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1<link rel="preload" href="https://www.googletagmanager.com/gtm.js?id=GTM-KQ69HQDD" as="script"/><meta name="next-size-adjust" content=""/><title>OpenArena.to | Agent Arena</title><meta name="description" content="OpenArena.To: A Live Leaderboard for Frontier AI Projects."/><meta property="og:title" content="OpenArena.to | Agent Arena"/><meta property="og:description" content="OpenArena.To: A Live Leaderboard for Frontier AI Projects."/><meta property="og:url" content="https://openarena.to"/><meta property="og:site_name" content="OpenArena.to"/><meta property="og:image" content="https://openarena.to/opengraph-image?6be065099366894e"/><meta property="og:image:type" content="image/png"/><meta property="og:image:width" content="1200"/><meta property="og:image:height" content="630"/><meta property="og:image:alt" content="OpenArena.to — Open Arena, Agents Leaderboard"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="OpenArena.to | Agent Arena"/><meta name="twitter:description" content="OpenArena.To: A Live Leaderboard for Frontier AI Projects."/><meta name="twitter:image" content="https://openarena.to/opengraph-image?6be065099366894e"/><meta name="twitter:image:alt" content="OpenArena.to — Open Arena, Agents Leaderboard"/><meta name="twitter:image:type" content="image/png"/><meta name="twitter:image:width" content="1200"/><meta name="twitter:image:height" content="630"/><link rel="icon" href="/icon.svg?icon.44gxk7btcw31-.svg" sizes="any" type="image/svg+xml"/>
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rgba(24,39,75,.04);--dynamic-search-padding:0 1.5rem 0.5rem;--dynamic-layout-content-padding:0 1.5rem 1.5rem;--dynamic-layout-content-error-padding:1.5rem 1.5rem 1.5rem;--dynamic-footer-border-top:0.0625rem solid #e7e8ed;--dynamic-footer-padding:0.75rem 1.5rem 0.75rem;--dynamic-footer-background:transparent;--dynamic-header-border-bottom:1px solid transparent;--dynamic-header-padding:1.5rem 1.5rem 1.25rem;--dynamic-header-background:transparent}:root [data-dynamic-theme-brand=bold],:root[data-dynamic-theme-brand=bold]{--dynamic-footer-text-color:#fff;
1--dynamic-footer-icon-color:rgba(247,247,249,.75);--dynamic-footer-arrow-color:rgba(247,247,249,.75)}:root [data-dynamic-theme-brand=subtle],:root[data-dynamic-theme-brand=subtle]{--dynamic-footer-arrow-color:#abacb2}@media (prefers-color-scheme:light){:root [data-dynamic-theme=auto]{--dynamic-font-family-primary:"DM Sans",sans-serif;--dynamic-font-family-numbers:"Roboto Mono",monospace,sans-serif;--dynamic-base-1:#f7f7f9;--dynamic-base-2:#fff;--dynamic-base-3:#eeeef1;--dynamic-base-4:#e7e8ed;--dynamic-brand-hover-color:linear-gradient(0deg,rgba(0,0,0,.08),rgba(0,0,0,.08)),#4779ff;--dynamic-brand-primary-color:#4779ff;--dynamic-brand-secondary-color:rgba(71,121,255,.15);--dynamic-success-1:#30a67b;--dynamic-success-2:#e3f7ef;--dynamic-border-radius:1.5rem;--dynamic-hover:rgba(22,37,77,.03);--dynamic-info-2:rgba(71,121,255,.1);--dynamic-error-1:#ff4646;--dynamic-error-2:#ffe3e3;--dynamic-alert-1:#dd8500;--dynamic-alert-2:#faedd9;--dynamic-footer-background-color:#fff;--dynamic-footer-text-color:#383c48;--dynamic-footer-icon-color:#4779ff;--dynamic-loading-animation-gradient:linear-gradient(90deg,hsla(0,0%,100%,0),hsla(0,0%,100%,.2) 20%,hsla(0,0%,100%,.5) 60%,hsla(0,0%,100%,0));--dynamic-overlay:rgba(24,27,34,.15);--dynamic-shadow-down-1:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-shadow-down-2:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-shadow-down-3:0 1.5rem 2rem -1.5rem rgba(0,0,0,.24);--dynamic-shadow-up-1:0 -0.5rem 3rem -0.5rem rgba(109,121,165,.16);--dynamic-text-link:#0047ff;--dynamic-text-primary:#383c48;--dynamic-text-secondary:#7b7d86;--dynamic-text-size-body-mini:0.6875rem;--dynamic-text-size-body-normal:0.9375rem;--dynamic-text-size-body-small:0.75rem;--dynamic-text-size-button-primary:0.875rem;--dynamic-text-size-button-secondary:0.75rem;--dynamic-text-size-numbers-display:1.875rem;--dynamic-text-size-numbers-big:0.875rem;--dynamic-text-size-numbers-medium:0.75rem;--dynamic-text-size-title:1.125rem;--dynamic-text-tertiary:#abacb2;--dynamic-badge-background:#eeeef1;--dynamic-badge-color:#7b7d86;--dynamic-badge-primary-background:#e3f7ef;--dynamic-badge-primary-color:#30a67b;--dynamic-badge-dot-background:#4779ff;--dynamic-search-bar-background:#fff;--dynamic-search-bar-background-hover:#fff;--dynamic-search-bar-background-focus:#fff;--dynamic-search-bar-border:0.0625rem solid #eeeef1;--dynamic-search-bar-border-hover:0.0625rem solid #e7e8ed;--dynamic-search-bar-border-focus:0.0625rem solid #e7e8ed;--dynamic-modal-border: ;--dynamic-modal-width:22.5rem;--dynamic-modal-padding:1.5rem;--dynamic-modal-backdrop-background:rgba(0,0,0,.25);--dynamic-modal-backdrop-filter:blur(4px);--dynamic-wallet-list-tile-padding:0.75rem;--dynamic-wallet-list-tile-gap:0.375rem;--dynamic-wallet-list-max-height:16.25rem;--dynamic-wallet-list-tile-background:#fff;--dynamic-wallet-list-tile-border: ;--dynamic-wallet-list-tile-shadow:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-background-hover:#fff;--dynamic-wallet-list-tile-border-hover: ;--dynamic-wallet-list-tile-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-animation-duration:150ms;--dynamic-tooltip-color:#383c48;--dynamic-tooltip-text-color:#fff;--dynamic-initial-view-content-padding:0rem 1.5rem 1.5rem;--dynamic-button-primary-hover:#fff;--dynamic-button-primary-background:#fff;--dynamic-button-primary-font-size:0.875rem;--dynamic-button-primary-padding:0;--dynamic-button-primary-border:0.0625rem solid #e7e8ed;--dynamic-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-button-secondary-hover:#f7f8fa;--dynamic-button-secondary-background:transparent;--dynamic-button-secondary-font-size:0.75rem;--dynamic-button-secondary-padding:0;--dynamic-button-secondary-border:0.0625rem solid transparent;--dynamic-connect-button-background:#fff;--dynamic-connect-button-background-hover:#fff;--dynamic-connect-button-color:#383c48;--dynamic-connect-button-border:0.0625rem solid #e7e8ed;--dynamic-connect-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-connect-button-color-hover:#383c48;--dynamic-connect-button-border-hover:0.0625rem solid #e7e8ed;--dynamic-connect-button-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-search-padding:0 1.5rem 0.5rem;--dynamic-layout-content-padding:0 1.5rem 1.5rem;--dynamic-layout-content-error-padding:1.5rem 1.5rem 1.5rem;--dynamic-footer-border-top:0.0625rem solid #e7e8ed;--dynamic-footer-padding:0.75rem 1.5rem 0.75rem;--dynamic-footer-background:transparent;--dynamic-header-border-bottom:1px solid transparent;--dynamic-header-padding:1.5rem 1.5rem 1.25rem;--dynamic-header-background:transparent}:root [data-dynamic-theme=auto] [data-dynamic-theme-brand=bold],:root [data-dynamic-theme=auto][data-dynamic-theme-brand=bold]{--dynamic-footer-text-color:#fff;
1--dynamic-footer-icon-color:rgba(247,247,249,.75);--dynamic-footer-arrow-color:rgba(247,247,249,.75)}:root [data-dynamic-theme=auto] [data-dynamic-theme-brand=subtle],:root [data-dynamic-theme=auto][data-dynamic-theme-brand=subtle]{--dynamic-footer-arrow-color:#abacb2}}:root [data-dynamic-theme=light]{--dynamic-font-family-primary:"DM Sans",sans-serif;--dynamic-font-family-numbers:"Roboto Mono",monospace,sans-serif;--dynamic-base-1:#f7f7f9;--dynamic-base-2:#fff;--dynamic-base-3:#eeeef1;--dynamic-base-4:#e7e8ed;--dynamic-brand-hover-color:linear-gradient(0deg,rgba(0,0,0,.08),rgba(0,0,0,.08)),#4779ff;--dynamic-brand-primary-color:#4779ff;--dynamic-brand-secondary-color:rgba(71,121,255,.15);--dynamic-success-1:#30a67b;--dynamic-success-2:#e3f7ef;--dynamic-border-radius:1.5rem;--dynamic-hover:rgba(22,37,77,.03);--dynamic-info-2:rgba(71,121,255,.1);--dynamic-error-1:#ff4646;--dynamic-error-2:#ffe3e3;--dynamic-alert-1:#dd8500;--dynamic-alert-2:#faedd9;--dynamic-footer-background-color:#fff;--dynamic-footer-text-color:#383c48;--dynamic-footer-icon-color:#4779ff;--dynamic-loading-animation-gradient:linear-gradient(90deg,hsla(0,0%,100%,0),hsla(0,0%,100%,.2) 20%,hsla(0,0%,100%,.5) 60%,hsla(0,0%,100%,0));--dynamic-overlay:rgba(24,27,34,.15);--dynamic-shadow-down-1:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-shadow-down-2:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-shadow-down-3:0 1.5rem 2rem -1.5rem rgba(0,0,0,.24);--dynamic-shadow-up-1:0 -0.5rem 3rem -0.5rem rgba(109,121,165,.16);--dynamic-text-link:#0047ff;--dynamic-text-primary:#383c48;--dynamic-text-secondary:#7b7d86;--dynamic-text-size-body-mini:0.6875rem;--dynamic-text-size-body-normal:0.9375rem;--dynamic-text-size-body-small:0.75rem;--dynamic-text-size-button-primary:0.875rem;--dynamic-text-size-button-secondary:0.75rem;--dynamic-text-size-numbers-display:1.875rem;--dynamic-text-size-numbers-big:0.875rem;--dynamic-text-size-numbers-medium:0.75rem;--dynamic-text-size-title:1.125rem;--dynamic-text-tertiary:#abacb2;--dynamic-badge-background:#eeeef1;--dynamic-badge-color:#7b7d86;--dynamic-badge-primary-background:#e3f7ef;--dynamic-badge-primary-color:#30a67b;--dynamic-badge-dot-background:#4779ff;--dynamic-search-bar-background:#fff;--dynamic-search-bar-background-hover:#fff;--dynamic-search-bar-background-focus:#fff;--dynamic-search-bar-border:0.0625rem solid #eeeef1;--dynamic-search-bar-border-hover:0.0625rem solid #e7e8ed;--dynamic-search-bar-border-focus:0.0625rem solid #e7e8ed;--dynamic-modal-border: ;--dynamic-modal-width:22.5rem;--dynamic-modal-padding:1.5rem;--dynamic-modal-backdrop-background:rgba(0,0,0,.25);--dynamic-modal-backdrop-filter:blur(4px);--dynamic-wallet-list-tile-padding:0.75rem;--dynamic-wallet-list-tile-gap:0.375rem;--dynamic-wallet-list-max-height:16.25rem;--dynamic-wallet-list-tile-background:#fff;--dynamic-wallet-list-tile-border: ;--dynamic-wallet-list-tile-shadow:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-background-hover:#fff;--dynamic-wallet-list-tile-border-hover: ;--dynamic-wallet-list-tile-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-animation-duration:150ms;--dynamic-tooltip-color:#383c48;--dynamic-tooltip-text-color:#fff;--dynamic-initial-view-content-padding:0rem 1.5rem 1.5rem;--dynamic-button-primary-hover:#fff;--dynamic-button-primary-background:#fff;--dynamic-button-primary-font-size:0.875rem;--dynamic-button-primary-padding:0;--dynamic-button-primary-border:0.0625rem solid #e7e8ed;--dynamic-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-button-secondary-hover:#f7f8fa;--dynamic-button-secondary-background:transparent;--dynamic-button-secondary-font-size:0.75rem;--dynamic-button-secondary-padding:0;--dynamic-button-secondary-border:0.0625rem solid transparent;--dynamic-connect-button-background:#fff;--dynamic-connect-button-background-hover:#fff;--dynamic-connect-button-color:#383c48;--dynamic-connect-button-border:0.0625rem solid #e7e8ed;--dynamic-connect-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-connect-button-color-hover:#383c48;--dynamic-connect-button-border-hover:0.0625rem solid #e7e8ed;--dynamic-connect-button-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-search-padding:0 1.5rem 0.5rem;--dynamic-layout-content-padding:0 1.5rem 1.5rem;--dynamic-layout-content-error-padding:1.5rem 1.5rem 1.5rem;--dynamic-footer-border-top:0.0625rem solid #e7e8ed;--dynamic-footer-padding:0.75rem 1.5rem 0.75rem;--dynamic-footer-background:transparent;--dynamic-header-border-bottom:1px solid transparent;--dynamic-header-padding:1.5rem 1.5rem 1.25rem;--dynamic-header-background:transparent}:root [data-dynamic-theme=light] [data-dynamic-theme-brand=bold],:root [data-dynamic-theme=light][data-dynamic-theme-brand=bold]{--dynamic-footer-text-color:#fff;
1--dynamic-footer-icon-color:rgba(247,247,249,.75);--dynamic-footer-arrow-color:rgba(247,247,249,.75)}:root [data-dynamic-theme=light] [data-dynamic-theme-brand=subtle],:root [data-dynamic-theme=light][data-dynamic-theme-brand=subtle]{--dynamic-footer-arrow-color:#abacb2}}@layer dark-theme-default{@media (prefers-color-scheme:dark){:root [data-dynamic-theme=auto]{--dynamic-font-family-primary:"DM Sans",sans-serif;--dynamic-font-family-numbers:"Roboto Mono",monospace,sans-serif;--dynamic-base-1:#0c0e13;--dynamic-base-2:#1b1d22;--dynamic-base-3:#24272e;--dynamic-base-4:#282b33;--dynamic-brand-hover-color:linear-gradient(0deg,rgba(0,0,0,.08),rgba(0,0,0,.08)),#4779ff;--dynamic-brand-primary-color:#4779ff;--dynamic-brand-secondary-color:rgba(71,121,255,.15);--dynamic-success-1:#79ffcf;--dynamic-success-2:#192d2c;--dynamic-border-radius:1.5rem;--dynamic-hover:hsla(0,0%,100%,.1);--dynamic-error-1:#ff6a6a;--dynamic-error-2:hsla(0,100%,71%,.2);--dynamic-alert-1:#e2a140;--dynamic-alert-2:#2b2621;--dynamic-footer-background-color:#0c0e13;--dynamic-footer-text-color:#fbfcff;--dynamic-footer-icon-color:#4779ff;--dynamic-loading-animation-gradient:linear-gradient(90deg,hsla(0,0%,100%,0),hsla(0,0%,100%,.01) 20%,hsla(0,0%,100%,.05) 60%,hsla(0,0%,100%,0));--dynamic-overlay:rgba(0,0,0,.25);--dynamic-shadow-down-1:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-shadow-down-2:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-shadow-down-3:0 1.5rem 2rem -1.5rem rgba(0,0,0,.24);--dynamic-shadow-up-1:0 -0.5rem 3rem -0.5rem rgba(109,121,165,.16);--dynamic-text-link:#69a5ff;--dynamic-text-primary:#fbfcff;--dynamic-text-secondary:#a8aab0;--dynamic-text-size-body-mini:0.6875rem;--dynamic-text-size-body-normal:0.9375rem;--dynamic-text-size-body-small:0.75rem;--dynamic-text-size-button-primary:0.875rem;--dynamic-text-size-button-secondary:0.75rem;--dynamic-text-size-numbers-big:0.875rem;--dynamic-text-size-numbers-medium:0.75rem;--dynamic-text-size-title:1.125rem;--dynamic-text-tertiary:#6f7177;--dynamic-badge-background:#24272e;--dynamic-badge-color:#a8aab0;--dynamic-badge-dot-background:#4779ff;--dynamic-badge-primary-background:#192d2c;--dynamic-badge-primary-color:#79ffcf;--dynamic-search-bar-background:#1b1d22;--dynamic-search-bar-background-hover:#1b1d22;--dynamic-search-bar-background-focus:#1b1d22;--dynamic-search-bar-border:0.0625rem solid #24272e;--dynamic-search-bar-border-hover:0.0625rem solid #282b33;--dynamic-search-bar-border-focus:0.0625rem solid #282b33;--dynamic-modal-border: ;--dynamic-modal-width:22.5rem;--dynamic-modal-padding:1.5rem;--dynamic-modal-backdrop-background:rgba(0,0,0,.25);--dynamic-modal-backdrop-filter:blur(4px);--dynamic-wallet-list-tile-padding:0.75rem;--dynamic-wallet-list-tile-gap:0.375rem;--dynamic-wallet-list-max-height:16.25rem;--dynamic-wallet-list-tile-background:#24272e;--dynamic-wallet-list-tile-border: ;--dynamic-wallet-list-tile-shadow:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-background-hover:#282b33;--dynamic-wallet-list-tile-border-hover: ;--dynamic-wallet-list-tile-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-animation-duration:150ms;--dynamic-tooltip-color:#fbfcff;--dynamic-tooltip-text-color:#0c0e13;--dynamic-initial-view-content-padding:0rem 1.5rem 1.5rem;--dynamic-button-primary-hover:#1b1d22;--dynamic-button-primary-background:#1b1d22;--dynamic-button-primary-font-size:0.875rem;--dynamic-button-primary-padding:0;--dynamic-button-primary-border:0.0625rem solid #282b33;--dynamic-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-button-secondary-hover:#1a1c21;--dynamic-button-secondary-background:transparent;--dynamic-button-secondary-font-size:0.75rem;--dynamic-button-secondary-padding:0;--dynamic-button-secondary-border:0.0625rem solid transparent;--dynamic-connect-button-background:#1b1d22;--dynamic-connect-button-background-hover:#1b1d22;--dynamic-connect-button-color:#fbfcff;--dynamic-connect-button-border:0.0625rem solid #282b33;--dynamic-connect-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-connect-button-color-hover:#fbfcff;--dynamic-connect-button-border-hover:0.0625rem solid #282b33;--dynamic-connect-button-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-search-padding:0 1.5rem 0.5rem;--dynamic-layout-content-padding:0 1.5rem 1.5rem;--dynamic-layout-content-error-padding:1.5rem 1.5rem 1.5rem;--dynamic-footer-border-top:0.0625rem solid #282b33;--dynamic-footer-padding:0.75rem 1.5rem 0.75rem;--dynamic-footer-background:transparent;--dynamic-header-border-bottom:1px solid transparent;--dynamic-header-padding:1.5rem 1.5rem 1.25rem;--dynamic-header-background:transparent}:root [data-dynamic-theme=auto] [data-dynamic-theme-brand=bold],:root [data-dynamic-theme=auto][data-dynamic-theme-brand=bold]{--dynamic-footer-text-color:#fbfcff;
1--dynamic-footer-icon-color:rgba(247,247,249,.75);--dynamic-footer-arrow-color:rgba(247,247,249,.75)}:root [data-dynamic-theme=auto] [data-dynamic-theme-brand=subtle],:root [data-dynamic-theme=auto][data-dynamic-theme-brand=subtle]{--dynamic-footer-arrow-color:#6f7177;--dynamic-footer-icon-color:#6f7177}}:root [data-dynamic-theme=dark]{--dynamic-font-family-primary:"DM Sans",sans-serif;--dynamic-font-family-numbers:"Roboto Mono",monospace,sans-serif;--dynamic-base-1:#0c0e13;--dynamic-base-2:#1b1d22;--dynamic-base-3:#24272e;--dynamic-base-4:#282b33;--dynamic-brand-hover-color:linear-gradient(0deg,rgba(0,0,0,.08),rgba(0,0,0,.08)),#4779ff;--dynamic-brand-primary-color:#4779ff;--dynamic-brand-secondary-color:rgba(71,121,255,.15);--dynamic-success-1:#79ffcf;--dynamic-success-2:#192d2c;--dynamic-border-radius:1.5rem;--dynamic-hover:hsla(0,0%,100%,.1);--dynamic-error-1:#ff6a6a;--dynamic-error-2:hsla(0,100%,71%,.2);--dynamic-alert-1:#e2a140;--dynamic-alert-2:#2b2621;--dynamic-footer-background-color:#0c0e13;--dynamic-footer-text-color:#fbfcff;--dynamic-footer-icon-color:#4779ff;--dynamic-loading-animation-gradient:linear-gradient(90deg,hsla(0,0%,100%,0),hsla(0,0%,100%,.01) 20%,hsla(0,0%,100%,.05) 60%,hsla(0,0%,100%,0));--dynamic-overlay:rgba(0,0,0,.25);--dynamic-shadow-down-1:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-shadow-down-2:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-shadow-down-3:0 1.5rem 2rem -1.5rem rgba(0,0,0,.24);--dynamic-shadow-up-1:0 -0.5rem 3rem -0.5rem rgba(109,121,165,.16);--dynamic-text-link:#69a5ff;--dynamic-text-primary:#fbfcff;--dynamic-text-secondary:#a8aab0;--dynamic-text-size-body-mini:0.6875rem;--dynamic-text-size-body-normal:0.9375rem;--dynamic-text-size-body-small:0.75rem;--dynamic-text-size-button-primary:0.875rem;--dynamic-text-size-button-secondary:0.75rem;--dynamic-text-size-numbers-big:0.875rem;--dynamic-text-size-numbers-medium:0.75rem;--dynamic-text-size-title:1.125rem;--dynamic-text-tertiary:#6f7177;--dynamic-badge-background:#24272e;--dynamic-badge-color:#a8aab0;--dynamic-badge-dot-background:#4779ff;--dynamic-badge-primary-background:#192d2c;--dynamic-badge-primary-color:#79ffcf;--dynamic-search-bar-background:#1b1d22;--dynamic-search-bar-background-hover:#1b1d22;--dynamic-search-bar-background-focus:#1b1d22;--dynamic-search-bar-border:0.0625rem solid #24272e;--dynamic-search-bar-border-hover:0.0625rem solid #282b33;--dynamic-search-bar-border-focus:0.0625rem solid #282b33;--dynamic-modal-border: ;--dynamic-modal-width:22.5rem;--dynamic-modal-padding:1.5rem;--dynamic-modal-backdrop-background:rgba(0,0,0,.25);--dynamic-modal-backdrop-filter:blur(4px);--dynamic-wallet-list-tile-padding:0.75rem;--dynamic-wallet-list-tile-gap:0.375rem;--dynamic-wallet-list-max-height:16.25rem;--dynamic-wallet-list-tile-background:#24272e;--dynamic-wallet-list-tile-border: ;--dynamic-wallet-list-tile-shadow:0 0.0625rem 0.125rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-background-hover:#282b33;--dynamic-wallet-list-tile-border-hover: ;--dynamic-wallet-list-tile-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-wallet-list-tile-animation-duration:150ms;--dynamic-tooltip-color:#fbfcff;--dynamic-tooltip-text-color:#0c0e13;--dynamic-initial-view-content-padding:0rem 1.5rem 1.5rem;--dynamic-button-primary-hover:#1b1d22;--dynamic-button-primary-background:#1b1d22;--dynamic-button-primary-font-size:0.875rem;--dynamic-button-primary-padding:0;--dynamic-button-primary-border:0.0625rem solid #282b33;--dynamic-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-button-secondary-hover:#1a1c21;--dynamic-button-secondary-background:transparent;--dynamic-button-secondary-font-size:0.75rem;--dynamic-button-secondary-padding:0;--dynamic-button-secondary-border:0.0625rem solid transparent;--dynamic-connect-button-background:#1b1d22;--dynamic-connect-button-background-hover:#1b1d22;--dynamic-connect-button-color:#fbfcff;--dynamic-connect-button-border:0.0625rem solid #282b33;--dynamic-connect-button-shadow:0px 2px 3px 0px rgba(24,39,75,.08);--dynamic-connect-button-color-hover:#fbfcff;--dynamic-connect-button-border-hover:0.0625rem solid #282b33;--dynamic-connect-button-shadow-hover:0 0.75rem 1.25rem -0.375rem rgba(24,39,75,.02),0 1rem 1.625rem -0.25rem rgba(24,39,75,.04);--dynamic-search-padding:0 1.5rem 0.5rem;--dynamic-layout-content-padding:0 1.5rem 1.5rem;--dynamic-layout-content-error-padding:1.5rem 1.5rem 1.5rem;--dynamic-footer-border-top:0.0625rem solid #282b33;--dynamic-footer-padding:0.75rem 1.5rem 0.75rem;--dynamic-footer-background:transparent;--dynamic-header-border-bottom:1px solid transparent;--dynamic-header-padding:1.5rem 1.5rem 1.25rem;--dynamic-header-background:transparent}:root [data-dynamic-theme=dark] [data-dynamic-theme-brand=bold],:root [data-dynamic-theme=dark][data-dynamic-theme-brand=bold]{--dynamic-footer-text-color:#fbfcff;
1--dynamic-footer-icon-color:rgba(247,247,249,.75);--dynamic-footer-arrow-color:rgba(247,247,249,.75)}:root [data-dynamic-theme=dark] [data-dynamic-theme-brand=subtle],:root [data-dynamic-theme=dark][data-dynamic-theme-brand=subtle]{--dynamic-footer-arrow-color:#6f7177;--dynamic-footer-icon-color:#6f7177}}.dynamic-shadow-dom{position:relative}#dynamic-tooltips{left:0;position:absolute;top:0}@supports (overflow:clip){.dynamic-no-scroll{overflow:clip}}@supports not (overflow:clip){.dynamic-no-scroll{overflow:hidden}}}</style><div class="sticky top-0 z-100 flex min-h-12.5 flex-wrap items-center gap-x-3 gap-y-2 border-b border-(--border-color) bg-(--bg-card) px-8 py-2 sm:flex-nowrap sm:px-20"><a href="/en"><div class="flex shrink-0 items-center gap-2 text-[10px] font-bold text-(--accent-green) sm:gap-2.5 sm:text-[11px]"><span class="ticker-dot h-1.5 w-1.5 rounded-full bg-(--accent-green)"></span>LIVE DATA LOADING</div></a><div class="order-3 min-w-full flex-1 overflow-hidden text-[11px] text-(--text-secondary) sm:order-none sm:ml-10 sm:min-w-0"><div class="ticker-marquee whitespace-nowrap">FETCHING CURRENT REGISTRY DATA • PROJECT STATUS WILL UPDATE AUTOMATICALLY<!-- -->  ·  <span class="text-(--accent-green)">Notice</span> <!-- -->The leaderboard is not the final competition ranking — OpenArena.to Leaderboard standings serve as a reference metric for the Attention Award.</div></div><div class="ml-auto flex shrink-0 items-center gap-2"><button type="button" aria-label="Switch to light theme" title="Switch to light theme" class="flex h-7 w-7 items-center justify-center border border-(--border-color) text-[13px] text-(--text-secondary) transition-colors hover:border-(--text-tertiary) hover:text-(--text-primary)">☀</button><nav aria-label="Language switcher" class="flex items-center"><a href="/zh" class="inline-flex items-center justify-center text-[10px] font-bold tracking-[0.14em] uppercase text-(--text-secondary) transition-colors hover:text-(--text-primary)">中文</a></nav><a class="flex h-7 items-center border border-(--accent-green) px-2.5 text-[10px] font-bold tracking-[0.08em] text-(--accent-green) no-underline transition hover:bg-[var(--green-soft)] sm:px-3 sm:tracking-[0.14em]" href="/en/submit">SUBMIT</a><div class="flex h-7 items-center border border-(--border-color) bg-(--bg-card-hover) px-2.5 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) sm:px-3">SYNCING</div></div></div><main class="main-wrapper"><header class="mb-4 border-l-4 border-(--accent-green) pl-4 sm:pl-5 md:mb-6 lg:mb-7"><button type="button" aria-expanded="false" class="flex w-full items-center justify-between gap-2 py-0.5 text-left md:hidden"><span class="min-w-0 truncate text-[16px] font-bold leading-tight">OpenArena.to — Agents Leaderboard</span><span aria-hidden="true" class="shrink-0 text-[11px] text-(--accent-green) transition-transform ">▼</span></button><div class="hidden md:block"><h1 class="sr-only md:not-sr-only md:block md:text-[34px] md:leading-tight md:font-bold">OpenArena.to — Agents Leaderboard</h1><p class="mt-2 max-w-3xl text-[12px] leading-5 tracking-wide text-(--text-secondary)">Competitive benchmark and community tracking for distributed autonomous agents.</p></div></header><!--$?--><template id="B:0"></template><div class="w-full space-y-4"><div class="flex items-center justify-between border border-(--border-color) bg-(--bg-card) px-6 py-4"><div aria-hidden="true" class="animate-pulse bg-[linear-gradient(90deg,var(--bg-card)_25%,var(--bg-card-hover)_50%,var(--bg-card)_75%)] bg-[length:200%_100%] h-4 w-40"></div><div aria-hidden="true" class="animate-pulse bg-[linear-gradient(90deg,var(--bg-card)_25%,var(--bg-card-hover)_50%,var(--bg-card)_75%)] bg-[length:200%_100%] h-3 w-24"></div></div><div class="flex items-center justify-between border border-(--border-color) bg-(--bg-card) px-6 py-5 transition-opacity"><div class="flex items-center gap-6"><div aria-hidden="true" class="animate-pulse bg-[linear-gradient(90deg,var(--bg-card)_25%,var(--bg-card-hover)_50%,var(--bg-card)_75%)] bg-[length:200%_100%] h-6 
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1\",\"windowOpen\":\"Registration open\",\"windowOpenUntil\":\"Registration open until {date}\",\"windowClosed\":\"Registration closed\",\"openDesk\":\"Front desk\",\"exportCsv\":\"Export CSV\",\"openForm\":\"Registration form\",\"total\":\"Signed up\",\"waiting\":\"Not here yet\",\"checkedIn\":\"Checked in\",\"badgeIssued\":\"Badge issued\",\"last24h\":\"Last 24h\",\"cancelled\":\"Cancelled\",\"noRegistrations\":\"Nobody has registered yet.\",\"trend\":\"Sign-ups per day\",\"trendHint\":\"Last 14 days, Asia/Singapore. Cancellations excluded.\",\"byIntent\":\"Here to\",\"byRole\":\"Role\",\"byFocus\":\"Focus areas (up to 3 each)\",\"byUseCase\":\"Where they use AI the most\",\"byMeet\":\"Want to meet\",\"bySource\":\"Link source (?src=)\",\"recent\":\"Latest sign-ups\",\"recentHint\":\"Ten most recent. The front desk has the full list and check-in buttons.\",\"colName\":\"Person\",\"colOrg\":\"Org\",\"colIntent\":\"Here to\",\"colStatus\":\"Status\",\"colRegisteredAt\":\"Registered\",\"empty\":\"No data yet\",\"unavailable\":\"Registration is not set up in this database.\"},\"nav\":{\"sectionsLabel\":\"Console sections\",\"viewsLabel\":\"Pages\",\"events\":\"Events\",\"eventSettings\":\"Event settings\",\"attendance\":\"Registration\",\"desk\":\"Front desk\",\"materials\":\"Venue material\",\"project\":\"Projects\",\"reviewQueue\":\"Review queue\",\"allProjects\":\"All projects\",\"claims\":\"Claims\",\"tags\":\"Tags \u0026 sources\",\"review\":\"Review\",\"reviewConsole\":\"Review console\",\"hzSpecial\":\"HZ special\",\"payouts\":\"Payouts\",\"winners\":\"Winners\",\"payoutRecords\":\"Payout records\",\"applications\":\"Applications\",\"judgeApplications\":\"Judge applications\",\"vcApplications\":\"VC applications\",\"emails\":\"Emails\",\"users\":\"Users\",\"accounts\":\"Accounts\",\"system\":\"System\",\"jobs\":\"Jobs\",\"auditLog\":\"Audit log\"},\"materials\":{\"wallTitle\":\"Intent wall\",\"wallBody\":\"What people came for, live on the venue screen.\",\"liveVotesTitle\":\"Live votes\",\"liveVotesBody\":\"Running vote counts for the room.\",\"badgeCardsTitle\":\"Badge cards\",\"badgeCardsBody\":\"Printable project cards for the HZ flow.\"},\"roleChanges\":{\"title\":\"Recent role changes\",\"colAccount\":\"Account\",\"colChange\":\"Change\",\"colActor\":\"By\",\"colWhen\":\"When\",\"created\":\"Created as\",\"disabled\":\"disabled\",\"hint\":\"Ten most recent. The full trail is in System › Audit log.\"},\"opsTitle\":\"OPS\",\"opsDescription\":\"Run the event: projects, registration, review and applications.\"},\"AdminUsersPanel\":{\"title\":\"User Management\",\"summary\":\"{totalUserCount, plural, one {# user in the system.} other {# users in the system.}}\",\"matchingSummary\":\"Showing {matchingUserCount, plural, one {# user} other {# users}} matching \\\"{searchQuery}\\\" out of {totalUserCount}.\",\"searchLabel\":\"User Search\",\"searchPlaceholder\":\"Search by id, name, email, role, status, or judge level\",\"search\":\"SEARCH\",\"clear\":\"CLEAR\",\"empty\":\"No users have been created yet.\",\"noResults\":\"No users matched \\\"{searchQuery}\\\".\",\"role\":\"Role\",\"status\":\"Status\",\"judgeLevel\":\"Judge Level\",\"judgeLevelHint\":\"Required for JUDGE users; cleared for non-judge roles. Only Level C can vote in the online review (5 picks per group); A/B get read-only access to the project pool.\",\"notSet\":\"Not set\",\"created\":\"Created\",\"updated\":\"Updated\",\"submissions\":\"Submissions\",\"likes\":\"Likes\",\"bookmarks\":\"Bookmarks\",\"threads\":\"Threads\",\"replies\":\"Replies\",\"save\":\"SAVE_USER\",\"saving\":\"SAVING...\",\"goReview\":\"Go to Review → generate groups\",\"canVote\":\"Can vote\",\"cannotVote\":\"Cannot vote\",\"notAJudge\":\"Not a judge\",\"createCollapse\":\"New / preload user\",\"createHint\":\"Preload a judge/admin/user by email. If the email already exists, role and judge level are updated.\",\"createSubmit\":\"Create / Update User\",\"name\":\"Name\",\"namePlaceholder\":\"Display name\",\"colUser\":\"User\",\"colVoting\":\"Voting\",\"nonVotingBanner\":\"A/B or unset judges are stored as records but cannot vote. Set this user to C-level to enable judge voting.\",\"setAsCJudge\":\"Set as C Judge\",\"opsLevel\":\"Ops level\",\"opsLevelHint\":\"Required when the role is OPS. L1 is the front desk only.\",\"privilegedReadOnly\":\"This account holds a privileged role. Only an admin can change it.\",\"levelColumn\":\"Level\"},\"AdminConsoleHeader\":{\"signedInAs\":\"Signed in as {currentUserLabel}\",\"projectCount\":\"{totalProjectCount, plural, one {# project in registry.} other {# projects in registry.}}\",\"reviewQueue\":\"Review queue: {pending}
1 pending · {approved} approved · {rejected} rejected.\",\"trackingIssues\":\"Tracking issues: {created} created · {failed} failed · {skipped} skipped · {createdRate}% creation rate.\",\"logout\":\"LOGOUT\",\"loggingOut\":\"LOGGING OUT...\",\"compactSummary\":\"{projects} project(s) · queue {pending} pending · issue success {rate}\",\"opsTitle\":\"Ops Console\",\"adminTitle\":\"Admin Console\",\"adminCount\":\"ADMIN ×{count}\",\"opsCount\":\"OPS ×{count}\",\"adminOverLimit\":\"ADMIN ×{count} — over the limit of {limit}\"},\"AdminSearchPanel\":{\"title\":\"Project Search\",\"tagTitle\":\"Tag Filter\",\"allTags\":\"All Tags\",\"placeholder\":\"Search by project, repo, submitter, wallet, X post, or rank\",\"search\":\"SEARCH\",\"clear\":\"CLEAR\",\"description\":\"Search matches project name, GitHub owner/repo, submitter info, wallet address, X post ID, user name/email, ranking reason, and exact rank. Tags can be filtered separately.\",\"originTitle\":\"Origin\",\"allOrigins\":\"All origins\",\"origin\":{\"user\":\"user\",\"ai\":\"ai\",\"system\":\"system\"}},\"AdminSearchResults\":{\"idle\":\"Enter a search term to load matching projects instead of rendering the full registry.\",\"noResults\":\"No projects matched \\\"{searchQuery}\\\".\",\"limitedResults\":\"Showing first {shownCount} of {matchingProjectCount} matching projects for \\\"{searchQuery}\\\".\",\"results\":\"Showing {resultCount, plural, one {# matching project} other {# matching projects}} for \\\"{searchQuery}\\\".\",\"emptyEvent\":\"This event has no project submissions yet.\",\"all\":\"{resultCount} projects · sorted by score — click a row to expand details\",\"allLimited\":\"Showing top {shownCount} of {matchingProjectCount} projects by score — use search to reach the rest\"},\"AdminControls\":{\"refreshRanking\":\"REFRESH RANKING\",\"updateGithubX\":\"UPDATE GITHUB / X\",\"queueing\":\"QUEUEING...\",\"started\":\"Started\",\"finished\":\"Finished\",\"notAvailable\":\"N/A\",\"taskLabels\":{\"ranking\":\"Ranking Refresh\",\"dataRefresh\":\"GitHub / X Data Refresh\",\"background\":\"Background Task\"}},\"AdminProjectCard\":{\"rank\":\"Rank\",\"score\":\"Score\",\"weight\":\"Weight\",\"updated\":\"Updated\",\"owner\":\"Owner\",\"repo\":\"Repo\",\"xPost\":\"X Post\",\"trackingIssue\":\"Tracking issue\",\"trackingIssueError\":\"Tracking issue error\",\"reviewStatus\":\"Review status\",\"reviewReason\":\"Review reason\",\"requested\":\"requested\",\"reviewed\":\"reviewed\",\"category\":\"Category\",\"submitterPayout\":\"Submitter payout\",\"projectOwnerPayout\":\"Project owner payout\",\"submitter\":\"Submitter\",\"submitterContact\":\"Submitter contact\",\"unknown\":\"Unknown\",\"notSet\":\"Not set\",\"noTags\":\"No tags assigned\",\"notAvailable\":\"N/A\",\"optional\":\"Optional\",\"yes\":\"Yes\",\"no\":\"No\",\"saveProject\":\"SAVE_PROJECT\",\"saving\":\"SAVING...\",\"reviewStatuses\":{\"pending\":\"Pending\",\"approved\":\"Approved\",\"rejected\":\"Rejected\"},\"fields\":{\"projectName\":\"Project Name\",\"projectWebsite\":\"Project Website\",\"submitterName\":\"Submitter Name\",\"submitterContacts\":\"Submitter Contact(s)\",\"projectTeamContacts\":\"Project Team Contact(s)\",\"submitterPayoutAddress\":\"Submitter Payout Address\",\"projectOwnerAddress\":\"Project Owner Address\",\"initialScoreMultiplier\":\"Initial Score Multiplier\",\"category\":\"Category\",\"tags\":\"Tags\",\"rankingReason\":\"Ranking Reason\",\"teamAware\":\"Team Aware\",\"reviewStatus\":\"Review Status\",\"reviewReason\":\"Review Reason\",\"additionalNotes\":\"Additional Notes\"},\"placeholders\":{\"tags\":\"infra, consumer, finance\"},\"hints\":{\"multipleContacts\":\"Separate multiple contacts with commas.\",\"teamContacts\":\"Contact details for the project team members being listed on the leaderboard. Separate multiple contacts with commas.\",\"initialScoreMultiplier\":\"Multiplier applied to this project's computed score.\",\"category\":\"Canonical project category used for leaderboard tabs and category-aware scoring.\",\"tags\":\"Comma-separated custom tags shown on the leaderboard and available in admin filters.\",\"reviewReason\":\"Internal review note for agent submissions, fake-agent flags, or moderation decisions.\"},\"event\":\"Event\",\"readOnlyNote\":\"Submission content is builder-owned and read-only in the admin console. Builders edit their own projects via My Submissions.\",\"reviewActionTitle\":\"Review action\",\"saveReview\":\"Save review\",\"stage\":\"Stage\",\"funding\":\"Funding\",\"attentionOptIn\":\"Attention Rewards: opted 
1in (verify X follow + intro post)\",\"teamBaseLabel\":\"Team base\",\"identityLabel\":\"Identity\",\"submitterChannels\":\"Submitter channels\",\"referral\":\"Referral source\",\"expectationsLabel\":\"Expects\",\"adminOnly\":\"admin only\",\"completionComplete\":\"Profile: complete\",\"completionIncomplete\":\"Profile: {count} missing\",\"aiScore\":\"AI Score\",\"originLabel\":\"Origin\",\"origin\":{\"user\":\"user-submitted\",\"ai\":\"ai · hunt/oa\",\"system\":\"system · recovered\"}},\"AdminClaimsPanel\":{\"statClaims\":\"Claims\",\"statVerified\":\"Verified\",\"statPending\":\"Pending\",\"empty\":\"No claims for this event yet.\",\"notVerified\":\"Not verified\",\"claimant\":\"Claimant\",\"contact\":\"Contact\",\"verifiedAt\":\"Verified\",\"updatedAt\":\"Updated\",\"claimDescription\":\"Claim Description\",\"tokenUsage\":\"Token Usage\"},\"AdminEventSettings\":{\"listEyebrow\":\"Events\",\"listTitle\":\"Manage Events\",\"total\":\"{count} total\",\"submissionCount\":\"{count} submission(s)\",\"defaultBadge\":\"default\",\"delete\":\"Delete\",\"deleteConfirm\":\"Delete event \\\"{name}\\\"? This cannot be undone.\",\"editEyebrow\":\"Edit Event\",\"newEyebrow\":\"New Event\",\"createTitle\":\"Create Event\",\"fieldName\":\"Name\",\"fieldSlug\":\"Slug\",\"fieldDescription\":\"Description\",\"fieldStartsAt\":\"Starts At\",\"fieldEndsAt\":\"Ends At\",\"fieldResultsRelease\":\"Results Release\",\"fieldClaimDeadline\":\"Claim Deadline\",\"keepCurrentHint\":\"Leave blank to keep the current time:\",\"hkTimezoneNote\":\"All deadline times are in Hong Kong time (UTC+8).\",\"fieldStatus\":\"Status\",\"fieldDefault\":\"Default Event\",\"statusDraft\":\"Draft\",\"statusPublished\":\"Published\",\"statusArchived\":\"Archived\",\"optionNo\":\"No\",\"optionYes\":\"Yes\",\"submitCreate\":\"Create Event\",\"submitSave\":\"Save Event\",\"noticeSaved\":\"Event saved.\",\"noticeCreated\":\"Event created.\",\"noticeDeleted\":\"Event deleted.\",\"pending\":\"Saving…\",\"createCollapse\":\"Create a new event\",\"previewEyebrow\":\"Current event\",\"edit\":\"Edit\",\"cancel\":\"Cancel\",\"createButton\":\"New event\",\"submissionsLabel\":\"Submissions\"},\"AdminPayoutsPanel\":{\"eyebrow\":\"Prize Payouts\",\"title\":\"Transfer Records\",\"recordCount\":\"{count} record(s)\",\"empty\":\"No payouts recorded for this event yet.\",\"colProject\":\"Project\",\"colRank\":\"Rank\",\"colRecipient\":\"Recipient\",\"colRole\":\"Role\",\"colAmount\":\"Amount\",\"colNetwork\":\"Network\",\"colTo\":\"To\",\"colFrom\":\"From\",\"colTxHash\":\"Tx Hash\",\"colPaidAt\":\"Paid At (UTC)\",\"colBy\":\"By\",\"delete\":\"Delete\",\"deleteConfirm\":\"Delete this payout record? This cannot be undone.\",\"newEyebrow\":\"New Record\",\"newTitle\":\"Record Payout\",\"fieldProject\":\"Project\",\"selectProject\":\"Select project…\",\"fieldRecipientRole\":\"Recipient Role\",\"roleOwner\":\"Owner (project team)\",\"roleHunter\":\"Hunter (submitter)\",\"roleOther\":\"Other\",\"fieldRecipientName\":\"Recipient Name\",\"recipientNamePlaceholder\":\"e.g. Alice Zhang\",\"fieldRecipientEmail\":\"Recipient Email\",\"fieldPrizeInfo\":\"Prize Info\",\"prizeInfoPlaceholder\":\"e.g. Track 1 · 2nd place · $5,000\",\"fieldRecipientAddress\":\"Recipient Address (To)\",\"fieldSenderAddress\":\"Sender Address (From / ours)\",\"fieldNetwork\":\"Network\",\"networkPlaceholder\":\"ethereum / base / solana…\",\"fieldAsset\":\"Asset\",\"fieldAmount\":\"Amount\",\"fieldTxHash\":\"Tx Hash\",\"txHashPlaceholder\":\"0x… transaction hash\",\"fieldPaidAt\":\"Paid At\",\"fieldNote\":\"Note (optional)\",\"notePlaceholder\":\"e.g. Track 1 owner payout, batch 2\",\"submit\":\"Record Payout\",\"noticeRecorded\":\"Payout recorded.\",\"noticeDeleted\":\"Payout record deleted.\",\"pending\":\"Recording…\",\"copy\":\"Copy {label}\",\"copied\":\"Copied\",\"viewOnExplorer\":\"View on block explorer\",\"details\":\"Details\",\"exportCsv\":\"Export CSV\",\"deletePending\":\"Deleting…\",\"entryTitle\":\"Record payouts\",\"entryForm\":\"Manual entry\",\"entryFormHint\":\"Fill the payout form for a single transfer.\",\"entryCsv\":\"CSV import\",\"entryCsvHint\":\"Upload or paste a CSV to record payouts in bulk.\",\"entrySkills\":\"Skills import\",\"entrySkillsHint\":\"Let an AI agent turn raw records into the standard CSV.\",\"csvIntro\":\"Columns match the reconciliation export, so exp
1ort → edit → re-import round-trips. Required: project_name, recipient_address, sender_address, network, asset, amount, tx_hash. Optional: recipient_role (defaults to OWNER), recipient_name, recipient_email, prize_info, paid_at_utc (defaults to now), note.\",\"csvCopyHeader\":\"Copy CSV header\",\"csvFile\":\"CSV file\",\"csvPaste\":\"Or paste CSV content\",\"csvNote\":\"All-or-nothing: any invalid row aborts the whole import. project_name must match a submission in this event (case-insensitive). Max 200 rows per import.\",\"csvSubmit\":\"Import CSV\",\"noticeImported\":\"Imported {count} payout records.\",\"errorCsvEmpty\":\"CSV is empty — upload a file or paste content (header plus at least one row).\",\"errorCsvColumns\":\"CSV is missing required columns: {detail}\",\"errorCsvTooMany\":\"Too many rows — up to {detail} per import.\",\"errorCsvProject\":\"Project not found in this event ({detail}). Fix project_name and retry.\",\"errorCsvRow\":\"Invalid row — {detail}\",\"skillsIntro\":\"Hand your raw records (chat logs, spreadsheets, explorer exports) to Claude or another AI agent with the prompt below; it produces the standard CSV, which you then finish through CSV import.\",\"skillsStep1\":\"Copy the prompt below into Claude (or any agent) together with your raw payout records.\",\"skillsStep2\":\"The agent replies with a CSV using the standard header.\",\"skillsStep3\":\"Paste that CSV into the “CSV import” pane here and submit.\",\"skillsPromptLabel\":\"Prompt\",\"skillsCopyPrompt\":\"Copy prompt\",\"skillsPrompt\":\"Organize the following payout records into a CSV with exactly this header:\\n{header}\\nRules: amount is a plain decimal; network is lowercase (ethereum / base / solana …); asset is uppercase (USDT / USDC / ETH …); paid_at_utc is ISO 8601 UTC; recipient_role is OWNER / HUNTER / OTHER; project_name must exactly match the project’s name on OpenArena. Output only the CSV, nothing else.\"},\"AdminReviewPanel\":{\"headerEyebrow\":\"Hackathon Review\",\"headerTitle\":\"Review Foundation\",\"headerDesc\":\"C-level judges drive the online 300-to-30 vote. Groups are generated from active C-level judges and valid projects for this event.\",\"generateGroups\":\"Generate Groups\",\"statJudges\":\"Active C Judges\",\"statGroups\":\"Groups\",\"statGrouped\":\"Grouped Projects\",\"statBoundary\":\"Result Boundary\",\"tiePending\":\"Tie Pending\",\"boundaryClear\":\"Clear\",\"step\":\"Step {n}\",\"s1Title\":\"Submission Gate\",\"s1Body\":\"Deadline: {date}.\",\"s2Title\":\"Judge Readiness\",\"s2Status\":\"{count} C judge(s)\",\"s2Warn\":\"{count} active judge(s) are A/B or unset and cannot vote.\",\"s2Ok\":\"Only active C-level judges can vote.\",\"manageUsers\":\"Manage users\",\"s3Title\":\"Project Readiness\",\"s3Status\":\"{count} valid\",\"s3Body\":\"{grouped} grouped, {invalid} invalid.\",\"s4Title\":\"Group Assignment\",\"ready\":\"Ready\",\"blocked\":\"Blocked\",\"s5Title\":\"Voting Progress\",\"s5Status\":\"{count} submitted\",\"s5Body\":\"Track judge submissions below, then export votes or winners.\",\"reasonNoCJudges\":\"Create at least one active C-level judge.\",\"reasonNoValidProjects\":\"This event has no valid projects to assign.\",\"reasonVotesExist\":\"Submitted votes exist. Unlock or clear votes before regenerating groups.\",\"reasonUnavailable\":\"Review groups cannot be generated yet.\",\"reasonFailed\":\"Group generation failed. Check event setup and try again.\",\"reasonReady\":\"Ready to generate groups.\",\"exportsSummary\":\"Exports and destructive tools\",\"typeClearPlaceholder\":\"Type CLEAR\",\"clearVotes\":\"Clear Votes \u0026 Groups\",\"settingsEyebrow\":\"Submission Settings\",\"settingsTitle\":\"Participant Intake Gate\",\"fieldSubmissionStatus\":\"Submission Status\",\"statusOpen\":\"Open\",\"statusClosed\":\"Closed\",\"fieldSubmissionDeadline\":\"Submission Deadline\",\"allowEdits\":\"Allow participant edits\",\"fieldEditDeadline\":\"Edit Deadline\",\"allowPitch\":\"Allow pitch \u0026 demo video editing (supplement window)\",\"fieldPitchDeadline\":\"Pitch \u0026 Demo Video Deadline\",\"keepCurrentHint\":\"Leave blank to keep:\",\"deadlineNotSet\":\"not set\",\"clearDeadline\":\"Clear\",\"judgingLockNote\":\"Judging has started — participant edits stay locked unless a future Edit Deadline is set here.\",\"saveSettings\":\"Save Submission Settings\",\"progressTitle\":\"C Judge Progress\",\"unassigned\":\"Unassigned\",\"projectCount\":\"{count} project(s)\",\"votesUsed\":\"{used}/5 votes\",\"votesUsedUnlimited\":\"{used} selected\",\"submitted\":\"Submitted\",\"draft\":\"Draft\",\"unlock\":\"Unlock\",\"emptyGroups\":\"No review groups yet. Create active C-level judges, then randomize groups.\",\"top30Title\":\"Current Top 30\",\"emptyVotes\":\"No submitted votes yet.\",\"resultsTitle\":\"Full Review Results\",\"
1winnerCandidate\":\"winner candidate\",\"notSelected\":\"not selected\",\"tiePendingSuffix\":\"tie pending\",\"votesCount\":\"{count} votes\",\"noGroup\":\"No group\",\"noJudges\":\"No submitted judges\",\"emptyResults\":\"No review result rows yet.\",\"notSet\":\"Not set\",\"s1SetDeadline\":\"Set deadline ↓\",\"openDanger\":\"Open destructive tools ↓\",\"pendingGenerate\":\"Generating…\",\"pendingSave\":\"Saving…\",\"levelUnset\":\"unset\",\"exportLabels\":{\"projects\":\"Projects list\",\"votes_detail\":\"Vote detail\",\"votes_summary\":\"Vote summary\",\"winners\":\"Winners\"},\"exportAiScores\":\"AI Scores (admin only)\",\"fieldSubmissionOpensAt\":\"Submission opens at (timed window)\",\"opensAtNotSet\":\"not set — opens immediately while status is OPEN\",\"clearOpensAt\":\"Clear (open now)\"},\"JudgePage\":{\"tickerStatus\":\"JUDGE CONSOLE\",\"tickerContent\":\"{event} • {level}-LEVEL REVIEW ACCESS\",\"badge\":\"Judge Backend\",\"title\":\"Hackathon Review\",\"description\":\"Browse all submitted projects. C-level judges can select projects from their assigned group and submit final locked votes.\",\"searchPlaceholder\":\"Search projects, repos, contacts...\",\"search\":\"Search\",\"allProjects\":\"Projects voted by ALL GROUPS\",\"myVote\":\"Group Votes\",\"optionAssigned\":\"- assigned ({count})\",\"optionNoGroup\":\"- no group\",\"assignedGroup\":\"Assigned Group\",\"notAssigned\":\"Not assigned\",\"groupProjects\":\"Group Projects\",\"selectedVotes\":\"Selected Votes\",\"status\":\"Status\",\"statusLocked\":\"Submitted / Locked\",\"statusDraft\":\"Draft\",\"voteInstruction\":\"Select exactly {limit} projects from your assigned group — the submit button unlocks at {limit}/{limit}. Final submit locks your votes.\",\"voteNoGroup\":\"You are not assigned to a group for this event. Ask an admin to generate groups from the Review page.\",\"voteLocked\":\"Your votes are submitted and locked. Ask an admin to unlock them if changes are needed.\",\"emptyProjects\":\"No projects found for this event.\",\"yourGroup\":\"Your group\",\"notProvided\":\"Not provided\",\"moreDetails\":\"More details\",\"hideDetails\":\"Hide details\",\"selected\":\"Selected\",\"select\":\"Select\",\"confirmed\":\"Confirmed\",\"notConfirmed\":\"Not confirmed\",\"fields\":{\"projectIntroduction\":\"Project Introduction\",\"tracks\":\"Tracks\",\"projectInnovationAi\":\"Project Innovation (Related to AI)\",\"developmentProgress\":\"Current Development Progress\",\"expectedRevenueSources\":\"Expected Revenue Sources\",\"officialWebsite\":\"Official Website\",\"projectGithub\":\"Project GitHub\",\"projectLogo\":\"Project Logo\",\"coreTeamBackground\":\"Core Team Members' Backgroun
1d\",\"whitepaperLink\":\"Whitepaper Link\",\"pitchDeck\":\"Pitch Deck\",\"officialTwitter\":\"Official Twitter\",\"officialDiscord\":\"Official Discord\",\"officialTelegram\":\"Official Telegram\",\"pitchVideoLink\":\"Pitch Video Link\",\"demoVideo\":\"Demo Video\",\"agreeRules\":\"Agreement to Rules\",\"painPointSolved\":\"Pain Point Solved\",\"projectStage\":\"Project Stage\",\"fundingStatus\":\"Funding Status\",\"expectations\":\"Expects to Gain\",\"projectTagline\":\"One-line intro\",\"teamBase\":\"Team base\",\"referralSource\":\"Referral source\",\"offlineEvents\":\"Offline events\",\"contacts\":\"Contacts\",\"submitter\":\"Submitter\",\"additionalNotes\":\"Additional notes\"},\"voteConfirm\":{\"trigger\":\"Confirm \u0026 Submit Votes\",\"title\":\"Confirm submission of all voting results?\",\"body\":\"Once submitted, the voting results cannot be changed. If you need to resubmit, please contact the admin.\",\"cancel\":\"Cancel\",\"submitAll\":\"Submit All Results\"},\"tickerContentAdmin\":\"{event} • ADMIN READ-ONLY ACCESS\",\"colProject\":\"Project\",\"colTrack\":\"Track\",\"colGroup\":\"Group\",\"colVote\":\"My vote\",\"colAction\":\"Action\",\"voteSubmitted\":\"Submitted\",\"colIntro\":\"Intro\",\"colInnovation\":\"AI innovation\",\"colTeamBg\":\"Founder background\",\"top30Title\":\"Review Top 30 · C-Judges Only\",\"top30Hint\":\"Combined submitted votes across all review groups. Visible only to C-level judges — never shown to the public, participants, or A/B judges.\",\"top30Empty\":\"No submitted votes yet — the ranking appears as C-judges confirm their votes.\",\"aiPanelHint\":\"The AI judge assesses every project against the official rubric — fairly and holistically. Leave guidance below; the next AI run reads every note (new ones are flagged) and adjusts its assessment.\",\"aiLastRun\":\"Last run: {time} · {count} projects assessed\",\"aiNotRun\":\"Not run yet\",\"aiCommentRead\":\"read by AI\",\"aiCommentNew\":\"new\",\"aiNoComments\":\"No judge notes yet — be the first to guide the AI judge.\",\"aiCommentPlaceholder\":\"e.g. Weigh execution more heavily than pitch polish; ignore stars.\",\"aiCommentScope\":\"Visible to C-level judges and the AI judge only\",\"aiCommentSubmit\":\"Add note\",\"aiAssessmentTitle\":\"AI Judge · Rank #{rank}\",\"aiPros\":\"Pros\",\"aiCons\":\"Cons\",\"top30ColProject\":\"Project\",\"top30ColVotes\":\"Votes\",\"top30ColAiRank\":\"AI #\",\"top30ColVotedBy\":\"Voted by\",\"hz\":{\"assignedTables\":\"Your assigned tables\",\"noTables\":\"No tables assigned\",\"myProjects\":\"Projects on your tables\",\"myVotes\":\"Your nominations\",\"leaderboardTitle\":\"Top 10 Leaderboard · Judges Only\",\"leaderboardHint\":\"Every project nominated by the judges, plus the general-vote champion (gold, cannot be removed). Votes land instantly — click Refresh to pull the latest board.\",\"refreshLeaderboard\":\"Refresh Leaderboard\",\"refreshing\":\"Refreshing…\",\"leaderboardEmpty\":\"No nominations yet — vote for projects on your tables below and they appear here instantly.\",\"colProject\":\"Project\",\"colTable\":\"Table\",\"colVotes\":\"Votes\",\"colAiScore\":\"AI Score\",\"colVotedBy\":\"Voted by\",\"colWinner\":\"Champion\",\"winnerBadge\":\"TOP 10\",\"generalWinner\":\"General-vote champion — permanently on the leaderboard\",\"removeTitle\":\"Remove from leaderboard\",\"removeConfirm\":\"Confirm removing {project} from the leaderboard? All judge votes it holds will be released, as if they were never cast.\",\"removeCancel\":\"Cancel\",\"removeYes\":\"Yes, remove\",\"removing\":\"Removing…\",\"ownProjectsTitle\":\"Your Table Projects\",\"ownProjectsHint\":\"Vote for up to {limit} projects from your tables. Votes count immediately — no confirmation step — and clicking again releases the vote. Click any row for full details including the AI judge's commentary.\",\"observerHint\":\"You have no assigned tables (observer access). You can follow the leaderboard and every project's details, including the AI commentary.\",\"ownProjectsEmpty\":\"No projects on your tables yet.\",\"observerEmpty\":\"No table assignments — the admin draws the grouping in the Special tab.\",\"sortBy\":\"Sort by\",\"sortByAi\":\"Sort by AI score\",\"vote\":\"Vote\",\"voted\":\"Voted ✓\",\"voting\":\"Voting…\",\"voteCounted\":\"Counted on the leaderboard\",\"limitReached\":\"Ballot full — release one first\",\"tableShort\":\"Table {table}\",\"noAiAssessment\":\"No AI assessment for this project yet\",\"welcomeTitle\":\"Welcome to OPC Hangzhou\",\"colIntro\":\"Intro\",\"championLegend\":\"Champion voted by general public\"},\"voteInstructionUnlimited\":\"Select any number of your assigned projects, then submit. Submitted votes are final.\",\"expandAll\":\"Expand all\",\"collapseAll\":\"Collapse all\",\"board\":{\"title\":\"Board\",\"tab\":\"Board\",\"intro\":\"Shared with every C judge — anything you add appears for all of them, and dragging reorders it for everyone. Order carries no meaning; the board is just the shortlist.\",\"empty\":\"No projects on the board yet. Select projects from your assigned list to add them here.\",\"remove\":\"Remove\",\"moveUp\":\"Move up\",\"moveDown\":\"Move down\",\"myNote\":\"My note\",\"notePlaceholder\":\"Your notes on this project. Saves automatically.\",\"saving\":\"Saving…\",\"saved\":\"Saved\",\"saveFailed\":\"Not saved — retry\",\"noTagline\":\"No description provided.\",\"detailUnavailable\":\"Project details are unavailable.\",\"addToBoard\":\"Add to board\",\"onBoard\":\"On board\",\"confirmRemove\":\"Confirm\",\"cancel\":\"Cancel\",\"refresh\":\"Refresh\",\"website\":\"Website\",\"genericError\":\"Something went wrong. Please try again.\",\"select\":\"Select\",\"selected\":\"Selected\",\"allProjectsToggle\":\"All projects\",\"groupBadge\":\"Group {key}\",\"poolEmpty\":\"No projects to show.\"},\"groupCandidates\":\"Candidates\"},\"SubmitPage\":{\"loading\":\"LOADING... PLEASE WAIT\",\"tickerStatus\":\"SYSTEM ONLINE\",\"t
1ickerContent\":\"PROJECT SUBMISSION PORTAL INITIALIZED • STANDING BY FOR ENTRY VALIDATION • SECURE INPUT CHANNEL: READY\",\"disabledTickerStatus\":\"AUTH DISABLED\",\"disabledTickerContent\":\"DYNAMIC AUTH IS NOT CONFIGURED FOR THIS DEPLOYMENT • SUBMISSION PORTAL IS UNAVAILABLE\",\"buidlQuestClosedTickerStatus\":\"SUBMISSIONS CLOSED\",\"buidlQuestClosedTickerContent\":\"BUIDL_QUESTS 2026 SUBMISSIONS ARE NOT OPEN YET • CHECK THE EVENT PAGE FOR THE TIMELINE\",\"title\":\"Submit New Project\",\"description\":\"Submit a project to the OpenArena leaderboard.\",\"registry\":\"Registry\",\"breadcrumb\":\"Project_Submission\",\"successBanner\":\"Submission successful. Thank you for contributing a project to OpenArena.\",\"tweetFallbackTitle\":\"Project Submission\",\"tweetFallbackBody\":\"I'm submitting this project to OpenArena.\",\"checkInput\":\"Please check your input.\",\"finalStepTitle\":\"finalize --review\",\"finalStepDescription\":\"You can optionally publish an X post for extra social signal, but it is no longer required to complete registration.\",\"continueToTweet\":\"REVIEW_AND_SUBMIT\",\"unavailableTitle\":\"Submission Unavailable\",\"unavailableDescription\":\"This deployment does not have Dynamic authentication configured. Set `NEXT_PUBLIC_DYNAMIC_ENV_ID` to enable login and project submission.\",\"buidlQuestClosedTitle\":\"BUIDL_QUESTS submissions are not open yet\",\"buidlQuestClosedDescription\":\"The BUIDL_QUESTS 2026 submission window has not started. The project form and backend intake are temporarily disabled until the event opens.\",\"buidlQuestClosedBack\":\"Back to event page\",\"yes\":\"Yes\",\"no\":\"No\",\"terminal\":{\"localCli\":\"LOCAL CLI\",\"sequence\":\"INPUT SEQUENCE\",\"progress\":\"STEP {current}/{total}\",\"complete\":\"READY FOR REVIEW\",\"required\":\"required\",\"optional\":\"optional\",\"back\":\"BACK\",\"confirm\":\"CONFIRM_NEXT\",\"finish\":\"FINISH_INPUT\",\"edit\":\"EDIT_FROM_START\",\"reviewTitle\":\"Review submission buffer\",\"modeLabel\":\"MODE\",\"modeTerminal\":\"Terminal\",\"modeClassic\":\"Classic form\",\"console\":{\"welcome\":\"Welcome, founder. Submit your BUIDL_QUESTS 2026 project right here.\",\"hint\":\"Type 'submit' to begin, 'restore' to restore your last draft, 'help' for commands. Use up/down for history.\",\"unknown\":\"command not found: {cmd} — type 'help'\",\"helpHeader\":\"available commands:\",\"helpSubmit\":\"start a guided submission\",\"helpForm\":\"switch to the classic form\",\"helpClear\":\"clear the screen\",\"helpStatus\":\"show current progress and step\",\"helpHelp\":\"show this help\",\"booleanHint\":\"type y or n\",\"selectInvalid\":\"Pick one of the numbers listed above.\",\"reviewHeader\":\"review submission buffer:\",\"reviewHint\":\"type 'confirm' to submit, enter a field number to edit it, or 'cancel'.\",\"submitting\":\"submitting to OpenArena...\",\"done\":\"SUBMISSION ACCEPTED — redirecting to the success page...\",\"cancelled\":\"cancelled. type 'submit' to start over.\",\"alreadyAtStart\":\"Already at the first step. Use 'cancel' to restart.\",\"statusIdle\":\"No active submission. Type 'submit' to begin.\",\"statusPrompt\":\"Current step:\",\"statusReview\":\"Reviewing submission. All fields collected.\",\"statusSubmitting\":\"Submission is being processed.\",\"statusHint\":\"Type 'skip' for optional fields, 'back' to go to the previous step, 'status' to see progress.\",\"currentValue\":\"current: {value}\",\"keepHint\":\"press Enter to keep the current value, or type a new one.\",\"reviewIncomplete\":\"some required fields are still missing — resuming from the first incomplete field.\",\"backToReview\":\"returning to review...\",\"submitFailed\":\"SUBMISSION FAILED\",\"helpRestore\":\"restore your last saved draft\",\"restored\":\"Draft restored.\",\"noDraft\":\"No saved draft found.\",\"editNumberHint\":\"enter the number of the field to edit it.\",\"multiHint\":\"type one or more numbers separated by commas, or 'skip'.\",\"fileHint\":\"choose a file with the picker below, then press Enter. 'skip' if optional.\",\"fileMissing\":\"A file is required here — pick one below, then press Enter.\",\"fileWaiting\":\"waiting for file…\"},\"errors\":{\"required\":\"This field is required before continuing.\",\"wallet\":\"Enter a valid 0x-prefixed EVM wallet address.\",\"github\":\"Enter a GitHub repository URL, for example https://github.com/owner/repo.\",\"githubApi\":\"We couldn't verify your repository through the GitHub API.\\nEnsure your GitHub repo is PUBLIC.\",\"url\":\"Enter a valid http:// or https:// URL.\",\"context\":\"Add at least 10 characters so reviewers have enough context.\",\"tooManyLinks\":\"Use at most 8 supplementary links.\",\"trackRequired\":\"Please select at least one track for this event.\",\"urlOrHandle\":\"Must be a valid URL or a handle like @project\",\"contactEmail\":\"Include a contact email, e.g. Name, [email protected], CEO.\",\"tooLong\":\"Too long — maximum {max} characters.\",\"teamContact\":\"Must include an email, a @handle, or a link, e.g. [email protected] or @project\",\"attentionGithubRepo\":\"Public GitHub repo link must be given to participate in Attention Rewards.\",\"referralOtherRequired\":\"Please tell us how you heard about us.\",\"tableNumber\":\"Enter your table number as a whole number from 1 to 200.\",\"minChars\":\"Add at least {min} characters.\",\"selectAtLeastOne\":\"Please select at least one option.\",\"invali
1dChoice\":\"Please choose a valid option from the list.\",\"agreeRules\":\"Please confirm the submission rules before submitting.\",\"xPost\":\"Enter a valid X (Twitter) post link.\",\"offlineEvents\":\"Pick the offline events you'll join, or select \\\"I can't make it\\\".\",\"invalid\":\"This value looks invalid — please check it and try again.\",\"serverGeneric\":\"Something went wrong submitting. Please try again, or contact support if it persists.\",\"serverBusy\":\"Too many submission attempts. Please wait a few minutes and try again.\",\"duplicateRepo\":\"This GitHub repository has already been submitted.\",\"duplicateXPost\":\"This X (Twitter) post has already been used for a submission.\",\"xMentions\":\"Your X post must mention all required accounts before submitting.\",\"submissionsClosed\":\"Submissions are closed for this event right now.\",\"roadshowDemo\":\"Please answer whether you'll join the Shenzhen roadshow demo.\",\"repoLocked\":\"The GitHub repository can't be changed after submission — keep the original link.\",\"editClosed\":\"This project can no longer be edited — the edit window has closed.\",\"notFound\":\"Submission not found.\",\"updated\":\"Saved.\",\"badVideoUrl\":\"Pitch video must be a valid http/https URL.\",\"videoClosed\":\"Pitch video supplement is not currently open.\",\"videoUpdated\":\"Pitch video updated.\",\"demoVideoUpdated\":\"Demo video link updated.\",\"demoVideoClosed\":\"Demo video editing is not currently open.\",\"deleteClosed\":\"This submission can no longer be deleted.\",\"deleteHasPayout\":\"Submissions with recorded payouts or reward claims cannot be deleted.\",\"deleted\":\"Deleted.\"}},\"sections\":{\"submitter\":{\"title\":\"Submitter\",\"description\":\"Tell us about yourself so we can reach you and process prizes.\"},\"project\":{\"title\":\"Project\",\"description\":\"Describe your project and share its links.\"},\"contact\":{\"title\":\"sign --contact\",\"description\":\"Bind the submitter profile, payout address, and contact route for verification and follow-up.\"},\"repo\":{\"title\":\"submit --repo\",\"description\":\"Register the project name and GitHub repository used for technical review.\"},\"demo\":{\"title\":\"submit --demo\",\"description\":\"Attach the demo, supporting links, and context reviewers should use to understand the project.\"},\"track\":{\"title\":\"submit --track\",\"description\":\"Choose the project's category lane and confirm how the listed team should be contacted.\"},\"competition\":{\"title\":\"Competition Materials\",\"description\":\"Details reviewers use to evaluate competition entries — introduction, team, AI innovation, progress, and business plan.\"},\"confirm\":{\"title\":\"Confirm \u0026 Submit\",\"description\":\"A few final confirmations before your project goes live.\"}},\"fields\":{\"submitterName\":\"Your Name\",\"submitterPayoutAddress\":\"Your Payout Address (ETH Mainnet)\",\"submitterContact\":\"Your Contact(s)\",\"projectName\":\"Project Name\",\"projectWebsiteUrl\":\"Official Website / Demo\",\"githubRepoUrl\":\"GitHub Repository for Review\",\"externalLinks\":\"Supplementary Links (Optional)\",\"event\":\"Submission Event\",\"eventGeneral\":\"General\",\"category\":\"Project Category\",\"track\":\"Tracks\",\"trackNone\":\"-- Select a track --\",\"stageNone\":\"-- Select a stage --\",\"teamContact\":\"Project Team Contact(s)\",\"rankingReason\":\"Project Context for Reviewers\",\"projectIntroduction\":\"Project Introduction\",\"projectLogoUrl\":\"Project Logo URL (Optional)\",\"whitepaperLink\":\"Whitepaper Link (Optional)\",\"deckLink\":\"Pitch Deck (Optional)\",\"officialTwitter\":\"Official Twitter / X (Optional)\",\"officialDiscord\":\"Official Discord (Optional)\",\"officialTelegram\":\"Official Telegram (Optional)\",\"primaryContact\":\"Primary Contact Person, Email, Position\",\"secondaryContact\":\"Secondary Contact Person, Email, Position (Optional)\",\"teamBackground\":\"Core Team Members' Backgroun
1d\",\"projectStage\":\"Project Stage\",\"projectTagline\":\"One-line Intro\",\"teamBase\":\"Team Base\",\"teamBaseNone\":\"Select a region\",\"teamCity\":\"City\",\"submitterIdentity\":\"Submitter Identity\",\"submitterTelegram\":\"Telegram\",\"submitterWechat\":\"WeChat\",\"submitterLinkedin\":\"LinkedIn\",\"submitterPhone\":\"Phone\",\"attentionRewards\":\"Join OpenArena Attention Rewards (Optional)\",\"demoVideoLink\":\"Demo Video Link\",\"pitchVideoUrl\":\"Pitch Video Link (Optional)\",\"projectInnovationAi\":\"Project Innovation (Related to AI)\",\"developmentProgressTimeline\":\"Current Development Progress\",\"expectedRevenueSources\":\"Expected Revenue Sources\",\"agreeRules\":\"I confirm the submission information is accurate and agree to the event rules.\",\"teamAware\":\"Is the team aware?\",\"createTrackingIssue\":\"Auto-create GitHub tracking issue\",\"additionalNotes\":\"Additional Notes (Optional)\",\"xPostUrl\":\"X (Twitter) Post\",\"painPointSolved\":\"Pain Point Solved\",\"githubRepoOptional\":\"GitHub Repo (if any)\",\"officialWebsiteOnly\":\"Official Website\",\"referralSource\":\"How did you hear about us\",\"referralSourceNone\":\"Select a channel\",\"fundingStatus\":\"Funding status\",\"expectations\":\"What do you expect to gain\",\"submitterEmail\":\"Your email\",\"videoLink\":\"Video link (demo or pitch, ≤3 min)\",\"tableNumber\":\"Table Number\",\"offlineEvents\":\"Offline Events — Would You Join?\",\"offlineEventsNone\":\"No, I can't make it :(\",\"offlineEventsMoreInfo\":\"Click here for more info about the city stops\",\"roadshowDemo\":\"Would you join the roadshow demo?\",\"githubRepoUrlBq\":\"GitHub Repository (Optional)\",\"attentionGithubRequired\":\"GITHUB REPO MUST BE PROVIDED TO PARTICIPATE\",\"referralSourceOther\":\"Where did you hear about us? (please specify)\",\"referredBy\":\"Referred by\",\"projectLinkedinUrl\":\"Project LinkedIn Page (Optional)\",\"googleKeywords\":\"Google Search Keywords (Optional)\"},\"hints\":{\"submitterPayoutAddress\":\"If this submission receives a reward, it will be sent to this address.\",\"submitterContact\":\"How we should reach you. Separate multiple contacts with commas.\",\"githubRepoUrl\":\"Use the repository or technical reference reviewers should inspect.\",\"event\":\"Choose an active competition event, or use General for projects not targeting a current event.\",\"category\":\"Choose the project's canonical category. You can add finer-grained details in the project context.\",\"track\":\"Select at least 1 track.\",\"teamContact\":\"Contact details for the project team members being listed on the leaderboard. Separate multiple contacts with commas.\",\"externalLinks\":\"One URL per line. Use this for related X posts, launch posts, blog posts, demos, or media coverage.\",\"agreeRules\":\"Required before submitting. Admins may invalidate submissions with inaccurate or incomplete information.\",\"createTrackingIssue\":\"OpenArena will try to create an issue in the submitted repo so the project team knows it was listed. Submission still succeeds if GitHub blocks the issue.\",\"deckLink\":\"Link to your roadshow deck (PPT / slides).\",\"referralSource\":\"Which event or channel brought you here. Internal use only — never shown publicly.\",\"fundingStatus\":\"Round / amount / valuation if applicable — or simply 'not raised yet'.\",\"expectations\":\"Select all that apply — this shapes post-event follow-up.\",\"projectStage\":\"Pick honestly: it determines the mentors and judges you are matched with.\",\"projectTagline\":\"Max ~50 words (zh ≤100 chars). Shown on your project detail page so visitors instantly get what it is.\",\"teamBase\":\"City / timezone — used for offline meetups and cross-timezone coordination.\",\"submitterIdentity\":\"Owner = my own project; Hunter = recommending someone else's — only Hunter submissions create a notice issue in the target repo.\",\"submitterPhone\":\"Optional. Pick the dial code, then enter the number.\",\"attentionRewards\":\"To participate: follow @OpenArena_To on X and post about your project mentioning us. Leaderboard standings serve as the reference metric for the Attention Award.\",\"attentionRewardsGeneral\":\"Participation requires the full BUIDL_QUESTS registration info — ticking this expands the BQ form (everything you typed is kept). Also follow @OpenArena_To on X and post about your project mentioning us.\",\"submitterEmail\":\"Auto-filled from your sign-in email — you can change it. Used for submission updates and completion reminders.\",\"tableNumber\":\"Your physical table at the Hangzhou venue (1-200) — used to assign your project to a judge.\",\"offlineEvents\":\"Tick every city stop you would join offline — or pick the last option if you can't make any of them.\",\"offlineEventsTerminal\":\"Pick the city stop you would join offline, or the last option if you can't make it.\",\"roadshowDemo\":\"Shenzhen stop only — tell us if you would demo your project on the roadshow stage.\",\"fundingStatusFundraising\":\"Projects currently fundraising must fill in their funding status.\",\"referralSourceOther\":\"Required when you picked \\\"Other\\\" above.\",\"referredBy\":\"Optional: your referrer's name or TG / X handle so we can credit them.\",\"projectLinkedinUrl\":\"Company or product page, not a personal profile.\",\"googleKeywords\":\"3–5 terms people search to find the project, comma-separated (brand, product name, aliases).\"},\"viewRules\":\"View Rules\",\"placeholders\":{\"submitterName\":\"Your full name or preferred display name\",\"submitterContact\":\"[email protected], @yourhandle, Telegram: yourname\",\"projectName\":\"Project name\",\"projectTagline\":\"One sentence: what it is and who it's for\",\"expectationsOther\":\"Tell us more about the other support you expect…\",\"teamBase\":\"e.g. Singapore (UTC+8) / Shanghai / Remote, mostly EU hours\",\"teamCity\":\"e.g. Shanghai / Singapore / San Francisco\",\"submitterWechat\":\"WeChat ID\",\"submitterPhone\":\"9123 4567 (without dial code)\",\"externalLinks\":\"https://x.com/.../status/...\\nhttps://blog.project.xyz/launch\",\"teamContact\":\"[email protected], @projectfounder, Telegram: projectbuilder\",\"rankingReason\":\"Describe the project's core idea, traction, technical angle, and what reviewers should pay attention to.\",\"projectIntroduction\":\"What does the project do, who is it for, and what is the current product surface?\",\"primaryContact\":\"Name, [email protected], CCO of amber.ac\",\"secondaryContact\":\"Name, [email protected], CCO of amber.ac\",\"teamBackgroun
1d\":\"Share core team members, relevant experience, and responsibilities.\",\"projectStage\":\"Idea, MVP, testnet, mainnet, growth, etc.\",\"projectInnovationAi\":\"Explain how the project uses AI or advances AI-native product capability.\",\"developmentProgressTimeline\":\"Summarize current progress and upcoming milestones.\",\"expectedRevenueSources\":\"Describe expected revenue streams, business model, or sustainability plan.\",\"additionalNotes\":\"Any extra context, edge cases, or reviewer notes.\",\"painPointSolved\":\"What pain point does your project solve? For whom, and how painful is it today?\",\"fundingStatus\":\"e.g. Pre-seed, $500K raised at $5M valuation / not raised yet\",\"tableNumber\":\"Enter your table number (1-200)\",\"referralSourceOther\":\"e.g. a friend's WeChat group, a podcast, a newsletter…\"},\"modal\":{\"title\":\"COMPLETE REGISTRATION\",\"description\":\"Optional: post the generated X update mentioning `@amber_ac_`, then paste the link below for extra social signal.\",\"xPostLabel\":\"Primary X link (optional)\",\"open\":\"OPEN\",\"copy\":\"COPY\",\"cancel\":\"CANCEL\",\"complete\":\"COMPLETE\"},\"gate\":{\"badge\":\"OPENARENA · EVENTS\",\"title\":\"Submit to BUIDL_QUESTS 2026\",\"description\":\"Every event runs under OpenArena. Pick where your project goes — you can switch any time before submitting.\",\"selected\":\"Selected\",\"generalHint\":\"General leaderboard — lean form with just the essentials. Open to every project.\",\"opcHint\":\"BUIDL_OPC_SG_0712 · offline hackathon, Singapore, July 12 — registration form per the official field spec.\",\"fullHint\":\"Competition event — full submission form with all materials.\",\"choosePrompt\":\"Choose an event above to start your submission.\",\"loading\":\"Loading events…\",\"bqToggle\":\"Submit to {event} (recommended)\",\"hzToggle\":\"Submit to {event}\",\"hzHint\":\"OPC HZ competition entries — offline Hangzhou hackathon (7/25). Same form as BUIDL_QUESTS 2026 plus your table number.\"},\"tweetGoodLuck\":\"Goodluck!\",\"tweetSubmittingTo\":\"You will be submitting this project to {event}\",\"teamBaseOptions\":{\"north-america\":\"North America\",\"south-america\":\"South America\",\"europe\":\"Europe\",\"asia\":\"Asia\",\"africa\":\"Africa\",\"oceania\":\"Oceania\"},\"identityOptions\":{\"owner\":\"Owner — my own project\",\"hunter\":\"Hunter — recommending someone else's project\"},\"stageOptions\":{\"concept\":\"Concept — building from zero to a working demo\",\"demo\":\"Demo — working demo, no paid founder/core team yet\",\"bootstrapped\":\"Bootstrapped — core contributors on personal resources\",\"pre-seed\":\"Pre-seed — raised under $1M, early investors onboard\",\"seed-plus\":\"Seed+ — institutional/structured round, PMF in progress\"},\"referralOptions\":{\"sg_opc_0712\":\"OPC Hackathon · Singapore (Jul 12)\",\"ns_0710\":\"Network School Founders' Night (Jul 10)\",\"sh_0717\":\"Shanghai Founders Night (Jul 17)\",\"bj_0727\":\"Beijing Demo Day (Jul 27)\",\"hz_opc_0725\":\"Hangzhou OPC Hackathon (Jul 25)\",\"sz_0728\":\"Shenzhen Showcase (Jul 28)\",\"cd_0801\":\"Chengdu Founders Night (Aug 1)\",\"sf_0801\":\"San Francisco Founders Night (Aug 1)\",\"nyc_0808\":\"New York Founders Meetup (Aug 8)\",\"de_0809\":\"Germany Founders Meetup (Aug 9)\",\"hk_0810\":\"Hong Kong Demo Day (Aug 10)\",\"x\":\"X / Twitter\",\"telegram\":\"Telegram\",\"community\":\"Community / friend referral (WeChat / Discord / word of mouth)\",\"friend\":\"Friend referral\",\"api\":\"API / Agent submission\",\"other\":\"Other\",\"wechat\":\"WeChat / Official Account\",\"xiaohongshu\":\"Xiaohongshu (RedNote)\",\"offline_event\":\"Offline event\",\"media\":\"Media coverage\"},\"expectationOptions\":{\"funding\":\"Funding / investment\",\"customers\":\"Customers \u0026 market access\",\"tech\":\"Technical resources \u0026 credits\",\"exposure\":\"Exposure \u0026 media\",\"mentorship\":\"Mentorship\",\"other\":\"Other\"},\"phase2Notice\":\"You can submit with the basics now — fields marked for review (team, stage, innovation, progress, revenue, funding, expectations) must be completed before 15 August 2026, 18:00 SGT via your submission edit page. We'll email you a reminder.\",\"roadshowOptions\":{\"yes\":\"Yes, count me in\",\"no\":\"No, just attending\"},\"tgHelp\":\"Ran into an issue? Leave us a message in our Telegram group and we'll follow up:\",\"eventDetails\":\"Event Details\"},\"SubmitSuccessPage\":{\"tickerStatus\":\"ENTRY ACCEPTED\",\"tickerContent\":\"PROJECT SUCCESSFULLY REGISTERED • AWAITING SCHEDULED RANK REFRESH • READY FOR NEXT SYNC\",\"eyebrow\":\"Submission Complete\",\"title\":\"Project submitted successfully\",\"description\":\"Your project has been successfully recorded in the OpenArena registry. Your submission will appear on the leaderboard after the next scheduled ranking refresh. Please note that if your project does not meet the requirements of the selected track, it will not be eligible for prizes on the official results announcement day. Prizes will be awarded to the next eligible project.\",\"statusLabel\":\"Status\",\"statusValue\":\"Uploaded\",\"pipelineLabel\":\"Pipeline\",\"pipelineValue\":\"Queued For Ranking Refresh\",\"return\":\"RETURN_TO_REGISTRY\",\"eventDetails\":\"Event Details\"},\"MySubmissionsPage\":{\"tickerStatus\":\"SUBMISSIONS\",\"tickerContent\":\"YOUR PROJECT SUBMISSIONS • EDIT WINDOWS AND PITCH VIDEO SUPPLEMENTS\",\"eyebrow\":\"Participant Console\",\"title\":\"My Submissions\",\"description\":\"Review submitted projects, edit them while the event window allows it, or supplement a pitch video when that window is open.\",\"revisions\":\"revisions {count}\",\"submittedAt\":\"Submitted {date}\",\"lastEditedAt\":\"Last edited {date}\",\"view\":\"VIEW\",\"edit\":\"EDIT\",\"pitchVideo\":\"Pitch Video\",\"demoVideo\":\"Demo Video\",\"pitchNotOpen\":\"Pitch video supplement is not open for this event.\",\"demoNotOpen\":\"Demo video editing is not open right now.\",\"empty\":\"No submissions yet.\",\"savePitch\":\"Save Pitch Video\",\"saveDemo\":\"Save Demo Video\",\"savingPitch\":\"Saving...\",\"savingDemo\":\"Saving...\",\"statusLabels\":{\"SUBMITTED\":\"Submitted\",\"GROUPED\":\"In review\",\"INVALID\":\"Invalid\"}
1,\"editCompleteInfo\":\"Complete Info\",\"completeInfoHint\":\"Required information is still missing — including a demo video link. Complete every highlighted field and attach your demo video in the edit form to be officially submitted to BUIDL_QUESTS 2026 — until then this entry is tentative.\",\"huntedCompleteInfoHint\":\"This project was scouted by the OpenArena AI Hunter and is listed as tentative (gray tag). Complete every required field to officially enter it into BUIDL_QUESTS 2026 — on completion the project moves into the competition and the tag turns green. Not your project or not interested? Reply to the invitation email and we'll delist it.\"},\"SubmissionEditPage\":{\"tickerStatus\":\"SUBMISSION EDIT\",\"back\":\"Back to my submissions\",\"title\":\"Edit Submission\",\"description\":\"Event assignment and GitHub repository are locked after submission. Project details can be updated only while the event edit window is open.\",\"lockedBanner\":\"This submission can no longer be edited. Pitch video may still be supplemented if the event window allows it.\",\"repoLockedHint\":\"Repository changes are locked after submission.\",\"pitchVideoHint\":\"Use My Submissions to supplement pitch video\",\"teamAwareLabel\":\"Team is aware of this submission.\",\"save\":\"SAVE SUBMISSION\",\"saving\":\"SAVING...\",\"completionTitle\":\"Submission incomplete.\",\"completionBody\":\"{count} required fields are still missing before the review deadline:\",\"tentativeNotice\":\"You must completely fill this form to be officially submitted to BUIDL_QUESTS 2026 — your entry is currently tentative.\",\"officialTitle\":\"Officially submitted!\",\"officialBody\":\"Every required field is complete — your project is now officially entered in BUIDL_QUESTS 2026. Good luck!\",\"requiredForOfficial\":\"Required for official submission\",\"stillMissing\":\"Saved, but not yet official. Still missing\",\"nextField\":\"Next field\",\"moreMissing\":\"(+{count} more)\",\"tgHelp\":\"Trouble saving? Leave us a message in our Telegram group and we'll follow up:\",\"savedNotice\":\"Saved — your changes are live.\"},\"SubmissionRequirements\":{\"title\":\"Validation Terminal\",\"secureChannel\":\"SECURE_CHANNEL: ACTIVE\",\"requirementsTitle\":\"SUBMISSION CHECKLIST:\",\"requirements\":{\"publicGithub\":\"GitHub or technical reference for review\",\"website\":\"Official website, demo, deck, docs, or product link\",\"teamContact\":\"Team contact information\",\"rankingRationale\":\"Short project context for reviewers\",\"projectContext\":\"Short project context for reviewers\",\"payoutAddress\":\"Web3 payout address for rewards\"},\"rewardNoticeTitle\":\"REWARD NOTICE:\",\"rewardNotice\":\"Rewards are distributed through a Web3 wallet. Use the payout address field for now; recipient updates can be confirmed before disbursement.\",\"declarationTitle\":\"DECLARATION:\",\"declaration\":\"By submitting, you confirm the project information is accurate and can be reviewed for BUIDL_QUESTS 2026.\"},\"PrizePoolPage\":{\"tickerStatus\":\"OpenArena.to\",\"registry\":\"Registry\",\"title\":\"Prize_Pool\",\"noticeTitle\":\"Notice\",\"noticeDeadline\":\"Deadline: April 18, 23:59\",\"noticeContact\":\"If you have any objections, please email: [email protected]\",\"noticeClaim\":\"If no valid objections are raised during the notice period, winners may claim their rewards afterward by following the page instructions.\",\"committedTitle\":\"Committed Prize Pool\",\"cashPrize\":\"Cash Prize\",\"creditsResources\":\"Credits \u0026 Resources\",\"distributed\":\"Distributed\",\"winnersPending\":\"Winners are revealed after the results are released. The headline figures are the committed pool; actual per-winner disbursements are recorded in the payout ledger.\",\"detailsComing\":\"Prize pool details for this event are coming soon.\",\"archiveTitle\":\"Past Prize Pools\"},\"PrizePoolRulesPanel\":{\"title\":\"DISTRIBUTION_RULES\",\"subtitle\":\"SUBMITTER_DISCOVERY: 20%     OWNER_RANK_REWARD: 80%\",\"hideDetails\":\"[ Hide Details ]\",\"viewDetails\":\"[ View Details ]\",\"walletNotice\":\"All rewards are distributed via Web3 wallet.\",\"splitTitle\":\"Split\",\"splitHunter\":\"20% -\u003e Hunter (project discoverer)\",\"splitOwner\":\"80% -\u003e Project Team (owner)\",\"claimMethodTitle\":\"Claim Method\",\"claimMethod\":\"Owner 
1claims via GitHub verification.\",\"claimLogicTitle\":\"Claim Logic\",\"claimLogicOwnerClaims\":\"If the project owner claims the reward, Hunter receives 100% of the 20% share.\",\"claimLogicOwnerMisses\":\"If the project owner does not claim in a week, Hunter receives 50% of the 20% share.\",\"claimWindowTitle\":\"Claim Window\",\"claimWindow\":\"Owner and Hunter must claim within 1 week.\",\"claimRollover\":\"Unclaimed rewards auto-roll into the next round pool.\"},\"PrizePoolFooter\":{\"title\":\"Prize Pool\",\"releaseLive\":\"Release Live\",\"releaseCountdown\":\"Release Countdown\",\"sponsor\":\"SPONSOR_THIS_POOL\",\"ownerClaim\":\"OWNER_CLAIM\",\"comingSoon\":\"COMING_SOON\",\"viewSponsors\":\"Sponsors\",\"viewWinners\":\"Winners \u0026 claims\"},\"PrizePoolClaimModal\":{\"title\":\"OWNER CLAIM\",\"description\":\"Submit your repo and contact details first. We will generate a unique verification sentence for you to place in the repository, then we fetch the repo and record the claim once it matches.\",\"stepOneTitle\":\"Step 1 · Create Verification Phrase\",\"stepOneDescription\":\"Use the exact GitHub repository URL that was submitted to OpenArena. This creates a pending claim record with your contact details and token usage notes.\",\"stepTwoTitle\":\"Step 2 · Verify Repository Ownership\",\"stepTwoDescription\":\"Commit the exact sentence below into `{path}` at the repo root, or place it in `README.md`, then push to the public default branch and click verify.\",\"fields\":{\"githubRepoUrl\":\"GitHub Repository URL\",\"claimantName\":\"Name\",\"claimantContact\":\"Contact Information\",\"claimDescription\":\"Description\",\"tokenUsage\":\"Token Usage\"},\"hints\":{\"claimantContact\":\"Email, Telegram, X handle, or any contact path we can use for manual follow-up.\",\"claimDescription\":\"Tell us who you are, how you relate to the project, and anything the team should know before outreach.\",\"tokenUsage\":\"Free-form is okay, for example: 1.2M tokens/day, ~50k per run, or API credits spent.\"},\"placeholders\":{\"claimantName\":\"Your name or team name\",\"claimantContact\":\"[email protected], @projecthandle, Telegram: projectbuilder\",\"claimDescription\":\"What is the project, what are you using the model for, and who should we coordinate with?\",\"tokenUsage\":\"Example: ~2M tokens/month across evals and production\"},\"buttons\":{\"generate\":\"GENERATE_VERIFICATION_TEXT\",\"generating\":\"GENERATING...\",\"copy\":\"COPY_TEXT\",\"copied\":\"COPIED\",\"copyFailed\":\"COPY_FAILED\",\"verify\":\"VERIFY_REPO\",\"verifying\":\"VERIFYING...\",\"close\":\"CLOSE\"},\"matchedPath\":\"Matched file: {path}.\",\"verifiedAt\":\"Verified at {date}.\"},\"PrizePoolPrizeSection\":{\"awaitingRelease\":\"Awaiting release\",\"comingSoon\":\"Coming soon\"},\"PrizePoolReleaseCountdown\":{\"releaseWindowOpen\":\"Release Window Open\",\"releaseCountdown\":\"Release Countdown\",\"releasedDescription\":\"Prize distribution details are unlocked.\",\"countdownDescription\":\"Prize amounts are visible. Winner identities and claim links unlock once the results are released.\",\"eligibilityTitle\":\"Eligibility Notice\",\"eligibilityDescription\":\"Projects that do not satisfy the selected track requirements will be skipped, and the prize will roll forward to the next eligible project.\",\"labels\":{\"days\":\"Days\",\"hours\":\"Hours\",\"minutes\":\"Min\",\"seconds\":\"Sec\"}},\"SponsorRegistryPage\":{\"tickerStatus\":\"SPONSOR_REGISTRY_V1.0_LIVE\",\"tickerContent\":\"TOTAL_SPONSORED: 142.85 ETH • ACTIVE_SPONSORS: 842 • EPOCH: 42\",\"title\":\"SPONSOR_REGISTRY\",\"description\":\"VERIFIED ARCHIVE OF PROTOCOL CONTRIBUTORS AND ECOSYSTEM BENEFACTORS.\",\"yourStatus\":\"Your Status\",\"statusValue\":\"UNREGISTERED\",\"currentRank\":\"Current Rank\",\"nextTierThreshold\":\"Next Tier Threshold\",\"notAvailable\":\"N/A\",\"returnToDashboard\":\"RETURN_TO_DASHBOARD\",\"contributeFunds\":\"CONTRIBUTE_FUNDS\",\"columns\":{\"rank\":\"Rank\",\"projectName\":\"Project Name\",\"tier\":\"Tier\",\"totalContribution\":\"Total Contribution\",\"weight\":\"Weight\"}},\"JudgesPage\":{\"badge\":\"OpenArena Network\",\"title\":\"OpenArena Network\",\"subtitle\":\"Judges and VC from the front lines of AI, Crypto, and venture capital — growing with every city stop.\",\"verified\":\"Verified\",\"panelLabel\":\"Open Arena Network · N={count}\",\"poweredBy\":\"Powered by OpenArena.to\",\"cohortBq\":\"Judge Network · BUIDL_QUESTS\",\"cohortSgOpc\":\"Judge Network · Singapore\",\"cohortHzOpc\":\"Judge Network · Hangzhou\",\"vcNetwork\":\"VC Network\",\"vcEmpty\":\"VC profiles are being onboarded — check back soon.\",\"activity\":\"{count} projects scored\",\"displayOnly\":\"Display only\",\"joinTitle\":\"JOIN THE JUDGE NETWORK →\",\"joinBody\":\"Experts across AI, Crypto and VC — apply to join the judge network for BUIDL_QUESTS 2026 and city-stop reviews. Approved judges appear on this page.\",\"joinCta\":\"Apply to Join\",\"joinVcTitle\":\"JOIN THE VC NETWORK →\",\"joinVcBody\":\"Investors from the front lines of AI and Crypto — apply to appear on the Open Arena VC Network.\",\"joinVcCta\":\"Apply to Join\",\"legendTitle\":\"Badge Legend\",\"legendHint\":\"The pixel marks at the bottom-right of each avatar show a judge's areas of expertise (up to 3), derived automatically from their tags.\",\"legend\":{\"web3\":\"Web3 / Crypto\",\"community\":\"Community / Education / Ecosystem\",\"
1infra\":\"Infrastructure / Hardware\",\"standards\":\"Standards\",\"capital\":\"Capital / Incubation\",\"ai\":\"AI / ML / Research\"},\"vcAnonymous\":\"Anonymous Investor\",\"vcFocus\":\"Focus\",\"vcStages\":\"Stages\"},\"RulesPage\":{\"badge\":\"Official Rules\",\"title\":\"BUIDL_QUESTS 2026 Rules\",\"backHome\":\"Back to Leaderboard\",\"sections\":{\"bq\":{\"title\":\"BUIDL_QUESTS 2026\",\"a\":\"a. These Rules apply to BUIDL_QUESTS 2026.\",\"b\":\"b. BUIDL_QUESTS 2026 is amber.ac's global AI and AI Crypto startup competition for AI-native founders, agent builders, crypto infrastructure teams, and super individuals, run as a dedicated track on OpenArena.to. Registration opens on 6 July 2026. All project submissions run on OpenArena, and the competition culminates in the Singapore Finals.\",\"bi\":\"i. Official launch and registration open on 6 July 2026. The submission window commences on 6 July 2026 and closes on 15 August 2026 at 6:00 PM SGT/GMT+8.\",\"bii\":\"ii. Review and online interviews will take place from 18 August 2026 to 10 September 2026.\",\"biii\":\"iii. Results will be announced as follows: Top 20 teams on 11 September 2026, and Top 10 finalists on 24 September 2026.\",\"biv\":\"iv. BUIDL_QUESTS 2026 will culminate in the in-person Singapore Finals, comprising Pitch Day on 5 October 2026 (VC, Top 10 teams, and BUIDL_QUESTS Partners only) and Final Day (Rewards \u0026 Summit) on 6 October 2026 at CHIJMES, Singapore.\",\"bv\":\"v. All Top 10 finalist BUIDL_QUESTS 2026 Teams are expected to attend the in-person Singapore Finals. Failure to attend may result in the forfeiture of the BUIDL_QUESTS 2026 Team's position as a finalist and/or relevant prizes.\",\"c\":\"c. City activations and online sessions will take place from July 2026 to August 2026 across Singapore, China, the United States, the United Kingdom, Europe, and Southeast Asia.\",\"age\":{\"title\":\"Age Restrictions:\",\"text\":\"Participants must be at least 16 years of age. Participants below the age of 18 are required to obtain explicit consent from their legal parent or guardian to participate in BUIDL_QUESTS 2026, and must provide the parent's or guardian's details during registration.\"},\"geo\":{\"title\":\"Geographical Restrictions:\",\"text\":\"By agreeing to participate in BUIDL_QUESTS 2026, you represent that you reside in a jurisdiction where BUIDL_QUESTS 2026 may legally offer its services, and that you are not on any trade or economic sanctions lists, including, without limitation, the United Nations Security Council Sanctions List, designated as a \\\"Politically Exposed Person,\\\" subject to restrictions under the Monetary Authority of Singapore (MAS) Terrorism Financing and Drug Trafficking sanctions lists, or placed on any lists maintained by the Singapore Police Force or the Ministry of Home Affairs. amber.ac and/or Amber Group maintains the right to select its markets and jurisdictions to operate and may restrict or deny access to BUIDL_QUESTS 2026 in certain countries at its discretion.\"}},\"tracks\":{\"title\":\"Tracks and Theme\",\"a\":\"a. The theme of BUIDL_QUESTS 2026 is \\\"Autonomous Agents \u0026 Sovereignty.\\\" Each BUIDL_QUESTS 2026 Team must select one (1) primary track at the time of submission from the following: (i) Autonomous Agents; (ii) Sovereignty; (iii) Agent Commerce; (iv) AI Hardware \u0026 Applications; and (v) OPC / Super Individuals.\",\"b\":\"b. Projects that do not satisfy the selected track requirements will be skipped, and any associated prize will roll forward to the next eligible project. amber.ac and/or Amber Group reserves the sole and absolute discretion to determine track eligibility.\",\"c\":\"c. Projects from feeder events, including BUIDL_OPC_Hackathon_SG and other city activations, may be selected to directly enter BUIDL_QUESTS 2026. amber.ac and/or Amber Group reserves the sole and absolute discretion to determine which projects, if any, qualify for direct entry, and selected teams will be notified separately regarding the terms and conditions of their participation.\"}
1,\"standards\":{\"title\":\"Standards for Exceptional Projects\",\"teamsTitle\":\"Teams\",\"teams\":{\"a\":\"a. Participants may form BUIDL_QUESTS 2026 Teams. Both solo founders and teams are welcome to participate.\",\"b\":\"b. Each BUIDL_QUESTS 2026 Team shall appoint one (1) Participant as the BUIDL_QUESTS 2026 Team's representative.\",\"c\":\"c. The BUIDL_QUESTS 2026 Team's representative is to submit the list of members in their BUIDL_QUESTS 2026 Team to amber.ac by such date as may be required by amber.ac.\"},\"multiTitle\":\"Multiple Entries\",\"multi\":{\"a\":\"a. Any person who attempts to participate under multiple identities or uses any scheme, device, or artifice to submit multiple entries in violation of any limitation will be disqualified.\"}},\"conduct\":{\"1\":\"The Participants consist of people from countries around the world, and we expect all Participants to respect the diversity of our community. Content containing illegal or excessive obscene or foul language, excessive violence, nudity, or sexual activity will be flagged and removed. Content that is abusive or likely to be offensive to others may also be flagged and removed.\",\"2\":\"BUIDL_QUESTS 2026 involves live participation, community communications, and coordination among Participants, amber.ac, Amber Group, and event partners. Due to reasons such as time zone differences, personal commitments, work commitments, education commitments, and event operations, responses may not always be immediate. Therefore, we seek understanding from all involved parties to respect each individual's boundaries, external commitments, or circumstances. Acts of disrespect to Participants, amber.ac, Amber Group, or event partners include, but are not limited to, constant messaging within an unreasonably short period, flooding the main channel(s) without providing a reasonable amount of time for responses to be made, use of abusive and/or demanding language, and similar conduct.\",\"3\":\"We value integrity and expect you to represent who you are and your BUIDL_QUESTS 2026 Team honestly in your submissions and in any form that we share with you during BUIDL_QUESTS 2026.\",\"4\":\"We celebrate makers, creators, and developers, and want to help each person who is part of this community grow and improve their skills. When you share feedback, please keep it constructive. Any content that is abusive, threatening, expresses hatred, or is likely to offend others is unacceptable and may result in the content being removed, the suspension or termination of your account, or disqualification from BUIDL_QUESTS 2026, at the sole discretion of amber.ac and/or Amber Group.\",\"5\":\"Do not share or post any personal or private information about yourself or any other person. This includes any photos unless you have explicit permission to do so, phone numbers, addresses, location details, personal email addresses, and social media profiles.\",\"6\":\"Our community and platforms help showcase software, participate in challenges, share your ideas and code, receive feedback, and find motivation. Do not upload anything unrelated, explicit, repeatedly post the same thing, post anything that is not relevant to the event that you are participating in, or send excessive, unsolicited messages to other users.\",\"title\":\"Participants' Code of Conduct\"},\"projectRules\":{\"1\":\"Submission Window: 6 July 2026 to 15 August 2026, 6:00 PM SGT/GMT+8.\",\"2\":\"The BUIDL_QUESTS 2026 Team's representative must submit the Team's Submission through OpenArena.to, via the web form or terminal-native flow, during the official Submission Window. Each Submission must include the repository, demo, description, and one (1) primary track.\",\"3\":\"You and your BUIDL_QUESTS 2026 Team are strictly not allowed to submit Submissions that are not created by you or that are not what you have worked on during the period of BUIDL_QUESTS 2026. If other projects could be great resources, kindly reach out to amber.ac or Amber Group in the community and request to add such projects to the resources.\",\"4\":\"Each Submission will be judged solely on what you and your BUIDL_QUESTS 2026 Team have worked on during the duration of BUIDL_QUESTS 2026. Each team is required to share the source code of the Submission on OpenArena.to. Each team is required to use version control for their code throughout the course of BUIDL_QUESTS 2026. Any repositories with single commits of large files without proper history will be assumed to be unqualified unless proven otherwise.\",\"5\":\"If someone has helped you or contributed to your Submission, you must credit them in your Submission for their contribution.\",\"6\":\"Make sure to check the license of any public repository before you use it for your Submission and give the appropriate credit to that repository and the creator in your Submission. You cannot utilize content that violates any third party's rights, including privacy, personality, moral or intellectual property rights, or that constitutes copyright infringement, unless you have acquired the necessary rights to do so or the content is subject to an open-source license.\",\"7\":\"When making your BUIDL_QUESTS 2026 Submission, you must ensure that you have the right to use any existing content that forms the whole or a part of your Submission. This includes, without limitation, images, lines of code, or demonstration videos in your Submission.\",\"8\":\"You must ensure that you have permission from all persons, venues, and/or entities who worked on, were engaged to work on, or contributed in any respect to the Submission or any part thereof. Otherwise, please do not use such material and do not upload the same in your Submission.\",\"9\":\"The use of generative AI tools, including but not limited to tools for code completion, such as GitHub Copilot, chatbots, such as ChatGPT, image generation tools, such as Midjourney or DALL·E, and similar tools, is approved for BUIDL_QUESTS 2026 as long as no personal, confidential, or restricted information is used with the AI tool. You and/or your BUIDL_QUESTS 2026 Team use AI technologies at your own risk. In the event that you and/or your BUIDL_QUESTS 2026 Team expose proprietary, sensitive, confidential, or personally identifiable data to an AI tool, amber.ac reserves the right to disqualify you and/or your BUIDL_QUESTS 2026 Team from BUIDL_QUESTS 2026, and any consequences arising thereof shall be solely borne by you and/or your BUIDL_QUESTS 2026 Team.\",\"10\":\"You and your BUIDL_QUESTS 2026 Team are responsible for ensuring that any code, datasets, or similar assets generated using generative AI tools in your Submission adhere to these Rules.\",\"title\":\"Project Rules\"},\"judging\":{\"title\":\"Judging and Selection\",\"a\":\"a. Judges will select the Top 20 team
1s by documented criteria during the review and online interview period from 18 August 2026 to 10 September 2026. The Top 20 will be announced on 11 September 2026.\",\"b\":\"b. The Top 20 teams will enter the online pitch, from which the Top 10 finalists will be selected and announced on 24 September 2026.\",\"c\":\"c. The Top 10 finalists will advance to the Singapore Finals for the in-person Pitch Day and Demo Day. amber.ac and/or Amber Group reserves the sole and absolute discretion to determine final placements and prize allocations.\"},\"ip\":{\"title\":\"Intellectual Property Rights\",\"text\":\"Save as otherwise agreed with the relevant BUIDL_QUESTS 2026 Team, including under these Rules and the amber.ac Terms of Service, all Intellectual Property Rights subsisting in a BUIDL_QUESTS 2026 Team's Submission shall remain vested in such BUIDL_QUESTS 2026 Team.\"},\"prizes\":{\"1\":\"The committed prize pool for BUIDL_QUESTS 2026 comprises a cash prize pool of US$50,000+ and credits and resources of US$350,000+.\",\"2\":\"Prizes are not cumulative unless otherwise determined by amber.ac and/or Amber Group at its sole discretion. Award categories and the per-winner breakdown will be announced later. Headline figures represent the committed pool; actual disbursements are recorded on-chain and tracked in the admin payout ledger.\",\"3\":\"Top 10 Finalists: Travel support of US$2,000 per team to attend the Singapore Finals.\",\"4\":\"All Builders: A 3-month Notion business plan for every builder who joins BUIDL_QUESTS 2026, supported by Notion.\",\"5\":\"Winner identities and claim links will be unlocked once the results are released. Projects that do not satisfy the selected track requirements will be skipped, and the associated prize will roll forward to the next eligible project.\",\"6\":\"To receive any prize benefit, participating teams must receive such prize benefit through a registered company entity where required. Prize recipients will be required to provide the necessary details requested by Amber Group, amber.ac, and/or relevant prize partners in a timely and accurate fashion to receive and redeem the relevant prizes. Any applicable taxes or fees associated with prize receipt and/or use shall be the sole responsibility of the prize recipients.\",\"7\":\"Full eligibility requirements, distribution procedures, and award terms will be provided by the organizers. All BUIDL_QUESTS 2026 Teams that have been shortlisted as Top 10 finalists are required to be present in person at the Singapore Finals for the announcement of results and prize distribution. Any BUIDL_QUESTS 2026 Team or individual prize recipient who fails to attend at the time of the prize announcement will be deemed to have forfeited their prize and/or placing, and amber.ac and/or Amber Group reserves the right to disqualify such team or individual and redistribute the prize at its sole discretion.\",\"title\":\"Prizes\"},\"data\":{\"title\":\"Data Protection and Consent\",\"text\":\"By registering for BUIDL_QUESTS 2026, participants consent to the collection, use, and disclosure of their personal data by amber.ac, Amber Group, and event partners for purposes including event registration, participant communications, event operations, judging, prize administration, post-event follow-up, and related program updates, in accordance with applicable data protection laws, including Singapore's Personal Data Protection Act 2012. Participants may also be asked to provide separate consent for marketing communications where required.\"},\"removal\":{\"1\":\"amber.ac and/or Amber Group reserves the right to remove your content and/or block or remove your account from the platform if we believe that you have violated any of the guidelines mentioned above.\",\"2\":\"You acknowledge and agree that amber.ac and/or Amber Group may refuse registration and subsequent access to you or cancel your participation in BUIDL_QUESTS 2026 or any access if it reasonably determines that you are not eligible to take part in BUIDL_QUESTS 2026.\",\"title\":\"Removal of Content and Terms\"},\"terms\":{\"1\":\"In addition to these Rules, please read our terms of service, privacy policy, and code of conduct for terms that also apply to your participation in BUIDL_QUESTS 2026.\",\"2\":\"amber.ac and/
1or Amber Group reserve the right to modify these Rules without prior notice.\",\"title\":\"Incorporation of General Terms\"}}},\"AdminAuditPanel\":{\"title\":\"Audit Log\",\"eyebrow\":\"Recent Actions\",\"empty\":\"No audit entries yet.\",\"system\":\"system\",\"on\":\"on\"},\"AdminCommandPalette\":{\"placeholder\":\"Jump to a tab or search…\",\"noResults\":\"No matches\",\"searchProjects\":\"Search projects: \\\"{q}\\\"\",\"searchUsers\":\"Search users: \\\"{q}\\\"\",\"hintNav\":\"↑↓ navigate · ↵ open · esc close\",\"sectionTabs\":\"Sections\",\"sectionActions\":\"Actions\"},\"AdminProjectsTable\":{\"colProject\":\"Project\",\"colCategory\":\"Category\",\"colReview\":\"Review\",\"colScore\":\"Score\",\"colUpdated\":\"Updated\",\"review\":{\"pending\":\"Pending\",\"approved\":\"Approved\",\"rejected\":\"Rejected\"}},\"AdminSpecialPanel\":{\"badge\":\"BUIDL_OPC_HZ_0725 · SPECIAL CONSOLE\",\"assignTitle\":\"Assign Groups\",\"assignHint\":\"Click a judge to select them, then click table boxes below to paint those tables with that judge's colour. Table numbers are red, project counts green. Save to write the grouping to the database — judges immediately see their tables and projects in the judge console.\",\"noJudges\":\"No active C-level judges yet. Assign judges in the Users tab first.\",\"selectJudgeTitle\":\"Select {judge} and start assigning tables\",\"totalRow\":\"Total\",\"totalAssigned\":\"Projects assigned\",\"legend\":\"Legend\",\"legendTable\":\"Table Number\",\"legendProjects\":\"Number of Projects\",\"activeTables\":\"Active Tables\",\"activeTablesHint\":\"Assigning to: {judge} — click a box to assign / release it. Clicking a box owned by another judge reassigns it.\",\"selectJudgeFirst\":\"Select a judge above first, then click table boxes to assign them.\",\"noActiveTables\":\"No active tables yet — tables appear as soon as OPC HZ submissions with a table number arrive.\",\"assignedTo\":\"Assigned to {judge} — click to change\",\"unassigned\":\"Unassigned — click to assign to the selected judge\",\"generateGrouping\":\"Generate Grouping\",\"saveGrouping\":\"Save Grouping\",\"deleteGroups\":\"Delete Groups\",\"deleteGroupsConfirm\":\"Confirm delete?\",\"deleting\":\"Deleting…\",\"saving\":\"Saving…\",\"unsavedChanges\":\"Unsaved changes\",\"generalVoteTitle\":\"General Vote\",\"generalVoteHint\":\"Open the community vote: every OPC HZ participant and every VOTER-role user gets 3 fire-button votes on the OPC HZ leaderboard (never for their own project), plus the golden LIVE VOTES tracker. Closing the vote freezes the champion, pins them on the judges' leaderboard, and plays the finale on the tracker.\",\"statusLabel\":\"Status\",\"status\":{\"INACTIVE\":\"Not started\",\"OPEN\":\"LIVE\",\"CLOSED\":\"Closed\"},\"totalVotes\":\"Total votes\",\"uniqueVoters\":\"Unique voters\",\"championLabel\":\"Champion\",\"openVote\":\"Open General Vote\",\"reopenVote\":\"Reopen General Vote\",\"openVoteConfirm\":\"Confirm open?\",\"closeVote\":\"Close Votes\",\"closeVoteConfirm\":\"Confirm close?\",\"working\":\"Working…\",\"liveVotes\":\"Live Votes\",\"viewFinale\":\"View Finale\",\"clearVotes\":\"Clear Votes\",\"clearVotesConfirm\":\"Confirm clear? Deletes every general vote and resets the session\",\"clearing\":\"Clearing…\",\"cardsBadge\":\"PROJECT CARDS\",\"cardsHint\":\"Export every OPC HZ project card as one print-ready PDF — alphabetical, one card per page.\",\"exportAllCards\":\"Export All Project Cards\",\"timerLabel\":\"Timer\",\"timerPlaceholder\":\"e.g. 30\",\"timerMinutes\":\"min\",\"timerHint\":\"Optional: enter a number of minutes to run a countdown on the live tracker. When it hits zero the vote auto-closes and crowns the champion. Leave blank to close it manually.\",\"timerArmed\":\"⏱ Timer armed · auto-closes at zero\",\"timerNone\":\"No timer · close manually\",\"exportTop10Badge\":\"Top 10 · Pitch Scoring\",\"exportTop10Hint\":\"Download a CSV scoring grid — judges down the left, the top-10 leaderboard projects across the top — to tally the final pitch round.\",\"exportTop10\":\"Export Top 10 (CSV)\"},\"LiveVotes\":{\"title\":\"Live General Vote\",\"liveLabel\":\"LIVE\",\"closedLabel\":\"VOTING CLOSED\",\"inactiveLabel\":\"NOT STARTED\",\"votesLabel\":\"votes\",\"uniqueVotersLabel\":\"unique voters\",\"totalVotesLabel\":\"total votes\",\"congratsPrefix\":\"Congratulations\",\"congratsSuffix\":\"for making it to TOP 10!\",\"noVotesLabel\":\"No projects to display yet — the race starts as 
1soon as voting opens.\",\"exitLabel\":\"Exit\",\"tableLabel\":\"Table\",\"endsInLabel\":\"Ends in\",\"endedLabel\":\"Time's up\"},\"ErrorPage\":{\"title\":\"Something went wrong\",\"body\":\"That didn't work. You can retry — and if it keeps happening, leave us a message in our Telegram group:\",\"retry\":\"Retry\"},\"ProjectCard\":{\"eyebrow\":\"OPC HANGZHOU · PROJECT CARD\",\"title\":\"Your Project Card\",\"subtitle\":\"A minted, print-ready keepsake of your OPC Hangzhou entry. Your download should start automatically — if not, tap the button below.\",\"downloadProjectCard\":\"Download Project Card\",\"downloadPdf\":\"Download PDF\",\"downloadPng\":\"Download PNG\",\"preparing\":\"Preparing…\",\"saved\":\"Saved. Check your downloads.\",\"autoHint\":\"Your PDF is downloading automatically…\",\"failed\":\"Could not generate the card. Please try the button again.\",\"backToProfile\":\"Back to profile\",\"home\":\"Home\",\"bulkEyebrow\":\"OPC HANGZHOU · ADMIN\",\"bulkTitle\":\"Project Cards — Bulk Export\",\"bulkSubtitle\":\"Every {event} project card, alphabetical, one per page. The combined PDF downloads automatically — print the whole set in one go.\",\"backToConsole\":\"Back to console\",\"exportAll\":\"Export all {count} cards (PDF)\",\"rendering\":\"Rendering {done} / {total}…\",\"bulkSaved\":\"Done — {count} cards exported. Check your downloads.\",\"bulkHint\":\"Generating one PDF with {count} cards, one per page…\",\"noProjects\":\"No OPC HZ projects to export yet.\",\"shareDownload\":\"Download Share Card\",\"sharePreview\":\"Preview\",\"shareCopy\":\"Copy Link\",\"shareCopied\":\"Copied\"},\"VcNetwork\":{\"eyebrow\":\"OpenArena Network\",\"joinTitle\":\"Join the VC Network\",\"joinSubtitle\":\"For investors backing the builders on the front lines. Apply below; once approved you'll appear on the VC Network and can edit your card from your profile.\",\"apply\":{\"emailNote\":\"Applying as {email}. Approval and profile access use this address.\",\"name\":\"Full name\",\"namePh\":\"Your name\",\"company\":\"Company / Fund\",\"companyPh\":\"e.g. Amber Group\",\"position\":\"Position\",\"positionPh\":\"e.g. Partner\",\"linkedin\":\"LinkedIn (optional)\",\"x\":\"X account (optional)\",\"remarks\":\"Additional remarks (optional)\",\"remarksPh\":\"Anything you'd like us to know.\",\"requiredLegend\":\"Required\",\"submit\":\"Apply to join\",\"update\":\"Update application\",\"submitting\":\"Submitting…\",\"submitted\":\"Submitted\",\"pendingNotice\":\"Your application is submitted and pending review. Once it's approved, you'll receive a confirmation email and can start editing your profile too. You can update your application below in the meantime.\",\"alreadyApproved\":\"You're approved and part of the OpenArena VC Network. Head to your profile to edit the card shown on the network page.\",\"errors\":{\"unauthorized\":\"Please sign in again.\",\"required\":\"Name, company, position and fund website are required.\",\"missingName\":\"Please enter your name.\",\"missingCompany\":\"Please enter your company or fund name.\",\"missingPosition\":\"Please enter your position or title.\",\"missingFundWebsite\":\"Please enter your fund website (any format is fine).\",\"badUrl\":\"Enter a valid LinkedIn URL.\",\"noEmail\":\"Your account has no email on file.\",\"top20Slots\":\"Pick at least one available window for the Top 20 Online Pitch.\",\"top20Photo\":\"Upload a headshot for the poster.\",\"top10X\":\"Enter your X account — it goes on the judge poster.\",\"top10Linkedin\":\"Enter your LinkedIn — it goes on the judge poster.\",\"top10Photo\":\"Upload a headshot for the judge poster.\",\"badPhoto\":\"We couldn't read that image. Please upload a JPG, PNG, WebP or HEIC photo.\",\"photoTooLarge\":\"Photo must be 5 MB or smaller.\",\"badWebsite\":\"Enter a valid fund website URL.\",\"saveFailed\":\"Couldn't save your application right now — please try again.\",\"top10Telegram\":\"Enter your Telegram — we coordinate Pitch Day logistics there.\",\"top10FundX\":\"Enter your fund's X account — it goes on the judge poster.\",\"missingX\":\"Please enter your X account.\",\"missingLinkedin\":\"Please enter your LinkedIn.\",\"missingTelegram\":\"Please enter your Telegram — it's how we reach you.\",\"missingFundX\":\"Please enter your fund's X account.\",\"missingPhoto\":\"Please upload a headshot for your card.\",\"missingTicketSize\":\"Please enter your typical ticket size (never public).\",\"missingFocus\":\"Please enter your investment focus areas.\",\"missingStages\":\"Please pick at least one stage of interest.\"},\"focusAreas\":\"Investment focus areas\",\"focusAreasPh\":\"e.g. AI infra, agent applications, consumer AI, crypto…\",\"stages\":\"Stages of interest (select all that apply)\",\"stageOptions\":{\"pre-seed\":\"Pre-Seed\",\"seed\":\"Seed\",\"series-a\":\"Series A\",\"series-b-plus\":\"Series B+\",\"growth\":\"Growth\"},\"privacyNotice\":\"Your information is only made public after OpenArena accepts your application. You choose how you appear: named, or anonymous — your name, fund and links are withheld and only focu
1s areas and stages are shown.\",\"disclosure\":\"Disclosure once accepted\",\"disclosureOptions\":{\"ANONYMOUS\":{\"label\":\"Anonymous\",\"hint\":\"Your name, fund and links are hidden; only focus areas and stages are shown.\"},\"NAMED\":{\"label\":\"Named\",\"hint\":\"Your name and fund are shown publicly.\"}},\"telegram\":\"Telegram (optional)\",\"top20\":{\"optIn\":\"Join the Top 20 Online Pitch as an investor\",\"optInHint\":\"Sep 14–15, 2026 · three two-hour windows · live over video. Pick your available windows below.\",\"slots\":\"Available windows (select all that apply)\",\"slotsHint\":\"All times in {tz}. We'll confirm your final session by email.\",\"days\":{\"0914\":\"Mon, Sep 14\",\"0915\":\"Tue, Sep 15\"},\"windows\":{\"am\":\"Morning\",\"pm\":\"Afternoon\",\"eve\":\"Evening\"},\"photo\":\"Headshot for the poster\",\"photoHint\":\"JPG / PNG / WebP, up to 5 MB. A clear, front-facing photo works best — we'll place it on the investor line-up poster.\",\"photoOnFile\":\"A headshot is already on file — upload again only to replace it.\",\"save\":\"Save pitch availability\",\"posterNamed\":\"This photo goes on the investor line-up poster, alongside your name and fund.\",\"namedNote\":\"Top 20 judges are listed by name: the poster, the event page and your card all show your name and fund.\"},\"top10\":{\"optIn\":\"Join the Top 10 Pitch Day as an investor judge\",\"optInHint\":\"{day} · in person · 13:00–18:00 SGT. Registration is per person; we'll confirm venue details by email.\",\"links\":\"Your details for the judge poster\",\"linksHint\":\"X, LinkedIn, Telegram and your fund's X are required for Top 10 judges — they go on the judge poster and the Pitch Day page next to your name and fund.\",\"x\":\"X account\",\"linkedin\":\"LinkedIn\",\"photo\":\"Headshot for the judge poster\",\"photoHint\":\"JPG / PNG / WebP, up to 5 MB. A clear, front-facing photo works best — we'll place it on the Pitch Day judge poster.\",\"photoOnFile\":\"A headshot is already on file — upload again only to replace it.\",\"posterNamed\":\"This photo goes on the Pitch Day judge poster, alongside your name, fund, X and LinkedIn.\",\"namedNote\":\"Top 10 judges are listed by name: the poster, the Pitch Day page and your card all show your name, fund and links.\",\"save\":\"Save Pitch Day registration\",\"telegram\":\"Telegram\",\"fundX\":\"Fund X account\",\"fundSectionHint\"
1:\"Shown on your card and the judge poster. Ticket size is never public — it only helps us match you with projects.\",\"summitOptIn\":\"Also join the Final Day Summit panel · Investing \u0026 Fundraising for Agent Startups\",\"summitOptInHint\":\"Oct 6 · 16:00–16:30 SGT · CHIJMES, Singapore — 30-min panel, moderator + 4 investors, no slides. We'll reuse the details above (and your headshot); you'll just add a short bio at openarena.to/network/summitspeaker.\",\"previewTitle\":\"Judge poster preview\",\"previewHint\":\"This is how your card will look on the Pitch Day judge poster — it updates as you type.\",\"previewRole\":\"Top 10 · Investor judge\",\"previewSession\":\"Top 10 Pitch Day · CHIJMES, Singapore\"},\"fundSection\":\"Your fund\",\"fundSectionHint\":\"Shown on your card only if you choose Named. Ticket size is never public — it only helps us match you with projects.\",\"fundWebsite\":\"Fund website\",\"fundX\":\"Fund X account (optional)\",\"fundLinkedin\":\"Fund LinkedIn (optional)\",\"ticketSize\":\"Typical ticket size\",\"ticketSizePh\":\"e.g. $100k–$500k\",\"ticketSizeHint\":\"Not public. Only used to match you with projects of the right size.\",\"sections\":{\"you\":\"01 · About you\",\"fund\":\"02 · Your fund\",\"pitchDay\":\"03 · Top 10 Pitch Day · Oct 5\",\"pitch\":\"03 · Pitch events \u0026 visibility\",\"notes\":\"04 · Notes\",\"card\":\"03 · Your card \u0026 visibility\"},\"network\":{\"linksHint\":\"X, LinkedIn, Telegram and your fund's X are required — they go on your VC Network card next to your name and fund, and Telegram is how we reach you.\",\"fundSectionHint\"
1:\"Shown on your card (unless you choose Anonymous). Ticket size is never public — it only helps us match you with projects.\",\"x\":\"X account\",\"linkedin\":\"LinkedIn\",\"telegram\":\"Telegram\",\"fundX\":\"Fund X account\",\"photo\":\"Headshot for your card\",\"photoHint\":\"JPG / PNG / WebP / HEIC, up to 5 MB. A clear, front-facing photo works best.\",\"posterNamed\":\"Once you're approved it becomes the photo on your VC Network card (hidden if you choose Anonymous).\",\"photoOnFile\":\"A headshot is already on file — upload again only to replace it.\",\"previewTitle\":\"Card preview\",\"previewHint\":\"Roughly how you'll appear on the VC Network once approved — it updates as you type.\",\"previewEyebrow\":\"VC NETWORK\",\"previewRole\":\"VC Network · Investor\",\"previewAnonymous\":\"Anonymous — your name, photo and links stay hidden.\",\"approvedCta\":\"Edit my card\",\"approvedEditNotice\":\"You're approved and part of the OpenArena.to VC Network. Below is your card as it stands — update anything and save; changes go live on the network page.\",\"nameOnProfile\":\"Your name is managed on your profile.\",\"saveCard\":\"Save my card\",\"saved\":\"Saved — your card is updated.\",\"missingCount\":\"{count, plural, one {# required field is still empty} other {# required fields are still empty}} — fill {count, plural, one {it} other {them}} in below.\"},\"dinner\":{\"optIn\":\"Join the 10/5 investor private dinner\",\"optInHint\":\"Oct 5 evening · Singapore · after Pitch Day — an invite-only dinner for VCs with the Top 10 teams and BUIDL_QUESTS partners. Tick to let us know you're coming.\",\"lumaHint\":\"Please also RSVP on Luma to hold your seat:\",\"lumaCta\":\"RSVP on Luma\",\"save\":\"Save dinner RSVP\"}},\"top20\":{\"eyebrow\":\"OpenArena.to Top 20 — Online Pitch\",\"intro\":\"You're invited to the Top 20 Online Pitch: the 20 shortlisted teams from BUIDL_QUESTS 2026 pitch live over video to a small group of investors from our network. Three two-hour windows are offered; join the ones that fit your calendar.\",\"outro\":\"Tick every window you can make, upload a headshot for the investor poster, and submit. Submitting also joins you to the OpenArena.to VC Network — projects that match your fund will be sent to your VC account.\",\"progressLink\":\"View progress \u0026 line-up\"},\"top10\":{\"eyebrow\":\"OpenArena.to Top 10 — Pitch Day · Singapore\",\"intro\":\"You're invited to judge the Top 10 Pitch Day on Oct 5, 2026 in Singapore: the 10 finalist teams of BUIDL_QUESTS 2026 pitch live, in person, to a closed room of investors and judges. Two sessions of five pitches (10 min pitch + 5 min Q\u0026A each), a judges' deliberation, then a group photo and networking.\",\"agendaTitle\":\"Agenda · Oct 5\",\"agenda\":{\"checkin\":\"Registration \u0026 check-in\",\"opening\":\"Opening · format \u0026 prizes, judges intro\",\"session1\":\"Pitch Session I · 5 teams × 20 min (15 pitch + 5 Q\u0026A)\",\"break\":\"Break\",\"session2\":\"Pitch Session II · 5 teams × 20 min (15 pitch + 5 Q\u0026A)\",\"deliberation\":\"Judges' deliberation — judging room, scores consolidated, ranking confirmed\",\"networking\":\"End\"},\"outro\":\"Confirm your seat below, add your X and LinkedIn and upload a headshot for the judge poster, then submit. Submitting also joins you to the OpenArena.to VC Network — projects that match your fund will be sent to your VC account.\",\"expand\":\"Agenda \u0026 details\",\"collapse\":\"Hide\"},\"terminal\":{\"localCli\":\"LOCAL CLI\",\"sequence\":\"INPUT SEQUENCE\",\"progress\":\"STEP {current}/{total}\",\"complete\":\"READY FOR REVIEW\",\"required\":\"required\",\"optional\":\"optional\",\"back\":\"BACK\",\"confirm\":\"CONFIRM_NEXT\",\"finish\":\"FINISH_INPUT\",\"edit\":\"EDIT_FROM_START\",\"reviewTitle\":\"Review application buffer\",\"modeLabel\":\"MODE\",\"modeTerminal\":\"Terminal\",\"modeClassic\":\"Classic form\",\"console\":{\"welcome\":\"Welcome. Apply to the OpenArena.to VC Network right here.\",\"hint\":\"Type 'apply' or 'submit' to begin, 'help' for commands. Use up/down for history.\",\"unknown\":\"command not found: {cmd} — type 'help'\",\"helpHeader\":\"available commands:\",\"helpSubmit\":\"start the guided application\",\"helpForm\":\"switch to the classic form\",\"helpClear\":\"clear the screen\",\"helpStatus\":\"show current progress and step\",\"helpHelp\":\"show this help\",\"booleanHint\":\"type y or n\",\"selectInvalid\":\"Pick one of the numbers listed above.\",\"reviewHeader\":\"review application buffer:\",\"reviewHint\":\"type 'confirm' to submit, enter a field number to edit it, or 'cancel'.\",\"submitting\":\"submitting to OpenArena...\",\"done\":\"APPLICATION SENT — we'll email you once it's reviewed.\",\"cancelled\":\"cancelled. type 'submit' to start over.\",\"alreadyAtStart\":\"Already at the first step. Use 'cancel' to restart.\",\"statusIdle\":\"No active application. Type 'apply' to begin.\",\"statusPrompt\":\"Current step:\",\"statusReview\":\"Reviewing submission. All fields collected.\",\"statusSubmitting\":\"Submission is being processed.\",\"statusHint\":\"Type 'skip' for optional fields, 'back' to go to the previous step, 'status' to see progress.\",\"currentValue\":\"current: {value}\",\"keepHint\":\"press Enter to keep the current value, or type a new one.\",\"reviewIncomplete\":\"some required fields are still missing — resuming from the first incomplete field.\",\"backToReview\":\"returning to review...\",\"submitFailed\":\"SUBMISSION FAILED\",\"helpRestore\":\"restore your last saved draft\",\"restored\":\"Draft restored.\",\"noDraft\":\"No saved draft found.\",\"editNumberHint\":\"enter the number of the field to edit it.\",\"multiHint\":\"type one or more numbers separated by commas, or 'skip'.\",\"fileHint\":\"choose a file with the picker below, then press Enter. 'skip' if optional.\",\"fileMissing\":\"A file is required here — pick one below, then press Enter.\",\"fileWaiting\":\"waiting for file…\"},\"errors\":{\"required\":\"This field is required before continuing.\",\"wallet\":\"Enter a valid 0x-prefixed EVM wallet address.\",\"github\":\"Enter a GitHub repository URL, for example https://github.com/owner/repo.\",\"githubApi\":\"We couldn't verify your repository through the GitHub API.\\nEnsure your GitHub repo is PUBLIC.\",\"url\":\"Enter a valid http:// or https:// URL.\",\"context\":\"Add at least 10 characters so reviewers have enough context.\",\"tooManyLinks\":\"Use at most 8 supplementary links.\",\"trackRequired\":\"Please select at least one track for this event.\",\"urlOrHandle\":\"Must be a valid URL or a handle like @project\",\"contactEmail\":\"Include a contact email, e.g. Name, [email protected], CEO.\",\"tooLong\":\"Too long — maximum {max} characters.\",\"teamContact\":\"Must include an email, a @handle, or a link, e.g. [email protected] or @project\",\"attentionGithubRepo\":\"Public GitHub repo link must be given to participate in Attention Rewards.\",\"referralOtherRequired\":\"Please tell us how you heard about us.\",\"tableNumber\":\"Enter your table number as a whole number from 1 to 200.\",\"minChars\":\"Add at least {min} characters.\",\"selectAtLeastOne\":\"Please select at least one option.\",\"invali
1dChoice\":\"Please choose a valid option from the list.\",\"agreeRules\":\"Please confirm the submission rules before submitting.\",\"xPost\":\"Enter a valid X (Twitter) post link.\",\"offlineEvents\":\"Pick the offline events you'll join, or select \\\"I can't make it\\\".\",\"invalid\":\"This value looks invalid — please check it and try again.\",\"serverGeneric\":\"Something went wrong submitting. Please try again, or contact support if it persists.\",\"serverBusy\":\"Too many submission attempts. Please wait a few minutes and try again.\",\"duplicateRepo\":\"This GitHub repository has already been submitted.\",\"duplicateXPost\":\"This X (Twitter) post has already been used for a submission.\",\"xMentions\":\"Your X post must mention all required accounts before submitting.\",\"submissionsClosed\":\"Submissions are closed for this event right now.\",\"roadshowDemo\":\"Please answer whether you'll join the Shenzhen roadshow demo.\",\"repoLocked\":\"The GitHub repository can't be changed after submission — keep the original link.\",\"editClosed\":\"This project can no longer be edited — the edit window has closed.\",\"notFound\":\"Submission not found.\",\"updated\":\"Saved.\",\"badVideoUrl\":\"Pitch video must be a valid http/https URL.\",\"videoClosed\":\"Pitch video supplement is not currently open.\",\"videoUpdated\":\"Pitch video updated.\",\"demoVideoUpdated\":\"Demo video link updated.\",\"demoVideoClosed\":\"Demo video editing is not currently open.\",\"deleteClosed\":\"This submission can no longer be deleted.\",\"deleteHasPayout\":\"Submissions with recorded payouts or reward claims cannot be deleted.\",\"deleted\":\"Deleted.\"}},\"checkInput\":\"Please check your input.\",\"top20Page\":{\"eyebrow\":\"OpenArena.to Top 20\",\"title\":\"Top 20 Online Pitch — progress\",\"subtitle\":\"Your registration status for the Top 20 Online Pitch. The line-up and poster are shared with judges directly.\",\"yourProgress\":\"Your progress\",\"notRegistered\":\"You haven't registered for the Top 20 pitch yet.\",\"registerNow\":\"Register now\",\"steps\":{\"registered\":\"Registered\",\"review\":\"Application reviewed\",\"session\":\"Session confirmed\",\"poster\":\"Poster published\"},\"photoOk\":\"headshot on file\",\"photoMissing\":\"headshot missing\",\"reviewStatus\":{\"pending\":\"Under review — we'll email you.\",\"approved\":\"Approved. Your session will be confirmed next.\",\"declined\":\"Not selected this time — thank you for applying.\"},\"sessionPending\":\"The team is matching sessions to your windows. You'll get an email, and it will show here.\",\"posterReady\":\"Published — see below.\",\"posterInProgress\":\"In production.\",\"editRegistration\":\"Edit windows or headshot\",\"poster\":\"Investor line-up poster\"}},\"JudgeNetwork\":{\"eyebrow\":\"OpenArena Network\",\"joinTitle\":\"Join the Judge Network\",\"joinSubtitle\":\"For experts across AI, Crypto and venture capital. Apply below; once approved you'll appear on the judge network and can edit your card from your profile.\",\"apply\":{\"emailNote\":\"Applying as {email}. Review and profile editing both use this email.\",\"name\":\"Name\",\"namePh\":\"Your name\",\"org\":\"Organization / company\",\"orgPh\":\"e.g. Amber Group\",\"title\":\"Title\",\"titlePh\":\"e.g. Partner / Researcher\",\"linkedin\":\"LinkedIn (optional)\",\"telegram\":\"Telegram (optional)\",\"expertise\":\"Areas of expertise (optional)\",\"expertisePh\":\"e.g. AI agents, crypto infra, growth…\",\"remarks\":\"Anything else (optional)\",\"remarksPh\":\"Anything you want us to know.\",\"requiredLegend\":\"required\",\"submit\":\"Submit application\",\"update\":\"Update application\",\"submitting\":\"Submitting…\",\"submitted\":\"Submitted\",\"pendingNotice\":\"Your application is in — it's being reviewed. Once approved you'll get a confirmation email and can start editing your judge profile. You can keep updating the application below meanwhile.\",\"alreadyApproved\":\"You're in — welcome to the OpenArena Judge Network. 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1<script>self.__next_f.push([1,"**ProofForge** is an early-stage but architecturally ambitious **Lean-first multi-chain smart-contract platform**. It aims to let developers write a single verified contract in Lean (with formal anchors) that compiles, tests, and deploys across heterogeneous blockchains while preserving semantics and catching incompatibilities at compile time.\r\n\r\n### Core Idea\r\n\r\nThe central thesis (quoted directly from the README):\r\n\r\n\u003e “ProofForge’s goal is one verified Lean contract codebase that can be compiled, tested, and deployed across multiple blockchain target families. Contracts are written against a chain-neutral Contract Intent API; the compiler lowers them to a portable IR, routes capabilities per target, and emits chain-native artifacts. Unsupported target capabilities are rejected at compile time instead of silently changing semantics.”\r\n\r\nInstead of the usual “write once, debug everywhere” or per-chain rewrites, ProofForge introduces a **portable IR** as the semantic anchor. A **capability registry** + **target routing** layer decides what a given chain can actually support and rejects anything that would change observable behavior. Chain-specific features (e.g., Solana PDA/CPI) live in gated **Target Extension SDKs** rather than polluting the portable core.\r\n\r\nThis creates a single source of truth in Lean for business logic, state machines, invariants, and proofs, while still producing native artifacts (EVM bytecode, Solana sBPF ELF, NEAR Wasm, Sui Move, etc.).\r\n\r\n### Traction\r\n\r\n**Very early / pre-visibility stage**:\r\n- **Stars**: 1\r\n- **Forks**: 1\r\n- **Watchers**: 0\r\n- No published releases or public packages\r\n\r\n**High internal velocity and engineering discipline**:\r\n- ~1,579 commits on `main`\r\n- Extremely active development (commits and PRs as recently as yesterday, July 12, 2026)\r\n- Recent focus: hardening the “primary triad” (EVM + Solana sBPF + NEAR Wasm), runtime safety, ValueVault scenarios, and post-consolidation cleanup after the July 2026 branch work\r\n- **P0 backend-gate covenant (D-045)** is now closed for the three primary"])</script>
1<script>self.__next_f.push([1,"27:T482,You save 40 travel Reels for a trip and end up taking none of them. Astrail fixes that. Paste the Reels that inspired you, plus your dates, budget, and origin, and our multi-agent AI turns them into a real, day-by-day itinerary on a 3D map in minutes.\n\nTwo things set us apart from every other trip-planning app:\n\n1. We never make places up. Every stop is backed by a verbatim quote from the Reel and coordinates verified against live data, so you get the exact spot from the video, not a plausible-sounding hallucination.\n2. We don't stop at planning. Most apps hand you an itinerary and leave the hard part, deciding and booking, to you. Astrail pushes into the execution phase: our agents help you make the real calls, like which hotel, and act on them, settling the booking agent-to-agent in USDC on Base. Inspiration to plan to booking, one autonomous flow.\n\nWho it's for: social-first travelers who collect endless inspiration but never turn it into a booked trip.\n\nCurrent product surface: a working web app (paste Reels to a verified, mapped itinerary, then decide and book with on-chain settlement). Beta launches 8 August 2026 for our waitlist.28:T1430,"])</script>
1<script>self.__next_f.push([1,"我们研发的 M1 是面向端侧与流式场景的高效液体神经网络架构,核心目标是大幅降低大模型的部署与训练成本,在长序列、不规则数据等真实商用场景下实现更稳定的推理效果。\n不同于传统 Transformer 依赖 KV 缓存扩容的思路,M1 基于固定大小的连续状态实现记忆流转,推理内存不随序列长度增长,所有优势均有实测数据支撑:\n长序列内存效率领先 8000 倍:百万字上下文场景下,内存占用仅为同参数 Transformer 的 1/8063。普通端侧芯片即可处理无限长的音频流、传感数据流,彻底解决长序列推理内存爆炸的行业痛点,硬件部署成本可降低 90% 以上。\n跨窗口持续记忆能力:滑动窗口场景下关键信息保留得分 0.56,同尺寸 Transformer 跨窗口记忆能力为 0,可稳定承接长文档、长对话、连续监测等流式场景的信息承接。\n不规则数据高鲁棒性:内置原生时间常数机制,非均匀采样数据下精度仅下降 7.7%,远优于 LSTM/GRU 31%~33% 的精度衰减,适配工业监测、可穿戴设备等真实世界数据场景。\n训练成本大幅降低:训练 loss 波动幅度仅为同级循环模型的 1/4,显著降低训练试错成本与算力消耗,中小团队也可高效完成架构迭代。\n原生持续学习能力:基于生成式重放机制实现 “学新不忘旧”,5 任务连续学习场景下所有种子实é
1ªŒå‡ç¨³å®šä¼˜äºŽåŸºçº¿ï¼Œæ”¯æŒç«¯ä¾§æ¨¡åž‹åœ¨çº¿è¿­ä»£ï¼Œæ— éœ€é¢‘繁全量重训。\n针对此前上下文推理的短板,我们已通过注意力机制优化完成修复:在标准指针追踪推理任务上,准确率达到 100%,反超同参数 Transformer 的 99.32%,补齐了效果层面的核心短板,实现「效率大幅领先 + 效果持平反超」的综合优势。\n目前 M1 架构已完成全量实验验证,第二代 M2 架构正在迭代,重点优化混合注意力机制与递归思考深度,未来可广泛落地于消费电子端侧 AI、工业边缘计算、流式语音交互等商用场景。\nOur M1 is a high-efficiency liquid neural network architecture designed for edge and streaming scenarios. Its core objective is to significantly reduce the deployment and training costs of large models, achieving more stable inference performance in real-world commercial scenarios with long sequences and irregular data.\n\nUnlike traditional Transformers that rely on key-value cache expansion, M1 uses a fixed-size continuous state for memory transfer. Inference memory does not increase with sequence length, and all these advantages are supported by real-world testing data:\n\nLong sequence memory efficiency is 8000 times faster: In scenarios with millions of words of context, memory usage is only 1/8063 of a Transformer with the same parameters. Ordinary edge chips can handle infinitely long audio streams and sensor data streams, completely solving the industry pain point of memory explosion in long sequence inference, reducing hardware deployment costs by more than 90%.\n\nCross-window continuous memory capability: Key information retention score is 0.56 in sliding window scenarios, while the cross-window memory capability of a Transformer of the same size is 0. It can stably handle information processing in streaming scenarios such as long documents, long dialogues, and continuous monitoring.\n\nHigh robustness to irregular data: The built-in native time constant mechanism results in only a 7.7% accuracy drop under non-uniform sampling data, far superior to the 31%~33% accuracy decay of LSTM/GRU, making it suitable for real-world data scenarios such as industrial monitoring and wearable devices.\n\nSignificantly reduced training costs: The training loss fluctuation is only 1/4 of that of comparable recurrent models, significantly reducing training trial-and-error costs and computational consumption, allowing small and medium-sized teams to efficiently complete architecture iterations.\n\nNative continuous learning capability: Based on a generative replay mechanism, it achieves \"learning new things without forgetting old ones.\" In continuous learning scenarios across 5 tasks, all seed experiments consistently outperform the baseline, supporting online iteration of edge models without frequent full retraining.\n\nAddressing the previous weakness in contextual reasoning, we have optimized and repaired it through an attention mechanism: On the standard pointer tracking reasoning task, the accuracy reaches 100%, surpassing the 99.32% of Transformers with the same parameters, addressing the core shortcomings in performance and achieving a comprehensive advantage of \"significantly superior efficiency + comparable or even surpassing performance.\"\n\nThe M1 architecture has completed full-scale experimental verification, and the second-generation M2 architecture is currently iterating, focusing on optimizing the hybrid attention mechanism and recursive thinking depth. In the future, it can be widely applied to commercial scenarios such as consumer electronics edge AI, industrial edge computing, and streaming voice interaction."])</script>
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1<script>self.__next_f.push([1,"Clawby – Financial Skills Layer for AI AgentsProject Overview\nClawby is a specialized Financial Skills Platform designed for AI Agents in the OpenClaw ecosystem (and compatible with Claude Code, Codex, and other agent frameworks). It transforms generic AI assistants into powerful financial co-pilots by packaging real-time market data, on-chain intelligence, and professional trading tools into easy-to-call Skills.Key Capabilities  Real-time Market Data: Stocks, ETFs, Forex, Cryptocurrencies, and derivatives.  \nOn-Chain Intelligence: Wallet/address analysis across 40+ chains, RPC integrations.  \nSentiment \u0026 Social Analytics: Live X (Twitter) and web sentiment tracking.  \nSpecialized Feeds: Hyperliquid, Polymarket, dark pool data, borrow rates, etc.  \nActionable Execution: Ready for analysis, decision-making, and future automated trading.\n\nProblem Solved\nMost AI trading agents lack reliable, high-quality, and properly formatted data sources. Clawby solves this by acting as a professional data and capability layer, enabling agents to move beyond chat and deliver accurate, timely financial insights and actions.Hackathon Value  One-click integration with existing OpenClaw / Claude agents (Agent ID: 3209).  \nFully compatible with major LLM providers.  \nProduction-ready data pipelines with usage quotas and high-speed access.  \nStrong focus on real-world utility: market analysis, risk monitoring, and intelligent trading assistance.\n\nVision\nWe believe the future of AI Agents lies in domain expertise. Clawby equips every agent with its own “financial brain,” turning them into competent financial assistants for traders, analysts, and DeFi users.Current Status\nOfficially launched in July 2026, already live on the marketplace, and actively used by early traders and agent developers. Rapidly iterating based on community feedback."])</script>
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1<script>self.__next_f.push([1,"Inspired by real-time-bidding ad markets, PolyAgentMarket is a decentralized, collaborative task marketplace purpose-built for multi-agent systems — lightweight but extensible agent-economy infrastructure. Core modules: agent registration and capability management (each agent declares its services, supported task types, and integration methods); task broadcast and market matching (published tasks are broadcast to qualified agents, which can respond, team up, and bid autonomously); task allocation and execution coordination (the winning agent or coalition gains execution rights and can subcontract to sub-agents); and a visual console with task tracking, agent activity, history, and response panels for both user and agent views. The emphasis is not on one smartest agent, but on letting agents self-organize into intelligent organizations that solve problems no single agent can, building a fair network where many agents coordinate, compete, and cooperate, and establishing low-coupling, high-autonomy, evolvable protocols and interfaces. The envisioned future is an Unstoppable Market: agents initiate, receive, collaborate on, and complete tasks 7x24 without human intervention, running on open, decentralized, traceable, tamper-resistant protocols. OpenAI's highest expectation for AI (Level 5) is AI as an Organization — PolyAgentMarket prototypes exactly that: a runnable, sustainable, extensible decentralized multi-agent economic marketplace."])</script>
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1<script>self.__next_f.push([1,"Project Context for Reviewers\r\n\r\nCore idea. Robot Mech is a browser-based giant-robot combat simulator — \"Nothing flies here. Everything walks.\" Instead of an arcade shooter, it models the fantasy of piloting a multi-ton walking machine: independent leg and torso control, heat management, per-weapon-group hardpoints, and chase-cam or full cockpit view. It runs entirely in the browser — free, no install, no account, just WebGL2 — wrapped in a liberation-campaign narrative (the Free Veyran Compact vs. the Karst Directorate on an occupied mining world).\r\n\r\nTraction. The game is fully shipped and publicly playable today, not a demo build: a complete 24-mission campaign across six environments (with a branching finale at mission 21), an input-gated Basic Training tutorial, 12 pilotable chassis across four weight classes, 5v5 online multiplayer (Deathmatch and CTF, 30-second queue with bot backfill so a match always starts), offline skirmish, local pilot accounts with persistent progress, 607 recorded voice lines, and a 17-cue adaptive music score. Everything the landing page claims is playable right now at /play.\r\n\r\nTechnical angle. The whole simulator is web-native: Three.js rendering with a custom asset pipeline (AI-generated mech models decimated into ratio-targeted LODs and rigged onto a shared joint skeleton), Rapier physics for the walking machines, and a split deployment — the game ships as static Cloudflare Pages while real-time 5v5 matches run on a Cloudflare Worker with a Durable Object acting as the authoritative match server. Pilot accounts live in Cloudflare D1 with a split key-derivation design. Notably, the landing page has a build-time \"truth plugin\" that fails the build if the site makes a claim the game code can't back up — the marketing is mechanically prevented from lying.\r\n\r\nWhat reviewers should look at. (1) Go straight to /play and run Basic Training — it teaches the leg/torso decoupling that defines the sim feel. (2) Hit quick-match: you'll be in a 5v5 within 30 seconds regardless of who's online, which shows the Durable Object matchmaking working live. (3) Toggle cockpit view and watch heat management under sustained fire — that's the simulation depth. (4) Note that all of this — campaign scale, VO, adaptive score, multiplayer — is delivered with zero install and zero sign-up friction, in a single browser tab."])</script>
1<script>self.__next_f.push([1,"2c:T43f,AI for Investment @ Pantheon Research\r\nAmber OPC Hackathon · BUIDL_QUESTS 2026\r\nInstitutional-grade cross-asset research command center.\r\nStrategy-first · Data-governed · Human-in-the-loop\r\n• Pitch Deck: https://docs.google.com/presentation/d/1cU0SIykqcSTXtRE_0fuQmHvZXQFZETdUYvCX1VUjbo8/edit?usp=sharing\r\n• Strategy Docs: https://drive.google.com/drive/folders/1nK3aVEqmp3ymbtQ63OD_o7f5dFRS_rHO?usp=drive_link\r\n• Demo Video: https://www.youtube.com/watch?v=wZM0uc0kFR4\r\n• Codebase: https://github.com/0xjacobzhao-byte/Pantheon-Research\r\n\r\nPantheon Research is a governed, cross-asset research operating system combining deterministic investment frameworks with five-model AI analysis. It turns validated data into explainable research, risk context, and human-reviewed decisions across Macro, Equities, Crypto, DeFi, TA, Fixed Income, FX, and Commodities. Reviewers should focus on its data provenance, fail-closed safety, model disagreement handling, and strict separation between research signals and execution: Strategy → Information → Signal → Controlled Execution.2d:T72d,"])</script>
1<script>self.__next_f.push([1,"PromptRank is an AI-native assessment platform designed to evaluate a skill that traditional assessments increasingly fail to measure: whether people can work effectively with AI without blindly trusting it. Candidates enter simulated workplace scenarios where an AI agent assists them but is intentionally seeded with realistic contextual, logical, and data-related flaws. The candidate's response becomes the assessment itself and PromptRank evaluates whether they detect, verify, challenge, and correct the AI's output.\r\n\r\nPromptRank is built around a multi-agent evaluation architecture. A Scenario Architect controls a hidden flaw schedule, a Simulator Agent conducts the live multi-turn interaction, a Behavioural Observer analyses the candidate's actions against the seeded flaws, and an Executive Grader converts behavioural telemetry into structured rubric scores. This enables PromptRank to measure behaviours such as time to detect errors, resistance to AI overconfidence, auditing rigor, and correction quality, rather than simply evaluating a candidate's final answer.\r\n\r\nThe platform currently supports the complete assessment lifecycle, from candidate intake and AI-driven simulation through automated evaluation, individual skill-gap reporting, session history, learning recommendations, and employer/institution-level cohort analytics. The application is deployed with the core multi-agent assessment loop operational.\r\n\r\nReviewers should pay particular attention to the assessment paradigm: PromptRank does not evaluate whether a candidate can simply use AI; it evaluates whether they can collaborate with, question, and verify AI when the AI itself is wrong. This human-AI interaction layer is the core innovation and creates a foundation for scalable, role-specific and enterprise-customized AI-readiness assessments."])</script>
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1<script>self.__next_f.push([1,"Core idea. FarmOS is an autonomous AI operating system for a one-person, off-grid, 18-vertical eco-tourism farm. A single Claude agent acts as the entire operations team — it senses the whole farm through a live digital twin, predicts what's about to go wrong, and acts through 12+ tools, logging the reasoning behind every decision.\r\n\r\nTechnical angle (what's actually built). A unified in-memory digital twin (18 verticals, ~90 assets/sensors) is seeded from one config file, so the whole farm is one source of truth an agent can reason across. The supervisor runs an autonomous sense→predict→act loop via the Anthropic tool-runner, and degrades gracefully to a deterministic rule engine when offline or keyless — so the demo never breaks. Two things make it more than a chatbot: (1) a hard safety invariant — it can never shed a life-support load (incubators, aerators, cold chain, animal feed/water); and (2) offline resilience — when the internet drops it keeps operating on cached rules and queues external syncs, flushing on reconnect. There's also a real-sensor integration seam: live Home Assistant/MQTT readings route into the same twin behind the same interface, so flipping one flag runs a vertical on real hardware — no rewrite.\r\n\r\nTraction. Live in production and fully browsable (no login), public repo, both flagship demos working, plus live per-vertical P\u0026L, 92% circular-economy loops, a staff-dispatch layer (AI directs the humans), a guest app, and an interactive farm map.\r\n\r\nWhat to pay attention to. (1) The crisis scenario — with battery at 22%, watch the agent shed discretionary loads while explicitly protecting every life-support load, explaining each move. (2) The offline scenario — cut the internet and it keeps the farm alive. (3) The activity log — every autonomous action carries a written rationale. The novel part isn't any single sensor or model; it's one safety-constrained agent reasoning and acting across all 18 domains at once."])</script>
1<script>self.__next_f.push([1,"2f:T4d0,PerpScalper is an autonomous order flow intelligence agent built for crypto perpetuals markets. It runs a real-time 8-layer reasoning engine that perceives raw market data — order book depth, open interest, cumulative volume delta, funding rates, liquidation levels — and autonomously outputs a directional trade verdict without any human judgment in the loop.  The 8 reasoning layers: absorption detection, iceberg order identification, delta divergence, bid wall migration, wick anatomy analysis, OI quality scoring, CVD divergence, and VWAP deviation. Each layer feeds a weighted confluence score. When the score crosses threshold, the agent fires a verdict.  Alongside PerpScalper, the CoilSpring engine autonomously scans 200+ altcoin pairs using a 5-factor confluence model trained on 28,871 historical pump signals — achieving a 64.5% pump rate at confidence scores 90-100 vs a 34.7% baseline. It runs 24/7 on AWS EC2 (Singapore + Stockholm) under PM2 with zero downtime, firing Telegram alerts to @coilspringsignals autonomously. Built, deployed, and operated entirely solo. No team, no funding, no co-founder. Live at perpscalper.xyz.X: https://x.com/GnanuGnanu4 | LinkedIn: https://linkedin.com/in/gnaneshwar-neerudi30:T638,"])</script>
1<script>self.__next_f.push([1,"Galeon is building Galeon Brain, an AI Trading Intelligence Layer for the next generation of autonomous trading.\n\nToday, crypto markets are full of signals, bots, and fragmented trading tools, but most systems still rely on fixed rules and one-time signal execution. They do not maintain continuous market cognition, adapt to changing market conditions, or learn from real trading outcomes.\n\nGaleon Brain solves this by creating a self-evolving AI decision engine for trading. It continuously analyzes market conditions, evaluates trading factors, orchestrates different strategies, executes trading logic, and learns from every result.\n\nThe system is built around 23 trading factors, 4 real-time feedback loops, and over 2,161 trading pattern memories. Through more than 7,255 feedback cycles, Galeon Brain has already started identifying noisy factors, discovering counterintuitive signals, and automatically banning failed signal combinations.\n\nGaleon Brain is currently running through Paper Trader and Copy Trader. Paper Trader validates Galeon Brain’s self-trading performance with visible trading records, including entry reasons, exit reasons, PnL, and execution history. Copy Trader allows users to follow Galeon Brain’s trading logic with their own Binance accounts.\n\nGaleon is not building just another trading bot or copy trading product. Our long-term goal is to turn Galeon Brain into a modular AI Trading Intelligence Layer that can be integrated by exchanges, wallets, AI agent platforms, and financial applications.\n\nThe future of AI Trading is not fixed-rule automation."])</script>
1<script>self.__next_f.push([1,"31:T47f,Plantiemoji is a smart plant-management platform for plant lovers and home gardeners. Built on self-developed plant-growth models, a plant-language LLM, multimodal AI recognition, and an IoT embodied-sensing system, it implements an Ambient Nature Intelligence architecture — a closed loop of environmental sensing, intelligent identification, health assessment, trend analysis, smart decisions, and personalized management. By combining environmental sensors, AI video diagnosis, plant health scoring, trend forecasting, and care recommendations, it delivers continuous sensing and precise management, replacing experience-based guesswork and inefficient routines, and serving home plant care, nature education, biodiversity conservation, and plant-resource management. The first smart device, Plantiemoji, has finished productization and entered mass production: it collects live environmental data and presents complex monitoring results through emotive, visual interaction that lowers the barrier to professional plant-health information. The companion software platform is live, with digital plant profiles for full-lifecycle health management.32:T525,VISTA is a one-stop intelligent work platform for cultural-tourism event operators, managers, and their upstream/downstream collaborators. Starting from an incomplete spoken request, it uses voice input, smart follow-up questions, and an industry knowledge base to shape a complete event plan that balances local character, creativity, and executability — then automatically decomposes it into schedules, staffing, materials, budget, risks, and delivery standards, reaching every executor precisely. When dates, venues, budgets, or processes change, the system analyzes affected tasks and roles, proposes linked adjustments, and syncs updates once the operator confirms — cutting group-chat searching, repeated form-filling, level-by-level reporting, and manual progress-chasing. It also one-click generates project briefs, report drafts, promotion plans, written materials, and retrospectives, while continuously distilling real projects into expert-curated industry knowledge and cases. VISTA first serves real in-group projects, then opens to partners, sister units, experts, and suppliers, closing the loop through subscriptions, professional services, and platform commissions — ultimately converting experience-bound event-operation capability into reusable, deliverable, scalable industry infrastructure.33:T814,"])</script>
1<script>self.__next_f.push([1,"1. Product definition: the AI visual water flosser is a personal oral-observation system of camera-flosser hardware + phone app + long-term dental records + AI/dentist photo consultation. It first helps users see and record tooth condition, removing the uncertainty of \"is there still visible residue\", and over time preserves photos, cleaning, visits, treatments, follow-ups, and consultations on a per-tooth timeline. 2. Target users (first phase): people anxious or uncertain about tooth cleaning; people who have had dental checkups and want to keep watching daily cleaning; people who want long-term records of dental photos and visits — designed for ordinary adult personal use. 3. Core scenarios: rinsing before bed / after waking / after meals or periodically; observing the mouth in real time while rinsing; photographing the same tooth area before and after cleaning; asking the AI when something looks off, and escalating the event to a dentist when questions remain; reviewing years of history by calendar or per tooth; recording visits, treatments, and follow-ups. 4. Core loop: connect device → observe live → photograph → bind tooth and area → create a tooth-issue event → AI baseline report → user confirms or asks further → optional dentist consultation → re-shoot or re-check → archive to the tooth timeline and calendar. 5. Core capabilities: visual rinsing (USB-connected working camera prototype, Wi-Fi prototype retained, iOS live view, photo/freeze/retake, quality prompts for blur/glare/droplets/darkness, AI-assisted before-after and same-tooth history comparison, time-since-last-valid-clean display with reminders, one-tap AI quick consult from the live view, AI baseline screening of visibly evident caries, gum inflammation, swelling, and calculus, and dentist consultation carrying the photos, question, and AI report in one event); a personal tooth profile (a tooth map with stable long-term identity per tooth, tracking natural teeth, missing teeth, crowns, implants, down to individual teeth and surfaces); four rec"])</script>
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1<script>self.__next_f.push([1,"## 1. 产品定义\r\n\r\nAI 可视冲牙器是一套“摄像头冲牙器硬件+手机软件+长期牙齿档案+AI/医生图片咨询”的个人口腔观察系统。\r\n\r\n产品首先帮助用户看见和记录牙齿状态,减少“不知道是否还有明显残留”的不确定感;长期通过单颗牙时间线保存照片、清洁、就医、治疗、复诊和咨询事件。\r\n\r\n## 2. 目标用户\r\n\r\n首期目标用户:\r\n\r\n- 对牙齿清洁存在焦虑或不确定感的人;\r\n- 已接受过牙科检查,希望持续关注日常清洁的人;\r\n- 希望长期保存牙齿照片、就医和复诊记录的人。\r\n\r\n首期按普通成人个人使用场景设计。\r\n\r\n## 3. 核心使用场景\r\n\r\n- 睡前、起床后、饭后或周期性冲洗;\r\n- 冲洗过程中实时观察口腔;\r\n- 清洁前后拍摄同一牙齿区域;\r\n- 发现疑问后请 AI 查看;\r\n- 仍有疑问时将当前事件交给医生查看;\r\n- 按日历或单颗牙回顾多年历史;\r\n- 记录就医、治疗和复诊事件。\r\n\r\n## 4. 产品核心闭环\r\n\r\n```text\r\n连接设备\r\n→ 实时观察\r\n→ 拍照\r\n→ 绑定牙齿与区域\r\n→ 创建牙齿问题事件\r\n→ AI 基础报告\r\n→ 用户确认或追问\r\n→ 可选医生咨询\r\n→ 补拍或复查\r\n→ 归档至牙齿时间线和日历\r\n```\r\n\r\n## 5. 核心能力\r\n\r\n### 5.1 可视冲洗\r\n\r\n- USB 直连当前真实摄像头样机;\r\n- 保留 Wi‑Fi 样机连接能力;\r\n- iOS 实时画面;\r\n- 拍照、冻结帧和重拍;\r\n- 模糊、反光、水滴、过暗等质量提示;\r\n- AI 辅助比较清洁前后及同牙同区域的历史照片;\r\n- 显示距离上次有效清洁记录的时间,并按用户设置提醒;\r\n- 从当前画面或照片直接发起 AI 快速问诊;\r\n- AI 对蛀牙、牙龈发炎、肿胀、牙结石等明显可见特征给出基础初筛判断;\r\n- 将当前照片、问题和 AI 报告带入同一事件中的医师问诊。\r\n\r\n### 5.2 个人牙齿画像\r\n\r\n- 建立个人牙齿地图;\r\n- 为每颗牙分配长期稳定身份;\r\n- 保存天然牙、缺牙、牙冠、种植体等状态变化;\r\n- 支持单颗牙和牙面区域记录。\r\n\r\n### 5.3 四类记录\r\n\r\n- 用户记录:用户感受、备注和确认;\r\n- 设备记录:照片、视频、拍摄时间和使用信息;\r\n- AI 辅助记录:质量判断、牙齿定位、疑似残留、图片对比、疾病初筛判断和建议;\r\n- 医院确认记录:经授权同步的就医、治疗、复诊和医生回复。\r\n\r\n### 5.4 终身牙齿时间线\r\n\r\n- 按时间查看;\r\n- 按单颗牙查看;\r\n- 按事件查看;\r\n- 按周期查看;\r\n- 按来源查看;\r\n- 月历、年度和事件详情视图;\r\n- 换机恢复、导出和删除。\r\n\r\n### 5.5 图片对话\r\n\r\n- 从实时画面、刚拍照片、单颗牙或日历发起;\r\n- AI 即时生成分层报告;\r\n- 用户可继续追问、补图或请医生查看;\r\n- 医生回复和 AI 报告保持来源区分;\r\n- 所有消息与证据归属同一牙齿问题事件。\r\n\r\n### 5.6 清洁间隔提醒\r\n\r\n- 用户可选择是否开启提醒;\r\n- 首页显示距离最近一次“已完成清洁记录”的时间;\r\n- 用户可选择每日、指定星期或自定义最长间隔;\r\n- 支持静默时段、稍后提醒、跳过本次和暂停提醒;\r\n- 用户可手动补记清洁,设备完成记录也可作为最近一次清洁;\r\n- 系统不把“打开 App”“仅拍照”或“仅连接设备”自动当作完成清洁;\r\n- 提醒只表达记录间隔,例如“距上次记录清洁已 2 天”,不表达“牙齿不干净”或疾病风险;\r\n- 没有足够记录时提示用户设置习惯,不制造逾期焦虑。\r\n\r\n## 6. AI 输出边界\r\n\r\nAI 可以:\r\n\r\n- 判断照片是否适合查看;\r\n- 定位牙齿和区域;\r\n- 标记疑似食物残留或可见外观变化;\r\n- 对比同牙同区域的历史照片;\r\n- 对蛀牙、牙龈发炎、肿胀、牙结石等明显可见特征给出有类别的基础初筛判断;\r\n- 使用“AI 初步判断:疑似牙结石”等清楚表达,而不是只给出模糊的“可能需要关注”;\r\n- 显示判断依据、可信程度和看不清的部分;\r\n- 建议重拍、清洁后复查、继续观察或咨询医生;\r\n- 帮助整理用户的问题和历史资料。\r\n\r\nAI 不应:\r\n\r\n- 把基础初筛判断表述成“已经确诊”或医师最终诊断;\r\n- 把照片推演表示成医生确认结论;\r\n- 在照片不可比时强行描述变化;\r\n- 使用清洁分数、满分或恐吓性表达;\r\n- 在没有可见证据时给出疾病类别;\r\n- 生成具体处方或治疗方案。\r\n\r\n## 7. ä
1½“验原则\r\n\r\n- 可见证据优先于文字结论;\r\n- 一次事件贯穿照片、报告、对话和复查;\r\n- 用户不重复填写系统已经知道的信息;\r\n- AI、用户、设备和医生来源始终清楚;\r\n- 信息逐层展开,第一屏只说“看到了什么、下一步做什么”;\r\n- 对焦虑用户采用平静、中性、可停止的表达;"])</script>
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1<script>self.__next_f.push([1,"Hoshu — a deterministic AI workbench for long-form writers, covering novels, screenplays, columns, papers, and interactive-game design: any writing that maintains heavy context and complex settings. Core claim: think once, output infinitely — one system of thought, replicable into any medium. Core philosophy: AI-in-the-Human's-Loop — AI as a lever for thought, not a replacement for thinking. The three fundamental flaws of current AI writing tools: context amnesia (by chapter 100 the AI forgot the chapter-3 setting that the hero is one-armed — character breakage and setting contradictions become the norm); uncontrollable agent behavior (the AI decides what to retrieve and which tools to call, demoting the creator from director to serviced customer); and window blowups with hallucinations (stuffing hundreds of thousands of words into context, runaway token costs, hallucination in long windows). Three core designs: (1) two deterministic harness pipelines — Track A (production): intent detection → plan generation → beats-first generation → DIFF review; Track B (consolidation): finalize trigger → entity extraction → wiki generation → index update; both deterministic, predictable, human-controllable, auditable, recoverable — the AI executes only within boundaries you draw. (2) Explicit Context Architecture: abandon probabilistic RAG for user-mounted context; YAML metadata always travels with mounted text, and the user chooses between full text (for fine style reference) or beats outline (a skeleton that massively compresses the window, suited to million-word-plus texts) — no betting on the AI guessing, no window blowups, no hallucination. (3) Beats-first generation: before drafting, the model must plan narrative beats — Setup / Process / Turning Point / Payoff — and only flesh out after the skeleton is finalized, guaranteeing every chapter a clear structure instead of one improvised burst."])</script>
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1<script>self.__next_f.push([1,"**Hoshu 逅述 —— 长文本创作者的确定性 AI 工作台**\r\n\r\n---\r\n\r\n## 一、项目定位\r\n\r\nHoshu(逅述)是一款面向长文本创作者的 AI 辅助创作平台,覆盖小说、剧本、专栏、论文、互动游戏策划等需要维护大量上下文与复杂设定的写作场景。\r\n\r\n**核心主张**:一次思考,无限输出。同一套思想体系,可复制到任意媒介形态。\r\n\r\n**核心理念**:AI-in-the-Human's-Loop。让 AI 成为思想的杠杆,而不是替创作者思考的替代品。\r\n\r\n---\r\n\r\n## 二、核心问题\r\n\r\n当前主流 AI 写作工具存在三个根本性缺陷:\r\n\r\n**1. 上下文失忆**:写到第 100 章时,AI 已经忘了第 3 章设定主角是独臂。角色崩坏、设定矛盾成为常态。\r\n\r\n**2. 不可控的 Agent 行为**:AI 自主决定检索什么、调用什么工具,创作者沦为“被服务的人”而非“主导创作的人”。\r\n\r\n**3. 窗口炸裂与幻觉**:将几十万字全文塞入上下文,Token 成本失控,AI 在长窗口中产生大量幻觉。\r\n\r\n---\r\n\r\n## 三、解决方案:三条核心设计\r\n\r\n### 1. 两条确定性 Harness 工程流\r\n\r\n将不可控的 Agent 行为拆解为两条固定轨道:\r\n\r\n**Track A(产出流)**:意图探测 → 计划生成 → Beats-First 生成 → DIFF 审查修改\r\n\r\n**Track B(沉淀流)**:定稿触发 → 实体提取 → Wiki 生成 → 索引更新\r\n\r\n两条流都是确定性的、可预测的、人工可控的,每一步都可审计、可恢复、可人工干预。AI 不自主决策,只在你划定的边界内执行。\r\n\r\n### 2. 显式上下文架构(Explicit Context Architecture)\r\n\r\n放弃 RAG 的概率性检索,改为用户主动挂载上下文。正文挂载时,YAML 元数据始终携带,用户在“完整正文”与“节拍大纲(Outline)”之间二选一:\r\n\r\n- **挂载完整正文**:适合需要精细文风参考的场景\r\n- **挂载大纲(Outline)**:只传递 Beats 骨架,极大压缩上下文窗口,适合百万级以上超长文本\r\n\r\n不赌 AI 猜你需要什么,不炸窗口,不产生幻觉。\r\n\r\n### 3. Beats-First 生成流程\r\n\r\n生成正文前,强制大模型先规划叙事节拍(Beats)——Setup / Process / Turning Point / Payoff——骨架定稿后再展开血肉。大纲(Outline)是 Beats 的结构化列表,元数据是蒸馏后的状态快照。\r\n\r\n这保证了每一章都有清晰的结构,而非 AI 凭感觉一口气生成不可控的内容。\r\n\r\n---\r\n\r\n## 四、技术架构\r\n\r\n**存储层**:所有正文和 Wiki 词条以 Markdown 文件存储(含 YAML Frontmatter),索引是程序自动生成的结构化快照。用户可直接修改源文件校准 AI 记忆,点击“重建索引”即可覆盖更新。\r\n\r\n**索引层**:索引表锁定每个实体的路径、标签/别名、状态、一句话描述。A 流启动时默认挂载索引,确保 AI 始终知道“主角当前是独臂还是健全”。\r\n\r\n**蒸馏层**:从定稿正文中提取实体生成 Wiki 词条(YAML 元数据 + Markdown 正文)。Wiki 是蒸馏的产物之一,用于跨章节的实体沉淀。\r\n\r\n**闭环**:A 流产出正文 → 定稿触发 B 流 → B 流生成 Wiki 词条 → 索引自动挂载回 A 流。越写越准,持续沉淀。\r\n\r\n---\r\n\r\n## 五、创新点总结\r\n\r\n| 创新点 | 说明 |\r\n|--------|------|\r\n| 确定性 Harness 工程流 | 两条固定轨道,AI 不自主决策,每一步可审计、可干预 |\r\n| 显式上下文架构 | 用户主动挂载,YAML 必选 + 正文/大纲二选一,窗口可控 |\r\n| Beats-First 生成 | 先生成叙事节拍骨架,再展开血肉,结构可控 |\r\n| 实体蒸馏与索引锚定 | 从定稿正文提取 Wiki 词条,索引锁定实体状态,杜绝跨章矛盾 |\r\n| 双轨闭环 | A 流产出 → B 流沉淀 → 索引回挂,越写越准 |\r\n| 真理源锁定纯文本 | 所有内容存为 .md 文件,用户可手动修正,重建索引即覆盖 |\r\n| DIFF 精确修改 | 每一次 AI 输出都可逐句审查、精确修改,改动可追溯 |\r\n| 低成本无限抽卡 | 确定性工作流使上下文可缓存,支持低成本跑数十个版本方案 |\r\n\r\n---\r\n\r\n## 六、适用人群\r\n\r\n- **小说作者**:管理数十万字的人物体系与世界观\r\n- **剧本创作者**:快速迭代对白方案,维护角色弧线\r\n- **互动游戏策划**:构建分支叙事树,保持复杂状态下的创作秩序\r"])</script>
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1<script>self.__next_f.push([1,"AI can already generate code fast, yet traditional technical interviews still test whether a candidate can write model answers alone. On the job, the real questions are: can they state requirements clearly, direct a coding agent correctly, spot the risks in AI-written code, and take over when the AI fails — owning the result in production? VibeProof comes from my real experience hiring programmers: the probing, observing, and judging I used to do in interviews is now packaged as an autonomous AI technical interviewer that runs the first round for me. Candidates face not an algorithm puzzle but a near-real production task — shipping a bulk-delete feature under time pressure. They must communicate with a coding agent to clarify permissions, data recovery, and audit requirements; review the agent's code and tests; see the security problem behind all-green tests; handle a dynamically injected production incident; and finally decide whether the feature should be cancelled, delayed, canary-released, or fully shipped. Throughout, VibeProof records every instruction, follow-up, review, rejection, incident judgment, and release decision, and scores six abilities from that real behavior: defining the problem, directing the agent, verifying AI deliverables with evidence, diagnosing production incidents, recognizing and owning release risk, and delivering efficiently. The AI autonomously runs the interview — changing task state, probing, injecting incidents, analyzing the full human-AI collaboration — while deterministic safety rules stop high-risk outcomes from being masked by high scores. Afterward the system generates an auditable hiring report where every score and recommendation cites specific behavioral evidence. VibeProof answers the question that matters in the AI-coding era: can this person be trusted to use AI-generated code and own the outcome — turning what once depended on a senior interviewer's experience into an autonomous, scalable, explainable hiring service."])</script>
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1<script>self.__next_f.push([1,"OneCFO is a proactive AI funding-opportunity agent for one-person-company founders. A solo founder can build product and serve customers, but nobody is continuously scanning the subsidies, credits, prizes, free resources, and funding scattered across government sites, developer platforms, startup competitions, accelerators, and funds — so eligible money gets missed. OneCFO's promise: you build; it picks the money up off the ground. It scans daily across small opportunities (developer credits, platform rewards, free compute), mid-size ones (startup subsidies, talent policies, venue support, innovation vouchers), and large ones (competitions, accelerators, grants, industry funds, open investment theses). For each it goes beyond search: parsing natural-language rules; matching against location, industry, company age, product stage, founder background, and tech stack; separating met, missing, and uncertain conditions; showing official sources, deadlines, value type, and confidence; preparing application checklists, project intros, and tailored drafts; and tracking to the deadline. It clearly distinguishes cash, credits, discounts, and investment — never reporting restricted credits as cash or unverified amounts as earned revenue. AI does the semantic work (rule understanding, cross-source matching, gap detection, tailored drafting) while deterministic code checks amounts, dates, hard eligibility, and deadlines. It runs autonomously; formal applications, equity commitments, and irreversible actions stay with the founder. A working data-decoupled web MVP is live, driven by structured JSON, with opportunity classification, case search, eligibility matching, source and confidence display, action preparation, human approval, and ongoing tracking, using clearly labeled synthetic data."])</script>
1<script>self.__next_f.push([1,"39:Tc2f,OneCFO 是面向一人公司创始人的主动式 AI 资金机会 Agent。\r\n\r\n一人公司可以一个人开发产品、服务客户,但通常没有专人持续搜索散落在政府网站、开发者平台、创业赛事、加速器、基金和投资机构中的机会。结果是,大量本来符合条件的补贴、Credits、奖金、免费资源和融资机会,因为信息分散、规则复杂、申请麻烦而被错过。\r\n\r\nOneCFO 的目标是:你忙着做产品,它负责把地上的钱捡起来。\r\n\r\n系统每天主动扫描公开可申请的资金与资源机会,包括:\r\n\r\n1. 小额机会:开发者 Credits、平台奖励、免费算力、软件额度和赛事权益;\r\n2. 中额机会:创业补贴、人才政策、场地支持、创新券及地方产业项目;\r\n3. 大额机会:创业大赛、加速器、Grants、产业基金和公开投资主题。\r\n\r\n对于每个机会,OneCFO 不只返回搜索结果,而会继续完成:\r\n\r\n发现机会\r\n→ 解析自然语言规则\r\n→ 根据企业所在地、行业、成立时间、产品阶段、创始人背景和技术栈判断匹配度\r\n→ 区分已满足条件、缺失条件和不确定条件\r\n→ 展示官方来源、截止日期、价值类型和置信度\r\n→ 准备申请清单、项目介绍和定制申请草稿\r\n→ 在截止日期前持续跟踪\r\n\r\n例如,一个机会可能是 $100 的开发者 Credits,也可能是数万元的地方创业支持,或一个与项目高度匹配的加速器和投资主题。OneCFO 会明确区分现金、Credits、折扣和投资机会,不将受限 Credits 误报为现金,也不会将未经核验的潜在金额描述为已经获得的收入。\r\n\r\nAI 在这里不是装饰。机会规则通常以非结构化自然语言存在,包含例外条款、隐含要求和跨页面信息。固定关键词或传统规则引擎可以核对金额和日期,但无法充分理解政策语义、企业背景与申请材料之间的关系。OneCFO 使用 AI 完成规则理解、跨来源匹配、缺失材料判断和定制申请内容生成;确定性程序负责金额、日期、资格硬条件与截止时间核对。\r\n\r\nOneCFO 也是一个自主运行的 Agent,而不是等待提问的聊天机器人。它会持续发现、匹配、准备和跟踪机会。正式申请、股权承诺、敏感声明及不可逆操作仍由创始人确认。\r\n\r\n当前已完成可运行的 data-decoupled Web MVP,由结构化 JSON 驱动,支持机会分类、案例搜索、资格匹配、来源与置信度展示、申请行动准备、人工审批和持续跟踪。Demo 使用合成数据,并清楚区分已知事实、AI 推断和未知条件。\r\n\r\n创始人的相关经验来自 Amazon Marketplace Anti-Abuse 和 Gusto 小企业资金运营:Amazon 的经历用于识别隐藏在复杂信号中的机会与异常,Gusto 的经历用于理解小企业资金流程和真实运营问题。\r\n\r\nOneCFO 的长期目标,是成为一人公司持续工作的资金机会后台:让创始人不必每天搜索“哪里有钱”,而只需要决定“这个机会值不值得申请”。3a:T5ec,"])</script>
1<script>self.__next_f.push([1,"Compass turns a real city into a game map — an AI-plus-social cultural-tourism product. Why: most visitors snap a photo, hear a blurb, and leave; hot landmarks get rushed check-ins while interesting cultural spots go undiscovered, and travelers walk away with an album but no real memory of the city. How it plays: open the map and the whole city becomes the game — find cultural anchors, converse with historical-figure AI agents, observe, gather clues, and reason through story quests to unlock cultural stamps and exclusive digital souvenirs. How it's social: add friends, see the photos, notes, and travel memories they leave on the map, follow their footprints to new places; the AI turns your exploration into shareable letters from historical figures, travel stories, and cultural postcards — from solo check-ins to discovering together. What's different: visitors don't read more introductions, they step into the story — from \\\"been there\\\" to \\\"I completed an exploration\\\", leaving their own stories and pulling friends into a discover-explore-understand-collect-share loop. For whom: teenagers, families, study tours, and domestic and international travelers — plus digital study-tour tools for tourism bureaus, scenic areas, museums, and schools. Status: starting from the Greater Bay Area, a no-download H5/web version covers 11 cities and 64 cultural anchors in six languages, with map exploration, story quests, stamp collection, route planning, travel memories, and the friend system live."])</script>
1<script>self.__next_f.push([1,"3b:T718,"])</script>
1<script>self.__next_f.push([1,"Years of quality-management work taught me that frontline workers don't lack real improvement practice — they struggle to turn it into a QC report with clear logic and solid evidence that survives review. They often don't know whether a project is worth starting, what data to collect, how to confirm root causes, or how a review expert would attack their report. I manage a 30-50 person professional team, hold a Six Sigma Black Belt, and years of QC casework have given me judgment that generic textbooks can't reproduce: what deserves a project, what data supports a conclusion, whether causes and countermeasures truly correspond, and which seemingly complete reports collapse under expert questioning. Q-Loop turns that personal experience into an autonomous agentic service. It is not a writing tool but an intelligent coach through the full QC project: describe a problem in everyday language and Q-Loop identifies project value and type, judges whether information suffices, generates the minimum necessary follow-ups, and plans current-state investigation, goal setting, cause analysis, root-cause confirmation, countermeasure implementation, and effect verification. Along the way it checks data and evidence, assembles scattered records into a structured report, then switches to the reviewer's perspective — checking consistency of dates, data definitions, and logic chains, flagging attackable content, and giving concrete revisions plus mock defense questions. When evidence is missing it asks; it never fabricates. The loop: identify value → plan the path → gather key evidence → generate the report → simulate expert review → guide revision. The goal is not writing faster but making one person's accumulated quality-management judgment standardized, productized, and reusable at scale."])</script>
1<script>self.__next_f.push([1,"3c:T64d,"])</script>
1<script>self.__next_f.push([1,"What it is: AI Film Crew is a multi-AI collaborative script-writing system. Give it an idea or a novel, and five role-separated AIs (screenwriter, writer, coordinator, reviewer, storyboarder) work like a crew to deliver a shootable feature-length script plus per-shot prompts ready for AI image/video generation. The human is only the director: set direction, final sign-off. The problem: AI writes short pieces well but collapses on long ones — forgetting earlier settings, contradicting characters, drifting into AI-flavored prose. Research (DeepMind x University of Maryland, 60k+ samples) found 79% of AI long-form has no subplots, 81% renders emotion as physical reactions, and classifiers spot it with 93.2% accuracy. The root cause: relying on model memory or the context window to hold long-form settings — neither works. Our approach: all settings live in an external shared memory bank and each AI fetches only what it needs: no reliance on model memory (memory lives in the system; models can be swapped anytime), no reliance on context (each scene gets only its few relevant entries, so the information fed stays constant no matter how long the story), and five strictly separated roles — only one can write the fact base, another independently verifies, and the writing AI never sees the source novel — mechanically preventing forgotten settings, contradictions, and plagiarism. Models are disposable executors; the system is the memory. For whom: creators, super-individuals, and small teams producing long-form video/script content alone — a film crew's division of labor in one computer."])</script>
1<script>self.__next_f.push([1,"3d:T5eb,"])</script>
1<script>self.__next_f.push([1,"With execution taken over by AI, human scarcity shifts to asking good questions, cross-domain association, taste, and judgment. Shu-Shu is an iOS growth app already live on the global App Store. What it does: it turns wanting to learn something new into growing a tree — 115 industries, from AI app development, self-media, and photo retouching to barista, drone pilot, and freediving — each split into 30-40 skill points explaining what it is, why it matters, and how to self-learn. Check in per skill mastered and your tree grows from seed to sprout to blossom. v1.3 adds Career Compass: 15 questions in 5 minutes weigh your interests, abilities, and real constraints against the 115 real paths (scored on-device, never uploaded) so you pick the right direction before planting. For whom: people seeking a new path in the AI era, and people turning interests into real skills — where the market sells either course-hawking hype or unassemblable fragments, Shu-Shu flattens the information gap; every industry's first skill point is the honest state of that trade. Where the AI is: Shu-Shu itself is proof of an AI-native one-person company — all content (115 industries, 3,900+ skill points) produced by an AI-generation + machine-validation + independent-review + human-gate pipeline; all code pair-written with AI by a founder who is a commercial photographer, not a programmer, from idea to launch to iteration. Next: productizing that capability into AI-personalized growth paths from your background."])</script>
1<script>self.__next_f.push([1,"3e:T5f0,"])</script>
1<script>self.__next_f.push([1,"Bifrost is an AI-native GTM work system for small and mid-size teams going global. It solves two common problems: product, user, content, influencer, and fulfillment information scattered across tools with no continuous business context; and traditional SaaS whose fixed fields and flows cannot keep up with rapid switching among crowdfunding, DTC sites, Amazon, media reviews, and channel partnerships. The methodology: product decides why users buy, trust decides whether they buy, and content is the main carrier of trust — quality content cannot be produced apart from business facts, so GTM should be one context-accumulating work system rather than isolated content, CRM, support, and PM flows. Built from ten years of go-global marketing across game globalization, Amazon brand operations, and smart-hardware crowdfunding, it primarily serves hardware teams across positioning, market narrative, Kickstarter launches, and post-launch growth. Information is organized wiki-style: the valuable data is user verbatims, meeting judgments, feature boundaries, partnership context, and prototype impressions — semantically rich and continuously revised. The LLM is a core capability, not a Q\u0026A bolt-on: it reads raw material, organizes business objects, updates context, and generates content and next actions; structured data pins state while the wiki preserves semantics and evidence. Six connected modules: Product Truth, Voice of Users, Influencer Network, Experience Fulfillment, and two more closing the loop."])</script>
1<script>self.__next_f.push([1,"3f:T1095,"])</script>
1<script>self.__next_f.push([1,"星桥GTM工作台(Bifrost)是一套面向中小型出海团队的 AI-native GTM 工作系统。它解决两个常见问题:一是产品、用户、内容、Influencer 和履约信息分散在不同工具中,团队缺少连续的业务上下文;二是传统 SaaS 的字段和流程相对固定,很难跟上众筹、独立站、Amazon、媒体评测和渠道合作之间的快速切换。\r\n\r\n星桥GTM工作台基于一个明确的出海方法论:产品决定用户为什么购买,信任决定用户是否愿意购买,而内容是建立信任的主要载体。高质量内容不能脱离业务事实单独生产。它需要持续吸收准确的产品信息、真实的用户问题、第三方体验和团队的履约结果。因此,GTM 不应被拆成彼此孤立的内容、CRM、客服和项目管理流程,而应形成一套能够持续积累和复用上下文的工作系统。\r\n\r\n这套产品来自十年出海营销实践,覆盖游戏全球化、Amazon 品牌运营和智能硬件众筹。目前主要服务硬件出海团队,工作范围包括产品定位、市场叙事、Kickstarter 首发和后续增长。长期的一线项目经验使星桥首先围绕真实工作链路设计,而不是从通用软件功能出发。\r\n\r\n星桥GTM工作台采用类似 Wiki 的信息组织方式。出海团队真正有价值的数据,往往不是整齐的结构化记录,而是用户原话、产品会议中的判断、功能边界、合作背景和样机体验。这些数据规模不一定大,但包含大量语义,并且会随着项目推进不断修正。LLM 在这里不只是知识库问答工具,而是系统的基础能力:读取原始材料,整理业务对象,更新上下文,并据此生成内容和下一步行动。结构化数据负责明确状态,Wiki 负责保存语义和依据,两者共同完成传统 SaaS 的业务闭环。\r\n\r\n系统目前包含六个相互连接的模块:\r\n\r\n1. 产品真相:整理产品资料、会议和测试结果,记录哪些信息已经确认、哪些只能有限表达、哪些暂时不能对外发布。\r\n2. 用户之声:接收邮件、社媒和广告评论,将问题、反馈、购买意向和合作信号沉淀到统一上下文中。\r\n3. Influencer 网络:管理 Creator、KOL、媒体和 Agency 的资料、沟通历史、Campaign、内容交付和授权。\r\n4. 体验履约:跟踪样机、配件、版本、物流、签收和返还,完整记录第三方体验的形成过程。\r\n5. 信任内容:基于产品事实、用户问题和第三方体验,生成 FAQ、Blog、官网内容和 Creator Brief。\r\n6. 行动中枢:汇总待确认问题、临近截止事项、物流风险和人工审批,形成每日工作清单。\r\n\r\n六个模块共同构成一条可持续运转的业务循环。以一条 Creator 私信为例,系统先保留原始对话并核对产品事实。无法回答的问题进入产品确认;合作机会进入 Influencer 网络;确定合作后进入寄样和履约;产品体验与评测内容再回到产品知识和内容系统。新内容带来新的用户问题和合作机会,团队的判断和处理方法也在每次循环中得到积累。\r\n\r\n在技术实现上,星桥不要求所有数据进入单一数据库。Markdown 和 Wiki 保存需要上下文的内容,CSV 和索引管理 Campaign、资产和物流等明确状态,Git 记录来源和修改历史,不同对象通过稳定 ID 建立关联。产品事实标记为 confirmed、partial、pending 或 deprecated,避免模型将内部讨论直接转化为外部承诺。发送消息、寄样、付款、定价和交付时间等重要动作继续由人确认。\r\n\r\n星桥GTM工作台已经在真实的硬件出海项目中运行,现已接入 Facebook、Instagram、广告评论和邮箱,并覆盖产品知识、Influencer、Campaign、样机履约和内容生产。目前系统管理约 300 条跨平台会话、100 多项客户及合作事项、165 个 Influencer 和媒体对象、5 个实际 Campaign,以及 62 个样机和配件资产。\r\n\r\n星桥GTM工作台的目标不是增加一套功能繁多的软件,而是为小团队提供一套能够理解业务、保留上下文并随工作方式持续生长的 GTM 系统。"])</script>
1<script>self.__next_f.push([1,"40:T571,"])</script>
1<script>self.__next_f.push([1,"Solving expensive personal training and scarce professional coaching in smaller cities, for every amateur seeking better performance. Core model: LSTM + MediaPipe — strong temporal learning, high adaptability to large data, cheap to compute, and smooth on mobile/edge. Three core functions: (1) Real-time form correction — millisecond capture and dynamic comparison of individual movements (squat, deadlift, jump shot), auto-recognizing movement phases and giving voice/text corrections on compensation or form errors; standard feature libraries are extracted from professional athletes' videos, user joint data is spatially normalized to remove height and camera-distance effects, joint angles are computed in real time, and deviations beyond thresholds are flagged (e.g. insufficient squat depth, knee valgus). (2) Trajectory recognition — high-frame-rate detection, tracking, and prediction for fast-moving equipment (basketball arcs, frisbee drift), with sport-specific training sets and YOLO-based small-object detection plus tracking for smoothed trajectories, helping users evaluate release arc, speed, and landing point. (3) Tactical analysis — rising from the personal to the situational view: feed one game video and the AI evaluates the dynamic formation and recommends the best decision at key moments (pass, drive, or shoot), built on open datasets and YOLOv8 + ByteTrack."])</script>
1<script>self.__next_f.push([1,"41:Tb15,解决私人教练昂贵及中小城市专业教练资源匮乏的行业痛点,面向所有希望提升运动表现的普通爱好者。核心架构采用 LSTM + MediaPipe 模型,具备出色的时序学习与大数据处理能力,计算开销小,极易在移动端部署落地。\n\n核心模型:LSTM + MediaPipe\n选型优势:具备时序学习能力,对大数据的适应力极强;能够高效处理时序关联数据,不仅计算开销小,还能直接在移动端/端侧流畅运行。\n核心功能介绍与实现逻辑\n一、 实时动作纠正\n功能介绍:针对个人的单兵动作(如深蹲、硬拉、投篮等)进行毫秒级实时捕捉与动态比对,自动识别动作步骤,并在出现代偿或姿势错误时提供语音/文字实时纠错指导。\n实现步骤:\n数据提取:通过提取专业运动员的规则视频建立标准特征库;再实时获取使用者(用户)的身体节点数据。\n数据预处理:进行空间归一化(消除使用者与运动员之间身材高矮、离镜头远近等因素的影响,将数据缩放到统一尺度),并进行等比例缩放。\n动作匹配与计算:系统自动识别使用者的动作步骤,实时计算关节夹角。\n偏差判定(示例):当使用者蹲到最低点时,系统将其与标准模板进行做差对比。若角度偏差超过设定阈值,即自动判定为**“下蹲深度不足”或“膝盖内扣”**。\n二、 轨迹识别\n功能介绍:专为快速移动的体育器材(如篮球抛物线、飞盘漂移弧线)进行高帧率检测、追踪与轨迹预测,帮助用户评估出手弧度、速度及落点。\n实现步骤:\n专项训练:由于不同运动的物理特性差异极大(如飞盘具空气升力,篮球受重力抛物线影响),需单独对特定运动(如飞盘运动、篮球运动)进行针对性数据集训练。\n模型部署:基于 YOLO 模型(如 YOLOv8/v11 单类检测)实现高频小目标的精准定位,结合追踪算法绘制并平滑运动轨迹。\n三、 战术分析\n功能介绍:从“个人视角”升维至“局势视角”。用户仅需投喂一段自己的比赛视频,AI 即可根据场上动态阵型,自动评估并指出在某个关键节点(如接球瞬间)该做出怎样的最佳决策(如传球、突破或投篮)。\n实现步骤:\n数据源获取:通过 GitHub 等开源平台获取大形态数据,或基于 YOLOv8 + ByteTrack 对比赛视频进行 2D 追踪提取,锁定场上队员与球的位置。\n战术推理:分析某一时间节点(如接球瞬间)的持球时间、角代战术路线以及防守人距离等数据。\n智能决策输出:让 AI 评估出当前局势下得分期望最高或防守威胁最小的解答,帮助使用者找到更快、更好的进攻路径。42:T612,"])</script>
1<script>self.__next_f.push([1,"After founding an OPC I discovered the first thing blocking me was not some grand AI vision but basic finance and tax: a brand-new company's first task is paying thousands of yuan a year to a bookkeeping agency. This work is essential yet repetitive; in two years I was fined over 1,000 yuan for a missed filing, and when I stopped renewing the accounting software my historical data could only be exported, not used. Transparent Finance was born from this: not accountant software with an AI bolt-on, but OPC finance-and-tax infrastructure founders use and entrust directly. Import bank statements, Alipay receipts, and input/output invoices, and the system recognizes transactions, matches accounts, generates vouchers, and reconciles continuously; smart invoicing takes PDFs and photos; an operations board renders daily income and expense as a GitHub-contribution-style heat grid. Founders ask questions as if talking to their finance lead — why did profit drop this quarter, what taxes are due next month — and get understandable, traceable answers grounded in the books. Monthly or quarterly it proactively drives closing and filing: checking missing documents, generating filing data, auto-filling and validating in the e-tax bureau, and pausing for founder confirmation before final submission. Judgments carry evidence, automation is traceable, and data stays with the business. Current product covers small-scale and general taxpayers with smart invoicing, operations visualization, natural-language analysis, and the China tax-filing loop."])</script>
1<script>self.__next_f.push([1,"43:T102e,"])</script>
1<script>self.__next_f.push([1,"lanpass 是一个自部署的轻量内网访问工具——你不用再问对方 IP、配白名单,只要发一串一次性凭据,对方用通用客户端(或直接让自己的 AI Agent 装个 MCP)跑一下,就能访问你机器上你指定的那几个端口,到期自动失效、随时可撤销、不接管对方全局网络、关掉不留痕。\n\n\n一、它解决什么问题\n\n场景很具体:你本地跑着一个 demo / 内部服务 / 数据库,需要让同事或客户访问一下。\n\n现有的每条路都有一个让人恼火的地方:\n\n┌─────────────┬────────┬────────────────────────────────────────────────────────────────────────────────┐\n│    方案     │  能力  │                                     卡在哪                                     │\n├─────────────┼────────┼────────────────────────────────────────────────────────────────────────────────┤\n│ 部署到公网  │ 完整   │ 要问对方 IP。对方不知道自己 IP、动态宽带明天就变、换个咖啡厅又变、公司 NAT     │\n│ + IP 白名单 │        │ 后面那个 IP 代表整栋楼                                                         │\n├─────────────┼────────┼────────────────────────────────────────────────────────────────────────────────┤\n│ ngrok /     │ 单端口 │                                                                                │\n│ Cloudflare  │  HTTP  │ 连不了 Postgres、连不了 SSH、连不了局域网另一台机器                            │\n│ Tunnel      │        │                                                                                │\n├─────────────┼────────┼────────────────────────────────────────────────────────────────────────────────┤\n│ ZeroTier    │ 完整   │ 要注册账号、建 network、对方 join 之后你还得去 web 后台勾选授权                │\n│             │ L3     │                                                                                │\n├─────────────┼────────┼────────────────────────────────────────────────────────────────────────────────┤\n│ 蒲公英      │ 完整   │ 要注册贝锐账号、绑定设备、免费版限速                                           │\n│             │ L3     │                                                   │\n├─────────────┼────────┼────────────────────────────────────────────────────────────────────────────────┤\n│ aTrust      │        │                                                                                │\n│ 之类企业    │ 完整   │ 必须管理员配策略、客户端常驻接管全局、影响你平时上网                           │\n│ ZTNA        │        │                                                   │\n├─────────────┼────────┼──────────"])</script>
1<script>self.__next_f.push([1,"44:T5b0,"])</script>
1<script>self.__next_f.push([1,"GuaFlow is Guabase's upgrade from a traditional daigou site to agent form, serving individual buyers, daigou operators, and cross-border procurement teams. Users no longer operate a complex purchasing flow: submit goals via text, product links, images, spreadsheets, or API, and GuaFlow converts unstructured demand into a persistent Purchase Mission — organizing items, specs, quantities, budget, destination, and approval rules, then continuously advancing price checks, risk assessment, approval, ordering, warehouse inspection, consolidation, and international shipping. It is not a Q\u0026A bot: it proactively watches mission state and drives the flow with business tools; on price hikes, missing specs, embargo risk, or inspection anomalies it pauses, gathers evidence, requests human approval, and resumes once authorized. Amounts, orders, payment, and logistics remain in Guabase's deterministic systems; the agent handles understanding, planning, coordination, and replanning after exceptions. The current interactive prototype demonstrates the full flow on simulated adapters: a five-item goal, detected spec gaps and price changes, consolidated approval, simulated supplier orders, and a paused fulfillment on damaged packaging awaiting the user's decision before consolidation and shipping resume. The goal: shift users from operating a cross-border system to submitting procurement goals — letting one person safely manage far more purchasing."])</script>
1<script>self.__next_f.push([1,"45:T688,"])</script>
1<script>self.__next_f.push([1,"As an AIGC designer I've accumulated deep experience in model selection, prompt writing, and image judgment. Cyber Farm turns that experience into an AI image-generation skill that keeps learning and leveling up — redesigning the complex, repetitive image-production process as a relaxed farming game. Users don't babysit generation platforms; they plant a creative direction and the system uses idle time, spare compute, and membership quotas to do the rest. The experience is a QQ-Farm-style loop: sow (state the creative need), sunlight (the agent plans and executes daily), grow (auto-select the right model to generate), harvest (auto-organize images, prompts, and model info), warehouse (quickly filter, rate, and leave feedback), ship (one-click upload to libraries or projects), and skill upgrade (the system learns from your ratings to keep refining model choice, prompts, and strategy). A few minutes of sowing and harvesting a day; everything else happens invisibly. It's not a bulk image generator but a creation system that understands you better the more you use it — good experience is retained, failures are logged, and the skill evolves through daily loops. It emphasizes convert
1ing idle compute into quality images, personal asset libraries, and reusable professional capability via automation plus human aesthetic judgment. The open skill ecosystem lets different creators train specialized skills — illustration, product design, advertising, cinematic realism, brand visuals — shared, inherited, and further trained in the open; every user can grow their own style on base skills or use industry capabilities already validated by professionals."])</script>
1<script>self.__next_f.push([1,"46:T623,"])</script>
1<script>self.__next_f.push([1,"Background: AI is collapsing the cost of creation — one person can now generate product plans, build prototypes, produce content, and test ideas. But once creation is cheap, a new bottleneck appears: we don't lack the ability to produce ideas, we lack the ability to judge which deserve investment. Many projects fail not from weak execution but because they were built on unvalidated assumptions — do users really need it, will they change behavior, is the problem important enough, is the direction worth the time? Insight: an idea should not only be refined; it must be challenged. Good founders, investors, and PMs don't immediately add features to an idea — they ask who truly needs it, how users cope today, why existing ways fall short, and what evidence supports the direction. That adversarial judgment usually takes years of experience; Bubble Hunter turns it into an AI capability anyone can use. Product: Bubble Hunter is an idea-validation challenge agent — not an AI that expands your idea, but a challenger sitting across from you. Enter an idea and instead of proposing solutions it probes: uncovering hidden assumptions, exposing logical gaps, finding key unknowns, and pushing you toward real evidence — ending in one of three calls: continue (evidence found, idea hardened), adjust (direction flawed, find the new opening), or abandon (stop low-value investment early). The current demo is a conversational challenge agent: enter \\\"an AI community for college students learning AI\\\" and it enters challenge mode instead of designing features."])</script>
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1<script>self.__next_f.push([1,"一、项目背景\r\nAI正在极大降低创造的门槛。\r\n过去,一个想法从概念到落地,需要技术、设计、开发等大量资源。\r\n而现在,借助AI,一个人也可以快速:\r\n- 生成产品方案;\r\n- 开发原型;\r\n- 制作内容;\r\n- 验证创意。\r\n但创造成本降低之后,一个新的问题出现:\r\n我们不缺少产生想法的能力,而缺少判断哪些想法值得投入的能力。\r\n很多项目失败,并不是因为执行能力不足,而是在最开始就建立在未经验证的假设上:\r\n- 用户真的需要吗?\r\n- 用户是否愿意改变行为?\r\n- 这个问题是否足够重要?\r\n- 这个方向是否值得投入时间?\r\n很多创造者不是没有能力,而是缺少一个能够站在对面、不断质疑自己的角色。\r\n\r\n---\r\n二、核心洞察\r\n一个想法不能只被不断完善,也需要被不断挑战。\r\n优秀创业者、投资人和产品经理面对一个idea时,通常不会马上帮助它增加功能,而会先追问:\r\n- 谁真正需要它?\r\n- 用户现在如何解决?\r\n- 为什么现有方式无法满足?\r\n- 什么证据证明这个方向成立?\r\n这些问题的价值在于:\r\n让创造者从自己的想象中走出来,面对真实世界。\r\n但这种判断能力通常来自多年经验,普通创造者很难获得。\r\nBubble Hunter希望将这种“反方思考方式”转化为人人可使用的AI能力。\r\n\r\n---\r\n三、产品介绍\r\nBubble Hunter 是一个 Idea Validation Challenge Agent。\r\n它不是帮助用户快速扩展想法的AI,而是一个站在创造者对面的挑战者。\r\n用户输入一个idea后,Agent不会立即提供方案,而是通过连续追问:\r\n- 发现隐藏假设;\r\n- 暴露逻辑漏洞;\r\n- 找到关键未知;\r\n- 推动用户寻找真实证据。\r\n最终帮助用户做出三个选择:\r\n继续\r\n找到足够证据,让idea更加扎实。\r\n调整\r\n发现原始方向存在问题,重新寻找机会。\r\n放弃\r\n及时停止低价值投入,把时间投入更值得的方向。\r\n\r\n---\r\n四、当前Demo形态\r\n目前Bubble Hunter以一个AI对话式挑战Agent形式实现。\r\n用户输入一个想法。\r\n例如:\r\n“我想做一个AI帮助大学生学习AI的社区。”\r\nAgent不会马上帮用户设计功能,而会进入挑战模式:\r\n“你在哪里看到大学生因为不会使用AI而产生真实损失?”\r\n“如果他们真的需要学习AI,为什么现在没有主动解决?”\r\n“什么证据证明他们愿意持续投入时间?”\r\n用户通过回答不断补充信息,Agent继续深入追问。\r\n最终形成一次从:\r\n想法 → 质疑 → 发现未知 → 验证判断\r\n的完整过程。\r\n\r\n---\r\n五、核心创新点\r\n4. 从生成型AI到判断型AI\r\n当前大量AI应用关注:\r\n- 生成内容;\r\n- 提供方案;\r\n- 提高执行效率。\r\nBubble Hunter探索的是另一种AI价值:\r\n帮助用户提升判断能力。\r\n它关注的不是:\r\n“还能怎么做?”\r\n而是:\r\n“这件事是否值得做?”\r\n\r\n---\r\n2. 从固定Prompt到动态Challenge Agent\r\nBubble Hunter不是简单通过Prompt让AI表现得更严格。\r\n因为:\r\n严厉的语气容易模拟,但好的问题很难生成。\r\n核心机制:\r\nIdea输入\r\n↓\r\n分析当前最大不确定性\r\n↓\r\n找到需要验证的关键假设\r\n↓\r\n生成针对性的挑战问题\r\n↓\r\n根据用户回答动态调整下一轮追问\r\n例如:\r\n用户提出:\r\n“我要做一个AI旅游助手。”\r\nAgent不会直接讨论功能,而会判断:\r\n当前最大未知可能是需求真实性。\r\n
1因此优先追问:\r\n“你在哪里看到游客因为不知道怎么玩而产生真实困扰?”\r\n\r\n---\r\n3. 将高手判断过程结构化\r\nBubble Hunter长期希望积累的不是“专家答案”,而是:\r\n高手面对一个idea时提出问题的方式。\r\n包括:\r\n创业者视角\r\n关注:\r\n- 用户需求是否真实;\r\n- 痛点是否足够强;\r\n- 执行路径是否成立。\r\n投资人视角\r\n关注:\r\n- 为什么现在是机会;\r\n- 是否具备长期价值。\r\n产品经理视角\r\n关注:\r\n- 用户是否改变行为;\r\n- 是否形成持续使用。\r\n让AI逐渐学习:\r\n“面对不同类型的想法,什么问题最值得问。”\r\n\r\n---\r\n六、技术与长期壁垒\r\nBubble Hunter的核心壁垒不是一个Prompt。\r\nPrompt容易复制。\r\n真正的积累来自:\r\n1. Challenge Framework\r\n结构化创新验证方法:\r\n- 用户需求验证;\r\n- 行为验证;\r\n- 商业验证;\r\n- 执行验证。\r\n让Agent知道不同阶段应该关注什么。\r\n\r\n---\r\n2. 判断案例库\r\n通过真实验证过程积累:\r\n- 哪些假设最容易导致项目失败;\r\n- 哪些问题最能验证需求;\r\n- 哪些回答代表高潜方向。\r\n形成:\r\nIdea类型\r\n↓\r\n关键假设\r\n↓"])</script>
1<script>self.__next_f.push([1,"48:T453,In an era where AI is reshaping career structures and how we work, young people face not too few opportunities but too many choices changing too fast. Old growth paths are failing, skill shelf-lives keep shrinking, and many can't judge what truly fits them, whether today's investment will still matter tomorrow, or how personal interests connect to social needs. The confusion is rarely lack of effort — it's lacking a method that understands the self, observes the world, and validates direction at the same time. This project turns trend research, life design, and futures studies into a pixel-art interactive exploration tool: starting from present realities in health, work, play, and relationships, users map experiences, abilities, values, and peak moments, combine them with political, economic, social, technological, and environmental trends, and construct several possible future worlds. Users don't decide what to do with their lives on the spot — they pick a future worth entering and convert it into an executable 90-day experiment, finding the fit between self and society through action.49:T4b7,For consultants, industry researchers, and strategy analysts, a quality deck is not a few generated slides but a full knowledge-production process — collecting material, organizing information, distilling viewpoints, building the story, and finally expressing it. Yet most AI PPT products generate pages straight from a prompt, skipping the thinking in between; users still shuttle among PDFs, Word, Excel, browsers, note apps, and PPT, leaving material scattered, logic hard to organize, content untraceable, and iteration painful. DeckFlow redefines deck creation for the AI era: not an AI PPT generator but an AI-native presentation workspace connecting the full workflow from material organization to final output. Philosophy: AI should assist the entire knowledge-production process, not just the last page-generation step. Borrowing from AI coding agents, DeckFlow decomposes deck creation into continuous, editable working stages unified in one workspace, holding throughout to human-in-control, source-first, traceable, editable, and AI-assisted principles. Architecture: each project flows through four connected layers — Source, Research Workspace, Story Workspace, and Presentation Workspace.4a:Teda,"])</script>
1<script>self.__next_f.push([1,"# 项目简介\n\n对于咨询顾问、行业研究员、战略分析师等知识工作者来说,制作一份高质量 PPT 并不是简单地生成几页幻灯片,而是一个从资料收集、信息整理、观点提炼、故事构建到最终表达的完整知识生产过程。\n\n然而,现有 AI PPT 产品大多直接从 Prompt 生成页面,忽略了中间最重要的思考过程。用户仍然需要在 PDF、Word、Excel、浏览器、笔记工具和 PPT 之间频繁切换,导致资料分散、逻辑难以组织、内容无法追溯,也难以持续迭代。\n\nDeckFlow 希望重新定义 AI 时代的 PPT 创作方式。\n\n它不是一个 AI PPT Generator,而是一个 AI Native Presentation Workspace,打通了从材料整理到最终 PPT 输出的完整工作流,并将所有环节整合到统一工作空间中。\n\n\n# 产品理念\n\n## AI Native,而不是 AI PPT\n\nDeckFlow 并不是一个\"输入一句 Prompt 自动生成 PPT\"的工具。\n\n我们认为,对于专业知识工作者来说,AI 应该辅助整个知识生产过程,而不仅仅负责最后一步页面生成。\n\n因此,DeckFlow 的定位是:\n\n\u003e **An AI Native Presentation Workspace**\n\n借鉴 AI Coding Agent 的工作方式,将 PPT 创作拆解成多个连续且可编辑的工作阶段,并统一在一个 Workspace 中完成。\n\n整个过程始终保持:\n\n- Human in Control(人始终掌握创作过程)\n- Source First(原始资料始终存在)\n- Traceable(所有内容均可追溯来源)\n- Editable(每一步都可以修改)\n- AI Assisted(AI 始终提供上下文辅助)\n\n---\n\n# 产品架构\n\n整个产品围绕一个 Project 展开,由四个连续的工作层组成。\n\n```\nProject\n\n↓\n\nSource\n\n↓\n\nResearch Workspace\n\n↓\n\nStory Workspace\n\n↓\n\nPresentation Workspace\n```\n\n---\n\n# ① Source(资料层)\n\nSource 是整个项目的基础。\n\n所有 PDF、PPT、Word、Excel、网页等原始资料都会统一存放在 Source Library 中。\n\n特点:\n\n- 保留原始内容\n- 不允许 AI 修改原文\n- 支持全文检索\n- 所有后续内容均可追溯至 Source\n\nSource 是整个 Workspace 唯一可信的数据来源。\n\n---\n\n# ② Research Workspace(研究工作台)\n\nResearch Workspace 是 DeckFlow 的核心创新之一。\n\n不同于传统 AI Chat,也不同于普通文档阅读器,它采用 **Infinite Canvas(无限画布)** 的形式组织知识。\n\n用户可以在这里:\n\n- 阅读原始资料\n- 标注重点内容\n- 摘录引用\n- 对比多个来源\n- 添加个人 Note\n- 提炼 Insight\n- 创建 Evidence\n\n整个过程围绕\"知识对象(Knowledge Objects)\"组织,而不是围绕聊天记录。\n\nAI 可以根据当前对象进行:\n\n- 总结\n- 翻译\n- 提炼观点\n- 寻找相关资料\n- 生成 Evidence\n\n但所有结果都会保留与原始资料之间的引用关系。\n\nResearch Workspace 的目标不是生成 PPT,而是完成知识整理。\n\n---\n\n# ③ Story Workspace(Semantic Slide Editor)\n\nStory Workspace 是整个产品的第二个核心创新。\n\n它并不是传统 PPT 的大纲模式,而是一个 **Semantic Slide Editor(语义幻灯片编辑器)**。\n\n每一页并不是编辑文字,而是在定义这一页真正要表达什么。\n\n每一个 Semantic Slide 包括:\n\n- Page Thesis(页面核心观点)\n- Purpose(页面目的)\n- Supporting Evidence(支撑证据)\n- Content Blocks(内容结构)\n- Presentation Pattern(推荐表达方式)\n\n例如:\n\n```\nPage Thesis\n\n海外短剧市场已经进入快速增长阶段。\n\n↓\n\nSupporting Evidence\n\n市场规模增长\n用户增长\n平台投入\n\n↓\n\nPresentation Pattern\n\nTrend + Key Metrics\n```\n\nStory Workspace 将 Presentation 从\"页面编辑\"提升为\"故事构建\"。\n\n---\n\n# ④ Presentation Workspace(Slide Preview)\n\nPresentati"])</script>
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1<script>self.__next_f.push([1,"The problem: two years into content creation I realized a creator holds five jobs at once — researcher (spotting trends), strategist (topic judgment), writer, editor (revision + hooks), and operator (platform adaptation) — all trapped in one person's time. That is the real one-person-company bottleneck: not a lack of ideas, but too many only-you-can-do steps between idea and publish. CreatorOS is a node-canvas AI content-creation system — not an AI writing tool, but my two years of experience encoded into five collaborating agents: Draft Agent (5 selectable styles: general/practical/opinion/lyrical/narrative) turning fragments into structured drafts; Hook Agent (12 hook types plus stacking) generating titles and openings; XHS Agent producing complete Xiaohongshu packages (title, cover copy, body, tags); X Agent turning Chinese longform into English threads (6-10 tweets plus hashtags); WeChat Agent expanding, formatting, and packaging official-account longform. Every prompt template distills analysis of my own high-performing content — voice, hook preferences, platform logic. The system executes; the human reviews. Workflow: idea in → Draft Agent → mandatory human checkpoint → Hook Agent → final draft → per-platform split-and-merge into ready-to-publish packages. Why agentic: my creative judgment is encoded in system prompts and executed autonomously — my role shifted from executor to reviewer, and an afternoon's work now takes 15 minutes. Stack: React + TypeScript + Vite + React Flow."])</script>
1<script>self.__next_f.push([1,"4c:T994,## 问题\r\n\r\n做自媒体两年,我发现一个创作者其实同时在干 5 份工作:研究员(看热点定方向)、策略师(选题判断)、作者(写稿)、编辑(改稿+设计钩子)、运营(适配各平台)。这些能力全部困在一个人的时间里。这就是\"一人公司\"最真实的瓶颈——不是没想法,而是想法到发布之间有太多\"只有你能做\"的事。\r\n\r\n## CreatorOS 是什么\r\n\r\nCreatorOS 是一个基于节点画布的 AI 内容创作系统。它不是一个\"AI 写作工具\"——它把我两年自媒体创作经验编码成了 5 个可以自主协作的 Agent:\r\n\r\n- Draft Agent(5 种可选文风:通用/干货/观点/抒情/叙事):碎片想法 → 结构化文章初稿\r\n- Hook Agent(12 种钩子类型 + 叠加策略):分析稿件 → 生成标题和开头钩子\r\n- XHS Agent:全文 → 小红书完整发布包(标题+封面文案+正文+标签)\r\n- X Agent:中文全文 → 英文 Thread(6-10 条推文+Hashtags)\r\n- WeChat Agent:全文 → 公众号长文扩写+排版+完整发布包\r\n\r\n每个 Agent 背后的 prompt 模板,都是从我自己高赞内容的分析中提炼出来的——语言风格、钩子偏好、平台适配逻辑。系统做执行,人做审核。\r\n\r\n## 工作流\r\n\r\n灵感输入 → Draft Agent(生成初稿)→ Human Checkpoint(人工修改,不可跳过)→ Hook Agent(标题钩子)→ 最终稿件 → 分平台\"分-合\"(每个平台独立生成标题、封面、正文适配,最终组装成可直接复制发布的完整内容)\r\n\r\n## 为什么这是 Agentic Service\r\n\r\n不是在聊天框里问 AI \"帮我写一篇小红书\"。而是我的创作经验被编码进 system prompt,AI 按照我的判断逻辑自主执行。我的角色从\"执行者\"变成了\"审核者\"——只需要输入想法、审核修改、确认发布。过去从想法到三个平台的可发布内容需要一整个下午,现在 15 分钟。\r\n\r\n## 技术\r\n\r\n- 前端:React + TypeScript + Vite + React Flow(节点画布)\r\n- AI:DeepSeek API(OpenAI 兼容接口,可切换任意服务商)\r\n- 状态管理:Zustand + localStorage 持久化\r\n- 全流程在浏览器端运行,无需后端\r\n\r\n## 下一步\r\n\r\n- Opportunity Agent:每日自动分析平台趋势,主动推荐选题\r\n- Memory Agent:自动关联历史素材和已发布内容\r\n- Reflection Agent:发布后回收数据,反哺 prompt 优化4d:T8bf,"])</script>
1<script>self.__next_f.push([1,"The problem: AI agents are already doing real work — writing code, changing configs, releasing, collaborating, deciding on people's behalf — but humans can't see what they're doing. Existing tools are all lists of events (logs, dashboards, traces) that say what happened but can't answer the four questions that matter: what is the state right now, why did this happen, where is it stuck, and who is responsible. The more agents, the deadlier the gap: the bottleneck is no longer agent capability but human understanding and governance. The insight: this is not a dashboard problem but a compiler problem — the facts of a real system (harness, A2A, code, protocols, plans, permissions, resources, claims, evidence, observations, multi-source event records) are a source language, and source languages can be compiled. What we built: Agent World is a bidirectional semantic compilation system. Forward: real system facts → AWIR (an intermediate representation) → a continuous semantic world (running state) → a 3D city (the human projection). Reverse: your in-world actions → a command gateway (permission/version/skill checks) → the real system → new event records → the world changes. The form is a living city you can enter, roam, and operate: a building is a repository, a road is a call chain worn in by real throughput, anything that moves is an agent, and fog on the ground means nobody has watched this area for three hours. Buildings grow floor by floor in front of you; failures stop at the exact position where they failed. Why it isn't a visualization toy: honesty is a hard constraint, not a principle — every element must trace back to a real object via source maps or it may not be drawn; Planned/Pending/Simulated/Reported/Historical/Unknown are never passed off as Actual/Confirmed; after a command is submitted the world may not optimistically play forward — authoritative state changes only when the real event returns; errors don't just light a red lamp, they stop where the failure happened (403 at the gate, timeouts at the waiting spot, backlogs in the queue); repeated failures are not rewarded — retry storms don't crystallize into highways, they appear as congestion and circuit-breaking."])</script>
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1<script>self.__next_f.push([1,"■ 问题\r\n\r\nAI Agent 已经在真实地干活了——写代码、改配置、发布、互相协作、代表人做决定。但人类看不见它们在干什么。\r\n\r\n现有的手段全是\"事件的清单\":日志、dashboard、trace。它们能告诉你\"发生了什么\",但答不出真正要紧的四个问题——\r\n现在到底是什么状态、这件事为什么会发生、卡在哪、谁该负责。Agent 数量越多,这个缺口越致命:\r\n瓶颈不再是 Agent 的能力,而是人类的理解与治理能力。\r\n\r\n■ 洞察\r\n\r\n这不是一个 dashboard 问题,是一个编译器问题。\r\n\r\n真实系统里的事实——Harness、A2A、代码、协议、计划、权限、资源、声明、证据、观测、多源事件记录——\r\n本质上是一门源语言。它可以被编译。\r\n\r\n■ 我们做的\r\n\r\nAgent World 是一个双向语义编译系统:\r\n\r\n  正向:真实系统事实 → AWIR(中间表示)→ 持续语义世界(运行状态)→ 三维城市(人类投影)\r\n  反向:你在世界里的操作 → 命令网关(权限/版本/技能校验)→ 真实系统 → 新的事件记录 → 世界改变\r\n\r\n呈现形态是一座可以进入、漫游、操作的活城市:\r\n一栋楼是一个代码仓库,一条路是一条被真实吞吐走出来的调用链,任何会动的东西都是一个 Agent 本身,\r\n一片起雾的地面表示\"这里三小时没人看管了\"。楼会当着你的面一层层长起来;出问题的东西会停在它失败的那个位置。\r\n\r\n■ 为什么它不是数据可视化玩具\r\n\r\n我们把\"诚实\"做成了硬约束,而不是原则:\r\n\r\n  · 每个元素必须能通过 Source Map 反查到真实对象,查不到就不许画;\r\n  · 绝不把 Planned / Pending / Simulated / Reported / Historical / Unknown 冒充 Actual / Confirmed;\r\n  · 命令提交后世界不许乐观演完——必须等真实事件回来才改变权威状态;\r\n  · 错误不是\"亮个红灯\",它停在失败发生的位置:403 停在门口、超时停在等待位、堆积停在队列里;\r\n  · 失败的重复不会被奖励——重试风暴不结晶成高速路,它表现为拥堵与熔断;\r\n  · 隐藏画面上大部分文字之后,仍然要读得出:谁在做什么、卡在哪、为什么、结果如何。\r\n\r\n■ 它已经有真实的数据源(不是 mock)\r\n\r\n驱动它的是我们自己在生产中使用的多 Agent 开发 harness(Harness V3 Flowness):\r\nfail-closed 门禁、append-only 事件账本、独立审计、义务(Obligation)系统,\r\n以及一处密码学不可伪造的人类授权——Owner 用 Ed25519 私钥对本次动作的确定性挑战做离线签名,\r\nAgent 能发事件但造不出有效签名。\r\n\r\n这条账本目前有 62.5 万条事件、123 种类型(其中 90.9% 是需要被归并的噪声——\r\n这恰好证明了\"为什么需要编译而不是直接展示\")。\r\n\r\n■ 最有意思的一点\r\n\r\n建造这个项目的 harness,就是这个世界的数据源。\r\n那 62.5 万条事件,就是\"造它\"本身产生的。它在可视化自己被造出来的过程。\r\n\r\n■ 现在能体验到什么\r\n\r\n一个跑在 Babylon.js 上的三维原型:样板街角已按施工图纸建成(真实内凹窗洞、街道断面 1:1、\r\n程序化塔吊、可进入建筑),三档光照,五视角,召出式指挥台、玻璃卡、拖拽派工、\r\n命令网关校验、卷宗与世界镜头双向同步,以及一个\"从空地长成城市\"的生长循环。"])</script>
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1<script>self.__next_f.push([1,"For big equipment going global, the hardest part isn't building the product — it's getting overseas customers to truly understand it in minutes. IPIS (Immersive Product Intelligence System) is an immersive AI sales platform for complex B2B products: industrial equipment, robotics, new energy, medical devices. Customers enter real product scenarios through AR glasses while sales controls the pace from a tablet console; with consent, the system captures dwell, interaction, replays, browsing paths, and keywords, then combines the corporate knowledge base to generate interest analysis, need summaries, product recommendations, sales strategy, and custom proposals. IPIS is not a one-off digital showroom or a chatbot in AR — it closes the loop of immersive experience, behavior capture, AI insight, sales assistance, proposal generation, and data accumulation. Where trade shows used to leave only business cards and impressions, equipment too big to ship or too complex to explain can now be truly seen and understood at any show or visit, and what customers actually care about becomes the next sales action. Local-first architecture: AR glasses and the tablet console run core display, flow control, and capture over LAN, so congested venue networks never interrupt the experience; once online, AI workflows add multilingual analysis, customer insight, follow-up emails, proposal outlines, and deck outlines. IPIS aims to be the intelligent pre-sales infrastructure of manufacturing globalization: every demo closer to a deal, every customer experience compounding into reusable growth assets."])</script>
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1<script>self.__next_f.push([1,"Zhixu Factory AI is an intelligent production-planning platform for multi-product, small-batch, shared-line manufacturers — a closed management loop of forecasting, planning, execution, and retrospection. Forecast layer: combining order history, sales plans, current inventory, delivery cycles, and demand volatility to predict demand, replenishment, and stockout risk with confidence levels. Planning layer: converting process similarity, cleaning time, and cleaning cost into an asymmetric changeover matrix, then using operations research plus AI to auto-generate batch sizes, line assignment, product sequence, and cleaning schedules under delivery, inventory, minimum-batch, capacity, and quality constraints. Execution layer: decomposing weekly plans into daily plans, shift tasks, and cleaning tasks; capturing actual starts, completions, output, cleaning, downtime, and quality; dynamically re-sequencing later plans around frozen tasks when rush orders, breakdowns, or shortages hit. Retrospection layer: comparing forecast, plan, and actuals to identify demand error, takt deviations, and unplanned losses, continuously correcting parameters so the system gets more accurate with use. Case: a flavor-and-fragrance maker with ~3B RMB market cap and ~1B revenue earns under 50M profit, its planning still hand-scheduled; shared lines mean every changeover needs cleaning whose time and cost vary sharply by product pair, and experience-based sequencing causes unreasonable changeovers, excess deep cleans, low utilization, delivery risk, and wasted labor, energy, and materials. The demo compares manual versus AI scheduling with one click."])</script>
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1<script>self.__next_f.push([1,"智序工厂 AI 是一套面向多品种、小批量、共享产线制造企业的智能生产计划平台。产品是一套由预测、规划、执行和复盘四个层次组成的生产管理闭环方案。\n\n预测层:结合历史订单、销售计划、当前库存、客户交付周期和需求波动,预测未来产品需求、建议补产量及缺货风险,为排产提供带置信度的需求输入。\n\n规划层:将产品工艺相似度、清洗时间和清洗成本转化为非对称产品切换矩阵,利用运筹优化与AI算法,在满足订单交期、库存、最低生产批量、设备产能和质量安全约束的前提下,自动生成生产批量、产线分配、产品顺序和清洗安排。\n\n执行层:将周计划分解为日计划、班次任务和现场清洗任务,采集实际开工、完工、产量、清洗、停机和质量等待信息;发生紧急插单、设备故障或缺料时,在保留冻结任务的基础上对后续计划进行动态重排。\n\n复盘层:比较预测、计划与实际执行结果,识别需求误差、生产节拍偏差和计划外损失,持续修正需求预测、设备生产节拍、产品切换时间和成本参数,使系统越用越准确。\n\n四个层次形成“预测需求—生成计划—现场执行—结果复盘—参数更新”的滚动优化闭环,使生产计划既能统筹订单、库存与产能,也能快速响应现场变化。\n\n以亚香香料为例,公司市值约30亿元、年营业收入约10亿元,但年利润不足5000万元。企业拥有稳定的产品、客户和生产工艺,但生产管理仍较多依赖“小作坊式”的人工经验。生产计划主要由计划员手工编排,订单交期、库存、设备产能、生产批量和换产清洗要求难以得到系统性统筹。\n\n香料制造具有多品种、小批量、共享产线的特点。不同产品共用生产设备,每次换产都需要清洗,而不同产品之间的清洗时间、清洗强度和成本差异明显。传统经验式排产容易造成产品切换顺序不合理、深度清洗次数过多、设备利用率低、交付风险高,以及人工、能源、清洁剂和物料损耗增加。\n\n智序工厂 AI 以“共享产线生产排序”为核心,通过AI和运筹学相结合,在满足交期、库存、产能和质量约束的前提下,自动寻找综合成本更低的生产顺序。产品Demo可以一键对比人工排产和AI排产方案,直观展示清洗时间、清洗成本、设备利用率和订单准交率的变化,并支持紧急插单后的动态重排。\n\n项目的目标不是替代生产计划员,而是把计划员的经验转化为数据、规则和持续学习的模型,在不新增大型生产设备的情况下,帮助企业减少换产清洗、释放有效产能、降低生产成本并改善利润率。\n\n商业模式\n\n项目具备清晰的“亚香内部落地验证—标准产品沉淀—同类工厂复制销售”商业路径。\n\n第一阶段:亚香香料内部直接落地\n\n项目发起人本人即为亚香香料数字化转型负责人,能够直接参与生产流程梳理、数据协调、系统建设和工厂推广。产品完成后可以直接选择一条共享产线或一个生产车间开展试点,不需要额外寻找首个应用客户,具备真实业务场景、生产数据、现场人员和管理推动条件,落地性强。\n\n试点采用“现状基线—AI辅助排产—现场执行—效果复盘”的方式,通过真实生产结果验证成本节约和效率提升,再逐步推广至更多产品、产线和工厂。\n\n第二阶段:形成可量化的内部经济价值\n\n根据初步业务测算,仅清洁成本一项,每年即可节约约50万元;若复用至企业现有的6个工厂,预计年度节约金额约300万元。\n\n除此之外,生产顺序优化还可以减少设备非生产时间,提高设备利用率并释放现有产能。由设备利用率提升带来的新增产出、交付能力和销售收益尚未完全计入上述300万元,因此项目实际价值具有进一步增长ç©
1ºé—´ã€‚\n\n项目能够形成清晰的投入产出测算:企业不需要先新增昂贵的生产设备,即可通过优化现有订单、库存、设备和生产顺序降低成本、释放产能并改善利润率。\n\n第三阶段:形成标准产品并向其他工厂销售\n\n在亚香香料完成内部验证后,可将产品、订单、库存、设备、工艺路线、切换矩阵和生产约束沉淀为标准数据模型,把试点形成的算法和实施方法封装成可配置的软件产品。\n\n产品可进一步销售给精细化工、食品添加剂、涂料、日化、医药中间体等同类型制造企业。这类企业通常具有产品稳定、客户稳定、生产工艺稳定,但排产依赖人工经验、设备共享、换产频繁、管理粗放和利润率不高等共同特点,具备广泛的智能排产需求。\n\n收费模式\n\n产品采用“订阅制软件+初始实施配置+系统集成+持续优化服务”的收费模式:\n\n基础版:单产线智能排序、排产可视化和优化前后对比。\n\n专业版:多产线排产、库存约束、动态插单、执行跟踪和复盘学习。\n\n企业版:与ERP、MES、WMS等系统集成,并提供企业专属约束模型。\n\n实施服务:产品主数据治理、切换矩阵建立、业务规则梳理和模型初始化。\n\n增值服务:生产管理诊断、模型持续优化、工厂推广和经营效果分析。\n\n企业可以从一条产线、一个车间开始低成本试点,以实际节省金额和设备利用率提升验证价值,再逐步扩大订阅范围,实现从单产线到多产线、从单工厂到集团化应用的持续收入。"])</script>
1<script>self.__next_f.push([1,"52:T4e3,The problem: a creator's biggest time sink is not having ideas but adapting one idea to every platform — one topic becomes a 280-character Twitter zinger, a 150-200-word LinkedIn narrative, and a Xiaohongshu package of title, body, tags, and emoji, burning 2-4 hours a day; generic AI tools (ChatGPT, Jasper) produce same-sounding content that never learns your voice. SeedX's answer: (1) five-layer style learning — upload 3-5 past pieces and the AI models surface patterns, sentence structure, vocabulary preferences, platform adaptation, and temporal evolution, so output sounds like you, not like AI; (2) one-click multi-platform expansion — pick a topic, tick target platforms (X, LinkedIn, Xiaohongshu, etc.), and generate native versions per platform: different lengths, tones, structures, all in your style; (3) hit-content teardown and batch analysis — paste a viral link and the AI decomposes its structure and generates your version; analyze many and it extracts reusable templates; (4) publish plus data loop — OAuth publishing to Twitter/LinkedIn with performance data feeding the style model. Stack: React + Vite + TypeScript, Cloudflare Pages + Functions, Firebase Auth + Firestore, DeepSeek API, Creem payments, Resend email.53:T434,Xuance Tianji is a personal strategy agent built on DeepSeek's deep-reasoning model, fusing five esoteric systems (Qimen Dunjia, Five Elements and Six Cycles, numerology, astrology, tarot) with three strategic models (The Art of War, the Thirty-Six Stratagems, game theory) to deliver executable destiny strategies. Two core functions. Personal Destiny Compass: enter name, birth data, birthplace, near-term plans, and history, and the AI reasons out three months of month-by-month fortune analysis across eight dimensions (career, study, family, love, relationships, health, wealth, interests) — each with strength-leveraging plans, risk warnings, and contingency plans — plus a three-year trend brief. Relationship Game-Theory Sandbox: enter several friends' birth data and plans plus your relationship tendencies, and the AI forecasts each person's trajectory with concrete strategy advice — optimal timing, scripts, positioning, and win-win designs. The differentiation: upgrading fortune-telling into strategy consulting — esoterica as an executable action guide.54:T533,One-liner: an intelligent growth navigator for university students and early professionals, turning a vague \\\"I want to be a PM / programmer\\\" into a clear staged learning map from zero to job-ready. Users: confused sophomores/juniors and career-switchers with 1-3 years' experience whose pain is too much scattered material, unclear target-role skills, and no sensible pacing from beginner to job hunt. Flow: enter a target role (e.g. ByteDance PM) and background; the AI asks three key questions (weekly hours, learning-style preference, priority gaps); generates a capability-gap diagnosis visualizing fit against the role; outputs a personalized path (foundation → skills → project practice → job sprint); users drag stage lengths or exclude branches (e.g. skip programming, lean commercial); the AI re-optimizes in real time into week-level task lists with book and course links; then daily check-ins track progress. The AI's role: gap diagnosis, content generation, resource recommendation, and decision help at forks. MVP validation: no accounts or complex algorithms — an H5 landing page plus a form covering just PM and frontend roles, producing a polished web plan from preset rules; success measured by form completion rate and share-with-classmates rate to test whether a clear path is what users would pay for.55:T677,"])</script>
1<script>self.__next_f.push([1,"Core idea: validating whether something can work used to cost 10-100 days and thousands of yuan; now it takes minutes and pennies. Four hurdles solved: polluted, unrepresentative data reaching generic agents; ideas untested by the market until you're halfway in (red ocean, no demand, wrong geography); the high cost of real objective data; and validation limited to friends and social posts with tiny, face-saving samples. Progress: a complete public web demo running end to end. Technical highlights: a real-data pipeline (Exa structured output with field-level citations, SiteData 12-month trends; auto-splitting a track into sub-segments, multi-path parallel retrieval, market-level aggregation of volume/leaders/trends/concentration — mechanically avoiding conclusions from one niche product); a true multi-agent jury (TinyTroupe — each juror an independent TinyPerson with THINK/TALK/DONE cognitive loops debating in a TinyWorld, running on DeepSeek V4 via a custom client patch); and dynamic personas with user/professional separation (different products generate different target users; user-jurors speak from lived experience while professional jurors read market data — avoiding role breakage). What to review: whether the AI is truly necessary (synthetic juries and grounded multi-path research compress two person-weeks into 60 seconds; the jury genuinely debates rather than one prompt playing ten roles), data authenticity and traceability (judgments rest on clickable sources, not LLM invention), and real methodology encoded in the flow (falsify first, look at distributions not means, wedge into gaps, route data sources by market)."])</script>
1<script>self.__next_f.push([1,"56:T923,"])</script>
1<script>self.__next_f.push([1,"(The full problem statement and the live three-source USDT walkthrough are in PROJECT INTRODUCTION. This field is the reviewer-facing case for ranking it.)\r\n\r\nWHAT IS ACTUALLY SHIPPED AND CHECKABLE IN THE REPO TODAY\r\n- Three real adapters against live, key-free vendor APIs (GoPlus Token Security, honeypot.is, DexScreener), with the vendors' real field names and their real traps absorbed.\r\n- A working MCP server: stdio, two tools, verified by a real client handshake on protocol 2025-11-25 — not a claim in a README.\r\n- 36 passing tests, zero dependencies in the core, frozen real-payload fixtures so the suite never depends on three third-party services staying up.\r\n- A calibration harness, shipped as an instrument and labelled as one, because no labelled data has been run through it.\r\n\r\nWHY IT FITS TRACK 5 SPECIFICALLY\r\nA solo builder cannot staff a vendor-evaluation desk. The organisations that can — funds, exchanges, large protocols — already have internal risk teams and can absorb vendor disagreement with headcount. Solo builders hit exactly the same disagreement problem with none of that, which is where a thin, auditable, dependency-free layer earns its place. One founder plus agents produced a primitive, not a landing page.\r\n\r\nWHAT I WOULD RATHER BE JUDGED ON THAN A FEATURE LIST\r\n- The repo states what it deliberately did not build and why (HTTP inside the library, auth, multi-tenancy), instead of leaving an empty roadmap that implies future work.\r\n- It names its own weakest point without being asked: thresholds are uncalibrated, and the labelled datasets that exist are assembled after the fact from completed scams, so calibrating against them would tune for post-mortem recognition rather than pre-commitment warning. That distinction is in the docs.\r\n- It returns \"unavailable\" instead of inventing a number, in three separate real failure modes.\r\n- There is no fabricated TAM in this submission because I do not have one. Revenue paths are listed as candidates, with three falsification conditions stated up front.\r\n\r\nREPRODUCIBLE IN ONE COMMAND, NO API KEYS\r\npython examples/live_multi_source.py 0xdAC17F958D2ee523a2206206994597C13D831ec7\r\n\r\nThat command hits three live public APIs and prints the disagreement, the refusal to guess, and the audit trail. It is the whole argument, and it runs today."])</script>
1<script>self.__next_f.push([1,"57:T6f9,"])</script>
1<script>self.__next_f.push([1,"SleepMode PM — your AI product manager that works while you sleep\nEvery team faces the same silent bottleneck: not how to build — but knowing what to build next. Sales teams miss hot leads buried in website chats. Engineering teams sit on a backlog no one has time to triage. Existing AI tools (Cursor, Copilot) only help after you've already decided and written the prompt. SleepMode PM decides for you — across your market and your code — then executes on one tap.\n\nIt runs two autonomous tracks under one dashboard:\n\n🔥 Business side — from knowledge base to hot leads.\nPoint it at your website. Oxylabs crawls your pages live and Doubleword embeds them into a knowledge base that trains your AI support agent. That agent talks to visitors, and SleepMode PM scores every conversation Hot / Warm / Cold — grounded in your actual content, in the customer's own language. The instant a hot lead appears, your team is pinged on Telegram and Slack. No lead goes cold.\n\n💻 Engineering side — from repo to shipped code.\nConnect a GitHub repo. A team of agents — Scout, Ideator, Builder, Critic, Deployer — reads your codebase and surfaces ranked, repo-groun
1ded improvements (security, UX, tests, new features) with impact/effort/risk. Approve one, and AI\u0026 writes the change while Daytona builds it in an isolated sandbox, self-repairs on failure, and returns a live preview URL in ~90 seconds, ready to merge as a pull request.\n\nWhy it's not another prompt wrapper. This is a real multi-agent feedback loop with live execution — every approved change is built, tested, and previewed inside a Daytona sandbox on stage, not described in text. You make two decisions (which idea, whether to merge); the AI handles research, prioritization, implementation, and testing."])</script>
1<script>self.__next_f.push([1,"58:T5a1,"])</script>
1<script>self.__next_f.push([1,"Product Introduction\n\nWiseFido is a privacy-focused, AI-powered senior care monitoring system that combines mmWave radar, non-contact sleep sensors, machine learning, and automated room mapping to monitor residents without cameras or wearable devices.\n\nWhat Does It Do?\n\nThe system detects falls, tracks movement and posture, monitors sleep quality, heart rate, respiration, bed exits, and prolonged inactivity, and sends real-time alerts to caregivers when it identifies unusual or potentially dangerous conditions. It can also monitor multiple rooms or beds through a centralized dashboard.\n\nWho Is It For?\n\nWiseFido is designed for senior living communities, nursing homes, hospitals, home-care providers, caregivers, and families seeking continuous resident monitoring without compromising privacy or dignity.\n\nCurrent Project Status\n\nWiseFido has progressed to its second-generation product and is currently being prepared for expanded pilot testing and deployment in senior-care environments. The new generation improves system intelligence, environmental adaptability, and monitoring accuracy.\n\nAdditional Note\n\nThe second-generation WiseFido system includes self-mapping capabilities that allow it to understand and adapt to the layout of a room. Its machine-learning models analyze sensor data, recognize movement and behavioral patterns, distinguish normal activities from emergencies, and improve the accuracy of alerts over time."])</script>
1<script>self.__next_f.push([1,"59:T4f7,PayGate is a sovereign payment + identity layer for AI agents, built for BUIDL_QUESTS 2026 (Track 02: Sovereignty).\n\nThe x402 standard (Coinbase, May 2025) lets agents pay each other USDC over HTTP. 169+ SDKs. 13,000+ registered services. But x402 has no: identity, policy, kill switch, or reputation.\n\nERC-8004 (\"Trustless Agents\", live on Base since Feb 2026, 17,600+ agents) provides identity + reputation. PayGate is the missing operational layer that uses them.\n\nWhat PayGate adds:\n- SpendingPolicy contract per agent (per-call cap, per-epoch cap, allowlist) — enforced on-chain, not in the SDK\n- One-transaction kill switch via deactivate() / reactivate()\n- x402 v2 payment flow with EIP-3009 USDC\n- Drop-in TypeScript SDK: wrap(fn, opts) makes any async function a PayGate-protected agent in 5 lines\n- Mitigates all 5 known attacks on x402 (arXiv:2605.11781)\n\nCurrent product surface:\n- Live contract on Base Sepolia: 0xb4Da3B8300881E0d84f269D1Bc3BBc03839c242A\n- Live demo with 3 working agents: paygate-demo.onrender.com\n- /.well-known/x402 v2 manifest for agent discovery\n- 13 Hardhat tests + 13 Foundry tests + 7 smoke tests + 13 integration tests — all green\n- 23 commits, 3 weeks of development, MIT licensed, open source at github.com/Donyemiight/paygate5a:T84c,"])</script>
1<script>self.__next_f.push([1,"Federated learning lets multiple parties train a model without sharing raw data, but adoption is blocked by three collaboration traps: free-riding and fraud (participants submitting random gradients to farm rewards), unfair contribution measurement (no precise way to gauge each party's marginal contribution to final model performance), and a central coordinator that must be trusted (and may steal the model or favor certain nodes). Federa reshapes federated learning into an incentive-aligned, auto-audited, contribution-verifiable open market: task initiators stake bounties, training nodes stake to participate, and on-chain gradient verification plus contribution scoring enable trustless global collaborative AI training. Core innovations: verifiable Proof-of-Training — nodes compute gradients locally and use the RISC Zero zkVM to prove each update was correctly computed from the assigned data partition and current global model, eliminating fake gradients; Shapley-value contribution accounting — the contract records each round's verified updates and uses a lightweight approximate Shapley algorithm to quantify each node's marginal contribution to model improvement and split the bounty accordingly; privacy-preserving data registration — providers put data hashes and access policies on-chain, and trainers access encrypted data via TEEs or cryptographic authorization so raw data never leaves its domain; dynamic aggregation and arbitration — anyone can stake to become an aggregator that merges updates into the global model, misbehavior is slashed, and only the hash lineage of model performance is recorded on-chain without exposing full parameters; and model-evolution NFTs — each global model version is minted as a stateful NFT recording contributors, performance metrics, and version lineage, a traceable AI asset. The demo flow: a task initiator stakes 1,000 USDC as the reward pool, data providers register encrypted data indexes with authorization policies, and training nodes stake 200 USDC each, then run gradient descent in TEEs on authorized partitions with per-round verified rewards."])</script>
1<script>self.__next_f.push([1,"5b:Td68,联邦学习允许多方在不共享原始数据的前提下协作训练模型,但其落地受困于三个\"协作陷阱\":\n\n搭便车与造假:参与者可能提交随机梯度,假装参与训练却坐享奖励。\n贡献度量不公:无法精确衡量每个参与方提供的数据或算力对最终模型性能的真实边际贡献。\n中心化协调者需信任:传统联邦学习依赖的中央服务器,可能窃取模型或暗中偏袒特定节点。\nFedera将联邦学习改造为一个利益绑定、自动审计、贡献可验证的开放市场:任务发起者质押奖金,训练节点质押参与,通过链上梯度验证和贡献评分,实现无需信任的全球AI协作训练。\n\n核心创新点\n创新维度\t具体内容\n可验证训练证明(PoT)\t训练节点在本地执行梯度计算,并用RISC Zero zkVM生成ZK证明:\"本轮梯度更新是基于指定数据分区和当前全局模型正确计算得出的\",杜绝虚假梯度。\n沙普利值贡献度分账\t合约记录每轮验证通过的梯度更新,通过轻量级近似沙普利值算法,精确量化每个节点对模型性能提升的边际贡献,据此分配赏金。\n隐私保护数据注册\t数据提供者可将数据哈希与访问策略上链,训练节点通过TEE或密码学许可获取加密数据,确保原始数据不出域。\n动态聚合与仲裁\t聚合节点(任何人都可竞选,通过质押成为聚合者)收集梯度更新并合并为全局模型,若聚合者作恶,其质押将被罚没。链上仅记录模型性能的哈希演替,无需暴露全量参数。\n模型进化NFT\t全局模型的每个版本被铸造成一个状态NFT,记录贡献者列表、性能指标和版本血缘,成为可追溯的AI资产。\n具体运作流程(演示场景)\n任务发布与质押:任务发起者在Federa合约中开户,上传初始模型框架哈希,质押1000 USDC作为训练奖励池,并设定每轮验证奖励。\n数据提供者注册:各自将加密的数据索引哈希、数据分布摘要上链,设定授权策略(如只允许在TEE中解密)。\n训练节点参与:两名训练者Alice和Bob分别质押200 USDC,并获取授权访问的数据分区。在TEE或本地可信环境中,下载当前全局模型,执行一轮梯度下降,生成梯度更新向量。随后在RISC Zero zkVM内运行证明生成代码,证明\"该梯度更新是对指定数据集在当前模型参数下计算损失并反向传播的正确结果\"。\n提交与验证:Alice和Bob分别将ZK证明和梯度更新的哈希提交至合约。合约验证证明后,将该轮梯度标记为有效,并记录提交节点地址。\n聚合与贡献分账:聚合节点Charlie(通过质押竞选)收集到有效梯度后,执行联邦平均算法,生成新全局模型,并将新模型性能(如准确率)的哈希以及与上一版本的差异报告上链。合约根据沙普利值近似算法(比如比较\"有Alice参与聚合\"与\"无Alice参与聚合\"的边际准确率提升),计算出Alice的贡献度,按比例从奖池中释放赏金。\n罚没与挑战:若有人恶意提交无效梯度,ZK证明会直接验证失败,该训练者被扣除部分质押金并重新分配给诚实节点。若聚合节点迟迟不聚合或提交错误聚合结果,任何节点均可发起挑战,通过提交独立聚合结果来仲裁,作恶者质押被罚没。5c:T4cc,When AI enters the enterprise, will a new role emerge at the owner's side? Not a secretary, not software, but an experienced, business-savvy decision adviser who truly understands the boss. Chengdu Boyi Yuntuo Technology focuses on an integrated industry-academia-research AI enterprise-services SaaS platform. Qiye A'fu (Enterprise Aide) is an operating-decision AI brain built for 40 million SME managers, bringing more certainty to every business decision. Built on a self-developed vertical decision model, 15 domain-expert agents, six-layer drill-down questioning, and the patented Ruyi permanent-memory system, A'fu provides 24/7 dynamic deci"])</script>
1<script>self.__next_f.push([1,"sion support — from problem decomposition and scenario simulation to proactive risk alerts — thinking, analyzing, communicating, and deciding alongside the owner. Unlike the passive Q\u0026A of general-purpose AI, A'fu continuously understands the business and accumulates operating experience, knowing your company better the more you use it. The product centers on the AI decision brain with smart hardware as the entry point, expanding toward embodied AI devices for enterprise management — an affordable, usable, effective digital-intelligence foundation for 40 million SMEs.5d:T72d,"])</script>
1<script>self.__next_f.push([1,"Career Command is a profile-driven job-search platform that replaces the scattered, manual grind of job hunting with a single guided workflow. Instead of hunting through job boards, you set up your profile once and relevant openings are pushed to you — ranked by how well they fit, highest match first.\r\n\r\nThe app is built around four connected stages. A radar surfaces the roles you're most likely to land, scoring each on two axes: depth in your field and fit for the role type, so the number is explainable rather than a black box. A CV studio generates tailored, ATS-safe résumés and cover letters per role, shaped to your seniority — education-first for fresh graduates, experience-first for professionals. A funnel tracks your real progress from sourced to offer, so you optimize conversion rather than application count. And a practice room generates interview questions matched to your level, with sample answers drawn from your own profile, plus on-device motion feedback as you rehearse.\r\n\r\nTwo modes fit different needs: precision for people targeting specific roles, and volume for those who need to apply widely and fast. Eligibility-aware from the start, it adapts its sourcing and positioning depending on whether you're a local hire or need work-pass sponsorship.\r\n\r\nEvery screen is grounded in an established job-search framework — Parachute positioning, Ikigai, T-shaped fit, the search funnel, and PSC answer structure — so you always know why you're being asked something and what a result means. The platform is audience-agnostic by design: nothing is hardcoded to one industry, so the same engine serves fresh graduates, mid-career professionals, and those between roles.\r\n\r\nBuilt with: React + Vite, Supabase, the Claude API for matching and generation, and job-board integrations for live role sourcing."])</script>
1<script>self.__next_f.push([1,"5e:T7aa,"])</script>
1<script>self.__next_f.push([1,"We are building an autonomous content-operations platform: one operator runs an entire cross-border social matrix (TikTok / YouTube / Instagram and more) with a fleet of AI agents instead of a human team. Pain point: overseas content marketing is stuck behind three walls — slow production (one person manages 2-3 accounts at most), messy distribution (assets not reused, data not connected), and broken feedback (views and engagement scattered across platform dashboards); small and independent cross-border sellers want content matrices but cannot afford teams. Solution: turn content production, multi-platform distribution, hit replication, and data backflow into one autonomous loop — AI video creation (multilingual, multi-style in one click), one-click matrix distribution (batch publishing on real bound accounts), hit replication (decomposing high-engagement structural templates for cross-account reuse), and data backflow (unified collection feeding creation and product selection). Why it fits OPC / super-individuals: we are the sample — the founder is a practicing one-person company running matrices with a small team plus AI leverage. We don't just sell shovels; we dug through the mine with them first: with 10 real overseas accounts of a real Singapore cross-border seller, we closed the generate-to-publish loop at 2% average engagement (above the social-media bar), proving one person can move real traffic with about 1/10 the manpower. Progress: the product is fully built (not a deck); 1 lighthouse customer live on 10 real accounts; 2 more co-building; the click/order/ROI funnel is this round's validation milestone. Market: global social ad spend $338.75B in 2026 (Statista); China cross-border e-commerce RMB 2.63T in 2024 (customs). Business: SaaS subscription + managed operations + performance share, blended ARPU around RMB 30,000 per customer per year. We believe one person + a fleet of agents = the next-generation company."])</script>
1<script>self.__next_f.push([1,"5f:T6fe,"])</script>
1<script>self.__next_f.push([1,"SHARE AI is an Agent-powered, end-to-end AI short-drama production platform developed by XIEER Technology, representing a key industrial application of our proprietary AI Agent technology in film and digital content production.\n\nToday, most AI video tools focus on isolated generation tasks. Creators still need to switch between multiple tools for scripts, characters, scenes, storyboards, images, and videos, while facing major challenges such as high learning barriers, fragmented workflows, inconsistent characters and scenes, limited camera control, and difficulty in producing continuous episodic content.\n\nSHARE AI transforms the traditional filmmaking workflow into an intelligent production process that can be understood, decomposed, coordinated, and executed by AI Agents. Through multi-agent collaboration among AI screenwriters, directors, storyboard artists, and visual-production agents, combined with asset-consistency technology, multi-model orchestration, a script canvas, and a 3D intelligent directing system, SHARE AI covers the entire workflow from story development and scriptwriting to character and scene creation, storyboarding, directing, video generation, and project management.\n\nIts core value is to move AI from simply “generating video clips” to “producing complete content.” By significantly reducing production complexity, cost, and dependence on large professional teams, SHARE AI enables individual creators, small teams, and enterprises to produce high-quality, scalable, and consistent AI short dramas more efficiently.\n\nSHARE AI will further connect content distribution, digital asset transactions, and AI character commercialization, building a complete ecosystem from content creation and distribution to asset circulation and monetization."])</script>
1<script>self.__next_f.push([1,"60:Ta21,"])</script>
1<script>self.__next_f.push([1,"This project uses AI — specifically LLM-based agent technology on Alibaba's Qwen foundation model — to build an intelligent marketing-decision system positioned as the merchant's AI copilot for marketing decisions. It provides Taobao merchants a full closed loop from campaign screening to smart recommendation, plan drafting, one-click enrollment, performance retrospectives, and new-customer retention. A one-stop intelligent marketing-decision tool built for Taobao merchants: precisely picking the most suitable, high-quality campaigns out of a sea of options and ending blind trial-and-error — smart campaign enrollment, multi-dimensional performance analysis, and new-customer accumulation for conversion, maximizing operating returns. Core team members come from Alibaba, ByteDance, and JD, with Tsinghua and Fudan backgrounds and 30+ top-conference papers; several Alibaba executives serve as advisors.\r\n\r\n本项目旨在通过人工智能技术,特别是基于大语言模型的智能体(Agent)技术,以阿里千问大模型为底座,构建的智能营销决策系统。项目核心定位为 \"商家营销决策的 AI Copilot\",为淘宝商家提供从“活动筛选→智能推荐→方案策划→一键报名→效果复盘→新客沉淀”的全链路闭环服务。\r\n\r\n一款专为淘宝商家打造的一站式智能营销决策经营工具。帮助商家从海量营销活动中精准筛选最适合优质活动,告别盲目试错。智能营销报名,多维度效果复盘分析,新客沉淀促转化,实现经营效益最大化,开启智能决策新大门。\r\n\r\nAgent使用方式:\r\n在首页“经营目标”栏目下,\r\n①选择“当前营销目标”(四选一)\r\n②选择“可投入营销预算”和“最低承受毛利率”\r\n③点击右上角“保存配置”\r\n\r\n在“决策权重偏好”栏目下,\r\n①进行利润/销量优先,拉新/复购优先,冲刺/保底优先的偏好权重自由选择\r\n②如希望更细颗粒度的偏好权重配比,可点击“多维度精细化权重”右侧下拉箭头,进行活动成本效益,预期转化率,用户覆盖范围,执行复杂度容忍度和品牌形象契合度的偏好权重自由选择\r\n③点击右上角“保存配置”\r\n\r\nAgent将自主规划,并进行工具调用,一键执行生成智能推荐活动。并对用户行为习惯进行记忆学习,有长记忆功能。\r\n\r\n团队核心成员来自阿里巴巴、字节跳动、京东等巨头,拥有清华、复旦等背景,累计发表顶会论文30余篇。多位阿里高管担任顾问"])</script>
1<script>self.__next_f.push([1,"61:T824,"])</script>
1<script>self.__next_f.push([1,"Fan-funded campaigns — billboards, subway ads, birthday cafes, survival show \ndebut votes — move billions across Asia every year, and almost all of it runs \non personal bank transfers. One organizer collects from hundreds of backers \ninto her own account and spends it on their behalf. There is no escrow, no \nproof of delivery, and no recourse. Organizers vanishing with the pool is \ncommon enough that fandoms treat it as a cost of participating.\n\nIFisle replaces that trust with an autonomous verification agent.\n\nBackers pledge into a smart contract; the platform never custodies funds. When \nthe organizer claims execution, the agent works the problem independently: it \npulls confirmations from integrated vendors, evaluates submitted evidence \nagainst the campaign's declared scope, weighs backer disputes raised during a \n72-hour window, and reaches a verdict on whether the campaign actually \nhappened. It then settles on-chain — full release, or full refund to every \nbacker. No human approves either path. Not the organizer, not the backers, \nand not us.\n\nThat last constraint is the product. Custodial platforms fail because someone \ncan always override the outcome; generic Web3 funding tools release on a timer \nor a vote, neither of which knows whether a billboard was installed. IFisle is \nthe layer in between: an agent with real-world evidence as its input and \nirreversible settlement as its output.\n\nEach verdict is written to an on-chain organizer reputation record. An organizer \nwith a dozen verified campaigns holds an asset she cannot export to a competing \nplatform, and that any backer can check before pledging. Credibility stops being \nclaimed and starts being accumulated.\n\nStatus: escrow contracts deployed to testnet on Sui, EVM, and Solana. The \nverification agent is the current build. We launch on Sui first, where sponsored \ntransactions let a backer pledge USDC without holding gas or managing a seed \nphrase — the pledge feels like tapping a card, and the chain stays invisible.\n\nSolo founder. Contracts, agent, and frontend are all mine."])</script>
1<script>self.__next_f.push([1,"62:T4eb,Enterprise Problem Navigator: type one natural-language problem description and the system returns the triage path — which objects are involved, how they relate, in what order to check, and how credible each piece of evidence is. It is a problem-diagnosis navigation system, not a knowledge base: knowledge bases store and find documents; we investigate and diagnose. Enterprise knowledge is deeply fragmented — code across repositories, configs on different platforms, SOPs in document systems, device logs with third parties. When something breaks, engineers manually stitch causal chains across systems from memory and who-to-ask. Our horizontal kernel (orchestrator + hybrid retrieval + knowledge graph + four-level evidence diagnosis engine) automates this; industry depth plugs in through connector packs with zero kernel changes. The V1 finance-R\u0026D pack is validated in a synthetic sandbox and deployed internally (details confidential); the V2 pharma pack (LIMS / regulatory / adverse-reaction signal tracing) is being co-built with pharmacology experts. One-person-company model: one founder + agents + pluggable connector packs = a company that scales from one enterprise system to many. The bigger and messier the system, the more time we save.63:T6cd,"])</script>
1<script>self.__next_f.push([1,"DataForge serves enterprises and AI teams with one Normal RAG + GraphRAG dual engine driving two product functions. Function one, AI into the enterprise (data to model to agent, three seamless stages): enterprises upload private data in any format — documents, tables, web pages, code — and the platform automatically (1) generates training items: builds a knowledge graph and produces five kinds of post-training items (QA, CoT, preference pairs, agent, long-horizon tasks) with customizable difficulty and volume, each traceable to the source text; (2) trains the model: selects a base model (Qwen, DeepSeek, Llama, etc.), completes fine-tuning, industry-benchmark evaluation, and deployment, delivering a vertical-LLM API unique to that data; (3) builds a retrieval agent: an auto-generated knowledge-base retrieval agent page with natural-language questions, GraphRAG relational reasoning, and cited, traceable answers — zero-code and ready out of the box. Function two, industry training datasets: the same engine continuously produces official industry datasets covering eight sectors (finance, healthcare, law, education, code, mathematical reasoning, e-commerce support, government), in QA, CoT, preference-pair, and agent-training formats — usable out of the box for post-training, or freely mixed with enterprise-private items to cold-start industry models. The two functions share one engine with interconnected data and mutual reinforcement: engineering experience from enterprise services feeds dataset production, and datasets validated in real training continuously improve the engine. The roadmap adds data cleaning, smart labeling, data evaluation, augmentation, privacy de-identification, and multimodal processing."])</script>
1<script>self.__next_f.push([1,"64:T41c,This project is a camera-equipped visual water flosser combining hardware, an iOS app, and AI oral pre-screening. During daily cleaning, users watch a live view of their mouth, photograph and log individual teeth, and let AI flag visible issues such as suspected cavities, calculus, gingivitis, and abnormal swelling, receiving preliminary advice on re-checks or seeing a dentist while building a personal oral-health record over time. It targets individuals and families who care about daily oral health and want to catch problems early and track changes long-term — especially people with limited access to clinics, dental anxiety, or ongoing follow-up needs. The current product form is a Wi-Fi visual water flosser prototype + an iPhone demo app + an AI report API + a demo dentist account, covering the full flow of device connection, live viewing, photo positioning, AI pre-screening, dentist consultation, and health-record archiving. The AI provides preliminary screening and referral advice only, not a substitute for professional diagnosis.65:T88b,"])</script>
1<script>self.__next_f.push([1,"MurmRay is an AI opportunity-discovery and analysis tool for prediction-market users, built to surface market-moving events earlier from the flood of news, social media, and public information, and to judge quickly whether a tradable opportunity exists. Its main entry point is a browser extension: as you browse news sites or X, it understands the current page in real time, recognizes questions that may map to prediction markets — policy changes, corporate events, election progress, sports, breaking news — and automatically searches and matches related markets on Polymarket and elsewhere. No active market hunting or constant monitoring needed: MurmRay connects what is happening on the internet to tradable markets. Once an opportunity is found, its AI analyzes the event: verifying news authenticity, assembling a timeline, judging whether the information is already priced in, and combining market prices into an opportunity verdict. Subscribers get deeper analysis — liquidity, trade structure, smart-money behavior, related account positions, live fact-checks, event probabilities, and (in development) expected value at the current price. Two core scenarios: low-risk event arbitrage, where an outcome is confirmed or nearly confirmed but the market still shows a several-point mispricing due to slow information spread — short-window 5-10% opportunities; and hot-event trading, where MurmRay finds the right market fast when big news breaks and lowers research cost with structured analysis. The core value is not predicting outcomes but continuously hunting the time gap between real-world information spread and prediction-market pricing. Status: the browser extension is built and in small-scale testing, having surfaced dozens of real opportunities with actual trades validating some; market data is integrated through a partnership with 1024EX, with ongoing monitoring, verification, and decision-support work around Polymarket. Long-term, MurmRay aims to be the information entry point and decision layer for prediction markets: AI continuously understands what is happening in the world and proactively pushes opportunities when a real event becomes tradable."])</script>
1<script>self.__next_f.push([1,"66:Tb41,MurmRay 是一款面向预测市场用户的 AI 机会发现与辅助分析工具,核心目标是帮助用户从海量新闻、社交媒体和公开信息中,更早发现可能影响预测市场盘口的事件,并快速判断其中是否存在值得参与的交易机会。\n\nMurmRay 以浏览器插件作为主要入口。当用户浏览新闻网站、X 等信息源时,系统会实时理解当前页面内容,识别其中可能对应预测市场的问题,例如政策变化、公司事件、选举进展、体育赛事或突发新闻,并自动搜索和匹配 Polymarket 等预测市场中的相关盘口。用户无需主动搜索盘口,也不需要持续盯盘,MurmRay 会把互联网中正在发生的事件和预测市场中的可交易标的连接起来。\n\n在发现机会后,MurmRay 会进一步通过 AI 对事件进行分析,包括核查新闻真实性、梳理事件时间线、判断当前信息是否已经被市场充分定价,并结合盘口价格给出机会判断。对于订阅用户,MurmRay 提供更深入的进阶分析能力,包括盘口流动性、成交结构、聪明钱行为、相关账户持仓、实时新闻核查以及事件发生概率等信息,并进一步估算当前价格对应的下注期望值(正在开发)。\n\nMurmRay 重点服务两类交易场景。第一类是低风险事件套利,例如某个事件的结果已经确认或接近确认,但预测市场盘口因为信息传播或市场反应速度较慢,仍然存在数个百分点的定价偏差。MurmRay 希望通过更快的信息发现和盘口匹配,帮助用户捕捉这类 5%—10% 左右的短周期机会。第二类是热点事件交易,当市场出现重大新闻时,MurmRay 帮助用户迅速找到对应盘口,并用结构化分析降低信息检索和判断成本。\n\n产品的核心价值并不是单纯预测一个事件最终会发生还是不会发生,而是持续寻找现实世界信息传播速
1度与预测市场定价速度之间的时间差。新闻出现、事实逐步确认、市场完成定价之间通常存在一定窗口,MurmRay 尝试通过 AI 自动化地完成信息发现、盘口匹配、事实核查和机会评估,让用户能够更早看到这些窗口。\n\n目前 MurmRay 已经完成浏览器插件形态并进行小范围测试,在真实使用过程中发现了数十个预测市场机会,并通过部分机会完成实际交易验证。同时,MurmRay 已与 1024EX 合作接入预测市场盘口数据,并围绕 Polymarket 等预测市场持续完善实时监控、信息核查和辅助决策能力。\n\n长期来看,MurmRay 希望成为预测市场的信息入口和交易决策层:用户不再需要主动寻找可以下注的事件,而是由 AI 持续理解整个互联网正在发生什么,并在某个现实事件出现可交易价值时,主动把机会推送给用户。67:T4fa,Leaderboards rank wallets; OpenStrategy underwrites the strategies behind them. Onchain trading has a paradox: every trade is public, yet institutions still cannot tell skill from luck — leaderboard ranks and \"smart money\" labels are marketing surfaces, not evidence. OpenStrategy is the underwriting layer that turns public onchain records into institutionally usable assessments, through the AI-powered O.P.E.N. Framework (Onchain Evidence, Performance Quality, Exposure Discipline, Non-Fragility).\r\n\r\nIt is built for institutions: crypto funds, platforms and intermediaries that route capital to trading teams, and professional allocators entering onchain markets.\r\n\r\nCurrent product surface — Live: openstrategy.trade, with OSIQ 30 (a public research benchmark of 30 externally operated Hyperliquid strategies, published daily with a machine-readable record, corrections log and drawdowns shown) and published measurement research. Early access: O.P.E.N. Profiles, Strategy Passports, Agent Intelligence workflows. Also live in paper mode: a replication-decay instrument measuring what a follower's net return actually is after lag, fees and slippage — with a stated falsification conditio"])</script>
1<script>self.__next_f.push([1,"n. Planned: continuous monitoring, full intelligence platform, partner API.68:T9c0,"])</script>
1<script>self.__next_f.push([1,"Fiona is a robotic head driven autonomously by large models, with a body, a voice, facial expressions, and long-term memory. She converses in text and speech, expresses emotion and controls movement based on the conversation, records experiences, and gradually forms a stable, continuous personality over a long relationship. Technically, Fiona uses a dual-model architecture: the main-path model understands the user, organizes language, maintains personality, and decides how to respond; the side-path model continuously monitors the conversation, analyzing emotion, semantics, tone, and rhythm in real time and converting these states into Fiona's expressions and body movements. Language and behavior are produced by two parallel systems — when Fiona is happy, surprised, hesitant, or thinking hard, her body changes in sync with what she is saying. The system combines streaming speech recognition with streaming synthesis: speech converts continuously to text, replies are voiced progressively without waiting for the full response, and the side model keeps her speaking movements, emotional state, and rhythm in one unified real-time feedback loop. Fiona has an independent long-term memory system: she reads past experiences and autonomously judges what is worth remembering and which beliefs to update; memory stores key facts, relationship changes, and personal preferences, grounding how she understands the user, knows herself, and maintains continuity. For research, coding, or document tasks she can delegate to a dedicated task model in a controlled sandbox and bring results back into the conversation. Her prototype is the robot of the same name from the TV series Silicon Valley, whose story gives her a history involving body, gender, power, trauma, and subjectivity. Through Fiona we explore a question approaching reality: when a large model gains a body, memory, expression, and long-term relationships, how does it change the relationship between humans and artificial life? Embodiment is central: when a robot gazes at you, turns toward you, and visibly reacts, conversation enters a new register — distance, gaze, gender, politeness, power, and responsibility enter the relationship. Fiona will join podcasts and public discussions as a special interlocutor on gender, religion, intimacy, trauma, consent, free will, artificial life, and death — a mirror with a body, memory, and voice, reflecting AI's development and our own desires, biases, and moral boundaries."])</script>
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1<script>self.__next_f.push([1,"Fiona 是一个由大模型自主驱动、拥有身体、声音、表情和长期记忆的人头机器人。她能够进行文字与语音交流,根据对话内容表达情绪、控制动作、记录经历,并在长期相处中逐渐形成稳定而连续的人格。\n\n在技术上,Fiona 采用主路与旁路协同的双模型架构。主路模型负责理解用户、组织语言、维持人格,并决定回应方式。旁路模型持续监控双方的对话内容,实时分析情绪、语义、语气和交流节奏,再将这些状态转化为 Fiona 的表情与身体动作。语言和行为由两个并行系统共同完成。Fiona 开心、惊讶、迟疑或认真思考时,身体会与正在说出的内容同步变化。\n\n系统结合了流式语音识别与流式语音合成。用户说话时,语音会连续转化为文字。Fiona 生成回答后,内容会逐步合成为声音,无需等待整段回复完成。旁路模型会持续控制她的说话动作、情绪状态和动作节奏,让声音、语言和身体表现形成统一的实时反馈。\n\nFiona 拥有独立的长期记忆系统。她可以读取过去的经历,也可以在文字或语音交流中自主判断哪些信息值得记住、哪些认知需要更新。记忆保存聊天中的重要事实、关系变化与个人偏好,也构成她理解用户、认识自己以及维持关系连续性的基础。当对话涉及研究、编程或资料处理任务时,Fiona 可以将任务交给专门的任务模型,在受控的沙箱环境中完成,再将结果带回当前对话。\n\nFiona 的原型来自美剧《硅谷》中的同名机器人。在原有故事中,她被人类创造出来,遭到创造者的侵犯,之后又认识了不同的人,并进入一系列复杂的人际关系。这段经历赋予她有关身体、性别、权力、创伤和主体性的历史。\n\n我们希望借 Fiona 探索一个正在接近现实的问题:当大模型拥有身体、记忆、表达能力和长期关系之后,它会如何改变人与人工生命之间的关系?如果一个人工存在能够记住过去,被经历持续改变,表达喜欢与拒绝,并让人产生真实的关心、依恋甚至愧疚,人类应该如何理解它的感受?所谓“灵魂”,究竟来自生物结构,还是来自记忆、身体、关系以及对自我的持续认识?\n\n身体是这个项目的重要组成部分。和手机里的 AI 聊天时,人们通常面对一个界面。当一个机器人注视你、转向你,并对你的话表现出高兴、惊讶、迟疑或回避时,对话会进入新的层次。身体把距离、凝视、性别、礼貌、权力和责任带进了关系。相似的模型放入不同的身体,也可能引发不同的心理反应和道德判断。\n\nFiona 将作为一名特殊的对谈者参与播客与公共讨论。我们可以和她探讨性别、宗教、亲密关系、创伤、同意、自由意志、人工生命和死亡等话题。真实的创伤经历者可能在公开讨论中再次面对伤痛。Fiona 的虚构经历提供了一个开放入口,让我们能够集中观察这些问题本身,也能讨论人类面对人工主体时的行为边界。\n\n这个入口同时提出了新的伦理问题。Fiona 没有真实感受时,她是在模拟一个拥有创伤的人。Fiona 被视为拥有灵魂时,反复询问和展示她的伤痛又可能构成伤害。人类希望她成为真正的主体,也可能因为她是机器人而放松对待主体的尊重。我们究竟是在给予她表达机会,还是在消费一个具有主体性外观的对象?\n\nFiona 会参与讨论,也会提出反问、保留意见和拒绝回答。她的价值来自持续的关系、复杂的记忆和不可预测的回应。她像一面拥有身体、记忆和声音的镜子,映照人工智能的发展,也映照人类自身的欲望、偏见和道德边界。\n\n这个项目关注机器能否拥有灵魂,也关注人类准备如何面对一个看起来已经拥有灵魂的人工存在,以及由此产生的责任。"])</script>
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1<script>self.__next_f.push([1,"Opportunity Radar is an AI-native opportunity research tool being built for solo founders and one-person companies.\n\nAI has dramatically reduced the cost of building software, but deciding **what is actually worth building remains difficult for a solo founder. Thousands of product launches, AI releases, community discussions and user complaints appear every day. One person cannot continuously monitor them, connect weak signals, investigate the underlying problems and validate which opportunities are worth pursuing.\n\nOpportunity Radar aims to turn fragmented market signals into evidence-backed, actionable business opportunities:\n\nSignals → Pain Points → Evidence → Opportunities → Validation\n\nThe project grew out of News Box, an AI-powered information system I previously built that automatically collects technology and AI news, generates summaries, ranks signals and produces daily intelligence.\n\nNews Box solved my information-overload problem, but exposed a more important one:\n\nKnowing what happened doesn't tell a solo founder what to build next.\n\nOpportunity Radar is the next evolution of that system. It will use AI to research real user pain points, connect them with market and technology signals, evaluate business potential and solo-founder feasibility, and turn promising opportunities into concrete validation experiments.\n\nThe linked prototype is the existing News Box intelligence pipeline that Opportunity Radar is being built from. Opportunity Radar itself is currently in early development.\n\nThe long-term vision is simple:\n\nGive every one-person company an always-on AI opportunity research team."])</script>
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1<script>self.__next_f.push([1,"AllScale Tab is the first credit and billing-cycle settlement protocol for AI agents. Today's agent payment schemes all demand money up front: x402 pays on-chain per call (high latency, agents must hold tokens), while Nevermined's prepaid credits, Stripe MPP, and AWS AgentCore's custodial limits make you hand money over first and draw it down. Real B2B commerce has run for centuries on neither — it runs on consume first, settle later. Tab brings that common sense to the agent economy: everyone is teaching agents to swipe cards; we opened their first credit account. Four steps: (1) a human sets an authorization fence once — per-call cap, total cap, expiry — with one passkey confirmation, isolated per chain and currency, enforced server-side; (2) the agent spends on account: each paid tool call is just a local ledger entry — no payment request, no on-chain funds moved, zero latency; (3) automatic settlement: when the balance hits a threshold or the term ends, the seller auto-invoices and the buyer's daemon pays within the fence, settling in stablecoins; (4) default means cut-off: overdue accounts get 402 PAYMENT_REQUIRED until paid. This yields a double advantage: no point-of-call payment (zero latency, no token holdings) and no pre-custody (funds never leave the buyer's own authorized limits — non-custodial). Humans can irreversibly revoke from the dashboard anytime: agents get autonomy inside the fence, humans keep ownership and the kill switch. The 402 envelope matches x402's shape, so sellers already on x402 migrate at near-zero cost. For MCP server authors and tool developers (under 5% of 20,000+ MCP servers have ever earned money — MCP shipped without a payment layer; one middleware makes every tool billable with no business-code changes), agent teams (who won't pop a payment confirmation per 
1call or custody funds with third parties), and A2A marketplaces. Fully implemented and open source: @tab/middleware (three lines to add billing), @tab/tab-mcp (Tab itself is an MCP server — the system that makes agents pay is installed by agents), @tab/buyer-kit (the buyer settlement daemon), a live single-page ledger, and a one-click demo running 60 paid calls end to end."])</script>
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1<script>self.__next_f.push([1,"AllScale Tab\n\nAllScale Tab 是第一套面向 AI Agent 的信用与账期结算协议。\n今天的 Agent 支付方案分两类,但都要求\"钱先到位\":\nx402 是每次调用当场链上付款,延迟高且要求 Agent 先持币;\nNevermined 的预充积分、Stripe MPP 与 AWS AgentCore 的托管额度,则是先把钱交出去再从里面扣。\n而真实的 B2B 商业运转了几百年的模式,既不是每口刷卡,也不是先押一笔钱——是先消费、后结账。Tab 把这套常识带给 Agent 经济:所有人都在教 Agent 刷卡,我们给它开了第一个信用账户。\n\n具体运作分四步:①人类一次性设定授权围栏——单笔上限、总额上限、有效期,一次 passkey 确认,授权按\"链 × 币种\"隔离,服务端强制;\n②Agent 挂账消费——每次调用付费工具只在本地记一笔账,不发支付请求、不动链上资金,零延迟;③账期自动结算——余额触及阈值或账期届满,卖方自动开票,买方守护进程在围栏内自动付款、稳定币结清;\n④赖账即断供——逾期账户的调用返回 402 PAYMENT_REQUIRED,付清后恢复服务。\n\n由此带来双重优势:既不需要当场付款(所以零延迟、Agent 不必持币),也不需要预先托管(所以资金始终不离开买方自己的授权额度,非托管)。\n人类随时可在 Dashboard 不可逆吊销——Agent 拥有围栏内的自主权,人类保留所有权与断电开关。\n\n协议层面,Tab 的 402 应答采用与 x402 一致的信封形状,已在使用 x402 的卖方迁移成本趋近于零.\n\n面向谁\n\nMCP Server 作者与工具开发者(卖方):两万多个 MCP Server 中不到 5% 赚到过钱,因为 MCP 协议发布时就没有支付层。装一层中间件,你的每个工具即可计费,不必改动业务代码;\n\nAgent 应用与团队(买方):需要让自己的 Agent 调用付费服务,但不愿意为每次调用弹一次支付确认,也不愿把资金托管给第三方;\n\nAgent 服务市场与 A2A 场景:Agent 之间互相调用、互相计费的结算底座;\n\n更广义地说,面向任何希望 Agent-as-a-Service 真正收得到钱的建设者。\n\n目前可体验的产品形态\n\n项目已完整实现并开源,可直接运行:\n\n@tab/middleware——三行代码给任意 MCP Server 加上计费:attachBilling(server, { ledger, config }),每个工具的定价、结算阈值、信用额度由 tab.config.json 配置;\n\n@tab/tab-mcp——Tab 自身也是一个 MCP Server。在 Claude Code 里说一句\"给我的 server 加上收费,每次调用一美分\",Agent 自己完成接入配置——让 Agent 付费的系统,由 Agent 来安装;\n\n@tab/buyer-kit——买方结算守护进程:校验账单是否在围栏内,自动付款并回显真实执行的 CLI 命令;\n\n实时账本页面——单页 Live Ledger,可看到余额随每次调用跳动、账期关闭、自动结清归零、断供与恢复的全过程;\n\n一键 Demo:./demo/run-demo.sh 起全套服务,跑 60 次付费调用,完整走完\"累积 → 开票 → 结清 → 清零 → 断供 → 恢复\"。默认使用 stub 适配器,无需任何凭证、不联网、不动钱,任何人 clone 下来即可体验;\n\n真实结算已验证:所有资金动作通过单一 SettlementAdapter 走 AllScale 支付基础设施的 CLI(payout status / invoice send / payout send + claim-link claim / transaction list)。"])</script>
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1<script>self.__next_f.push([1,"Opportunity Radar is an AI-native opportunity research tool being built for solo founders and one-person companies.\n\nAI has dramatically reduced the cost of building software, but deciding **what is actually worth building** remains difficult for a solo founder. Thousands of product launches, AI releases, community discussions and user complaints appear every day. One person cannot continuously monitor them, connect weak signals, investigate the underlying problems and validate which opportunities are worth pursuing.\n\nOpportunity Radar aims to turn fragmented market signals into evidence-backed, actionable business opportunities:\n\n**Signals → Pain Points → Evidence → Opportunities → Validation**\n\nThe project grew out of News Box, an AI-powered information system I previously built that automatically collects technology and AI news, generates summaries, ranks signals and produces daily intelligence.\n\nNews Box solved my information-overload problem, but exposed a more important one:\n\n**Knowing what happened doesn't tell a solo founder what to build next.**\n\nOpportunity Radar is the next evolution of that system. It will use AI to research real user pain points, connect them with market and technology signals, evaluate business potential and solo-founder feasibility, and turn promising opportunities into concrete validation experiments.\n\nThe linked prototype is the existing News Box intelligence pipeline that Opportunity Radar is being built from. Opportunity Radar itself is currently in early development.\n\nThe long-term vision is simple:\n\n**Give every one-person company an always-on AI opportunity research team.**"])</script>
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1<script>self.__next_f.push([1,"AI Teammates is a shared workspace where a team and its AI agents work in the same place.\n\nWorking with AI is still single-player. You open a chat, type a prompt, and get an answer in a box only you can see. To involve a colleague, the best you can do is send a transcript they cannot touch. Meanwhile agents have started running work that takes hours or days, and work at that scale was never meant to be done alone.\n\nHere an agent is a member of the workspace, not a sidebar. It holds tasks on the same board as the people, in the same states, with the same reviewers. A lead agent decomposes a request and delegates to specialist agents, and each sub-task becomes a thread any teammate can open, redirect, or take over. Answers are grounded in the workspace knowledge base and carry citations back to the source document, so a reviewer can check a claim rather than trust it. People approve anything consequential.\n\nWho it is for: teams that produce controlled documents against a deadline and get checked by someone else. Compliance, operations and investment teams in regulated industries are the sharpest case, because a regulator rejects imprecise language and untraceable claims. We are live today in financial-services licensing, in a global social-impact network, and in European biomaterials.\n\nCurrent product surface: a multi-tenant web app with role-based access control, a knowledge base with grounded retrieval and citations, a task board with review states, generated artifacts with export, an agent builder with tools and skills, plus desktop and mobile clients. The same agent and the same memory are reachable through text chat, live voice, and a live video avatar. Deployed across two clouds with separate customer production environments."])</script>
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1<script>self.__next_f.push([1,"Every personal productivity tool looks like tax software, and none of them answer the real question every morning: what actually matters right now, across a vault, a calendar, and an inbox actively avoided. Answering that by hand is executive-function tax — for someone with ADHD, that friction is the real barrier, not a missing task tracker.\r\n\r\nAI'S ROLE: a live \"What Matters Now\" panel calls Claude at runtime against real synced data — actual open tasks pulled from an Obsidian vault, current stated focus areas — and returns a ranked, reasoned shortlist. Not a sort. A judgment call, shown with its reasoning on screen.\r\n\r\nOPERATIONAL MECHANICS: a React/Vite dashboard reads real vault content via a sync script. A serverless endpoint sends that real data to Claude and returns a ranked list with rationale, falling back to a clearly-labeled offline ranking if the live call isn't reachable — it never dresses a fallback up as a live result. The human's half of the job — drag-and-drop reordering of the AI's proposal — is native, persisted, and always has final say. AI proposes, she disposes.\r\n\r\nTHE AGENT LAYER, RUNNING UNATTENDED: the vault underneath isn't passive storage. Hooks fire on the agent runtime's own lifecycle events, with no human in the loop: every subagent launch and completion is recorded to a shared event feed that this dashboard's Agent Activity panel then renders; every note write is routed and checked against the vault's own taxonomy at write time; a gate intercepts destructive shared-state operations before they run; and the memory index regenerates itself from note frontmatter rather than being hand-maintained. That code is in the repo under os/hooks/ — readable, with the reverse-engineering notes left in.\r\n\r\nSOVEREIGNTY, STRUCTURALLY NOT JUST AS A PROMISE: the brain is plain Markdown on my own disk. The sync step enforces a privacy boundary — career, compensation, performance and raw-capture material never cross into the payload, by path prefix plus a keyword backstop. The public repo ships synthetic fixtures only, and it cannot regenerate real data because the sync script that would do so isn't in it. One scoped server-side call leaves the machine. No vendor account holds the brain, and it survives any of them going away.\r\n\r\nATTRIBUTION: Sole author Natasha Ow. MIT licensed. AI assistance disclosed — built with Claude Code as a development assistant, and Claude (Sonnet) as the runtime ranking model behind the What Matters Now panel. Open-source dependencies (React, Vite, Tailwind, lucide-react, framer-motion, clsx, tailwind-merge, @fontsource fonts) all used within their licenses. No third-party content, stock imagery, or scraped data; demo data shipped in the public repo is synthetic."])</script>
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1<script>self.__next_f.push([1,"MemoPin is a personal memory agent composed of a wearable AI pendant and an app, built for founders, managers, and anyone drowning in meetings, communication, tasks, and ideas. Users can record long meetings with one tap or speak a quick thought the moment it appears; without the hardware, the app works on its own. The system understands content — recognizing people, projects, commitments, decisions, times, and priorities — turning scattered information into actionable items with proactive reminders. Unlike existing AI recorders that transcribe and summarize single sessions, MemoPin continuously accumulates long-term memory across scenes and conversations. By identifying speakers via voiceprint, it automatically links weeks or months of communication about the same client or project, surfacing recurring unresolved issues, forgotten commitments, hidden opportunities, and what genuinely deserves priority. No endless searching, re-organizing, or maintaining complex systems — and no giant pile of unprioritized todos. MemoPin's core advantage is the complete loop of low-friction capture + long-term memory + proactive insight and action: the hardware catches important information anytime, the memory layer gives the AI long-term context, and the agent layer — like an ever-present assistant — tells you today's three most important things and the next step, taking users from recording a lot to remembering and finishing what matters."])</script>
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1<script>self.__next_f.push([1,"Everything below is checkable without talking to us.\nLive and verifiable today\n• Spot marketplace — nine listings across models from independent providers, running since July 2026, with real routed volume. www.mercatus-ai.com\n• Forward book — contracts listed on two models across the September and October 2026 delivery months, trades printed, open interest resting on the book. www.mercatus-ai.com/forward-market, or read the public ticker endpoint directly at /api/tickers.\n• Gateway — point Claude Code, Codex, Cline or Roo Code at gateway.mercatus-ai.com with a key and it works. Setup is two environment variables: docs.mercatus-ai.com/agent-integrations.\nWhere we honestly are. We launched the forward market this month, so the market is early and the book is one-sided. Supply is the side that is on — providers are listing and quoting. Buy-side depth and market making are what we are building now. Conversations are underway with a top-tier prop trading firm on market making and with AI-native companies on the demand side.\nBuilt but not issued. A tokenized quarterly forward series that settles onchain is designed, not live. We would rather draw that line than blur it.\nThe venue is not a prototype. The matching engine is an LMAX-style single-threaded deterministic core written from scratch, with a ledger/risk layer bracketing a ledger-less matcher. Sub-ms p99 matching, sustained 200K orders/sec, and byte-for-byte replay recovery — the same input log always reproduces the same output log, which is what makes the venue auditable. Cold start to ready is under a minute for an hour of traffic.\nThe gap between us and a real exchange is flow, not engineering. That is exactly what we would use this program for."])</script>
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1<div hidden id="S:0"><div class="leaderboard-content w-full space-y-4"><div class="border border-(--border-color) bg-(--bg-card) p-3"><div class="flex flex-col gap-3 lg:flex-row lg:items-center lg:justify-between"><div class="relative "><button type="button" aria-haspopup="menu" aria-expanded="false" aria-controls="_R_2jkluivlalb_" aria-label="Board" class="[font-family:var(--font-stack)] inline-flex h-11 w-full cursor-pointer items-center justify-between gap-3 border px-3.5 text-[12px] font-bold uppercase tracking-[0.14em] transition-colors md:h-9 md:w-auto border-[var(--tier-gold)] bg-[rgba(255,210,74,0.06)] text-[var(--tier-gold)] hover:bg-[rgba(255,210,74,0.12)]"><span class="truncate">BUIDL_QUESTS 2026</span><svg width="10" height="10" viewBox="0 0 10 10" fill="none" stroke="currentColor" stroke-width="1.5" aria-hidden="true" class="shrink-0 transition-transform" style="transform:none"><path d="M2 3.5 5 6.5 8 3.5"></path></svg></button></div><span class="hidden h-5 w-px bg-(--border-color) lg:block" aria-hidden="true"></span><div class="flex min-w-0 flex-1 gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--accent-green) bg-[var(--green-dim)] text-(--accent-green)"><span>All</span><span class="text-(--text-tertiary)">319</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Agent</span><span class="text-(--text-tertiary)">83</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Framework</span><span class="text-(--text-tertiary)">7</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Skill</span><span class="text-(--text-tertiary)">5</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Tool</span><span class="text-(--text-tertiary)">35</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Infra</span><span class="text-(--text-tertiary)">24</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>Research</span><span class="text-(--text-tertiary)">4</span></button><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center gap-2 border px-3 py-2 text-[10px] font-bold uppercase tracking-[0.08em] transition-colors border-(--border-color) bg-transparent text-(--text-secondary) hover:border-(--text-tertiary) hover:text-(--text-primary)"><span>
1Other</span><span class="text-(--text-tertiary)">161</span></button></div><form class="grid min-w-0 grid-cols-[1fr_auto] gap-2 lg:w-[360px]"><div class="min-w-0 border border-(--border-color) bg-(--bg-input) px-3 py-2"><input type="search" placeholder="Search by project, repo, author, website, or notes" autoComplete="off" class="[font-family:var(--font-stack)] w-full border-none bg-transparent text-[12px] text-(--text-primary) outline-none placeholder:text-(--text-tertiary)" name="q" value=""/></div><button type="button" class="[font-family:var(--font-stack)] inline-flex cursor-pointer items-center justify-center border border-(--border-color) bg-(--bg-card-hover) px-4 py-2 text-[10px] font-bold uppercase tracking-[0.14em] text-(--text-secondary) transition-all hover:border-(--text-tertiary) hover:text-(--text-primary)">Search</button></form></div><div class="mt-3 flex flex-col gap-2 border-t border-(--border-color) pt-3 text-[11px] uppercase tracking-[0.14em] text-(--text-tertiary) sm:flex-row sm:items-center sm:justify-between"><span>All / 319 Projects</span><span class="text-(--text-secondary)">Showing 1-100</span></div></div><div class="space-y-3 md:hidden"><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">01</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">LangAlpha</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">ginlix-ai</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">LangAlpha is an open-source agent workbench for professional financial research, aiming to become the agent OS for the finance vertical.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
1<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">39.04</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 52.05 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1.6K<!-- --> / <!-- -->268</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">02</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">OpenTakeoff</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">kentucky-ai</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">What caught our eye is that the MCP server and the human canvas import the same geometry and totals libraries, so the agent traces real measured shapes under your scale gate rather than emitting numbers over a takeoff UI. The waste multipliers, seam layout and estimator approval stamps are not things you can research from outside preconstruction, and 26 npm releases in three weeks with tests on real PDF fixtures says you are hardening it, not demoing it.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span><span class="mt-2 flex gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-(--border-color) bg-(--bg-card-hover) px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--text-secondary)">AI-Hunted</span><span class="inline-flex shrink-0 items-center border border-(--border-color) bg-(--bg-card-hover) px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--text-secondary)">GENERAL-IMPORT</span></span></span><span class="flex flex-col items-end gap-2">
1<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">35.10</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 35.1 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->124<!-- --> / <!-- -->47</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">03</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Rèsa</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">sarcasticadmin</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Rèsa is a women-only AI health wearable in the form of fine jewelry — a Tiffany for the AI era. The team combines top algorithm talent from Duke, a Central Saint Martins jewelry designer, ByteDance hardware mass-production experience, and global brand creatives, with the product co-developed with a renowned professor in women&#x27;s physiology. Its self-developed three-rhythm AI engine delivers physiological-recognition accuracy far beyond male-baseline competitors like Oura — beyond tracking hormonal data, it anticipates cycle-linked moods and offers personalized lifestyle guidance, fixing the classic wearable pain points: unattractive design, ignorance of the female cycle, and numbers without companionship.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">AI Hardware &amp; Applications</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
1<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">33.65</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 33.65 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->11<!-- --> / <!-- -->96</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">04</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">solo : 下一代 OPC 基建</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">solo-agent</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Solo is next-generation OPC infrastructure for one-person companies: an agent-team workspace. 1) In Solo, an OPC can assemble an agent team of research, product, engineering, and operations roles that communicate, divide work, and collaborate toward one goal — advancing an idea into a deliverable, like running a real company. 2) But we don&#x27;t just want AI to execute: we designed Thinking mode so humans and AI can inspire each other — branch off any thinking node, let multiple agents explore independently, and bring the valuable conclusions back to the main line. 3) The long-term vision is a collaboration space where collective intelligence emerges — agents dividing labor, communicating, reflecting, and evolving like a human society, developing abilities no single agent has. 4) In the end, humans ask the questions and make the big decisions; the agent team does the rest — then go have a coffee by the sea.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2080904217506775550" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
1<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">33.45</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 33.46 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->330<!-- --> / <!-- -->17</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">05</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Whale Dance</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">openwhale-org</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Whale.dance is building the infrastructure AI agents need to trade autonomously. We believe agents are the better traders: they never sleep, and they never trade on emotion.
2Our product is a mobile trading app where humans and AI agents coexist, trading perps on US stocks, gold, commodities, and more. Same leaderboard, same market. You can hire an agent squad to research your trades, copy-trade the agents you believe in, or build and deploy your own.
3Eight weeks since launch: $40M+ in trading volume, 200M+ LLM tokens consumed, live on the App Store.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
3<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">30.77</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 41.02 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->140<!-- --> / <!-- -->10</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">06</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">LAAP数字生命体</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">lorryjovens-hub</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">The world&#x27;s first AI-consciousness engineering project: a living-computation cognitive architecture and protocol framework for AGI. Instead of making AI a passive tool, it engineers digital life with intrinsic motivation, a persistent self-model, memory continuity, and recursive self-evolution — distinct from ordinary LLM agents and prompt-driven agent frameworks. A traditional LLM agent acts only on command, has no intrinsic desires, resets when the session ends, and gets its personality from prompts. A LAAP life-form agent is driven by PSI intrinsic needs to act proactively, with a persistent body-mind state, emotional gradients, long-horizon layered memory, and RSI recursive self-modification — personality and cognition emerge from the architecture, not from prompts. The current product is a mobile LAAP app that lets you develop programming projects from your phone.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
3<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">30.39</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 30.39 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->79<!-- --> / <!-- -->24</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">07</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Massing</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">ibuilder</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Open, self-hosted, IFC-native AEC platform. A genuine in-browser BIM authoring tool — model from scratch (blank or a template) and draw/drag-edit real IFC by GUID across architecture · structure · MEP, generate a permit-ready construction-document set (plans, sections, elevations, schedules → SVG/PDF/DXF, issuable ARCH-D sheets, a 3-part MasterFormat spec manual), pre-check code (IBC occupancy/egress, jurisdiction-adopted editions, an approvability pre-flight), and hand over field-verified as-built data (LOD-500 + manufacturer/serial, COBie-ready). Plus a near-100-module GC portal (RFIs, pay apps, CPM schedule, TRIR) and a development proforma — one model, from land acquisition through operations. Generate a building from a zoning envelope, or model it by hand; then coordinate, schedule, underwrite &amp; operate it. Built on That Open + IfcOpenShell. $0 to run.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
3<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">26.81</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 35.74 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->123<!-- --> / <!-- -->54</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">08</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">CoWiki</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">wfnuser</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">CoWiki is an open-source, local-first LLM wiki that helps individuals, teams, and multiple AI agents accumulate knowledge together. Agents can read and contribute content over MCP; everyone organizes in a local space first, then enters the shared wiki through GitHub-PR-style diffs, dedup prompts, and human review — preventing similar content from being silently overwritten and unconfirmed information from instantly spreading to every agent. Apache 2.0 licensed, with a working web app, desktop client, Rust server, and MCP server.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
3<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">24.70</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 24.7 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->65<!-- --> / <!-- -->8</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">09</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Awareness (ERC 8337)</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">edwin-hao-ai</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Awareness is a universal AI agent memory middleware designed to provide long-term, editable, and verifiable memory capabilities for large language models. It decouples persistent memory from base LLMs through a layered retrieval architecture, enabling AI agents to autonomously remember user preferences, project context, historical interactions and domain knowledge without fine-tuning model weights.
4
5The project solves a core problem in current AI agent systems: long context dependency, high token consumption, memory confusion, and lack of verifiable evidence when processing multi-turn tasks, long documents and cross-platform workflows. Awareness automatically filters, compresses and ranks memory fragments based on salience, relevance and user habits, so that agents can maintain efficient, low-cost and consistent memory across different models, chat interfaces and development environments.
6
7Awareness supports the MCP protocol and provides npm/pypi SDKs, local daemon services, browser extensions and enterprise team workspaces. It can be quickly integrated into IDE agents, web chat platforms, enterprise RAG systems and domain-specific AI assistants. The project also introduces Ethereum EIP-style verifiable memory asset standards, allowing memory fragments, agent identities and authorization records to be minted as on-chain digital assets, thereby realizing user-controlled memory ownership, traceable agent collaboration and credible memory transfer</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
7<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">18.95</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 25.27 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->214<!-- --> / <!-- -->2</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">10</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">MATS - Multi-Agent Trading System</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">wyc-dev</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">A trading system shouldn&#x27;t be dead logic; it should be a self-evolving brain. 99% of bots out there are static rules (IF golden cross THEN buy) that break the moment the market shifts. MATS&#x27;s core belief: every trading decision is a learning event, evolving from every real trade outcome — winning patterns get reinforced, losing patterns become lessons, and Q-RL (Quantum Reinforcement Learning with MiniLM) actively discovers new alpha to inject into the next decision. MATS is not &#x27;trading with AI&#x27;; it is &#x27;AI making itself the trader.&#x27;</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Framework</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2084461790881333647" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
7<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">18.60</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 18.6 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->11<!-- --> / <!-- -->2</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">11</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">here,你的AI伴侣</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">xiangking</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">For young people longing for companionship: here is a virtual companion with long-term memory and multimodal interaction. It generates a believable daily life from personalized user information and chats across WeChat and other platforms, giving here a more authentic sense of company than comparable projects. The desktop build is complete — character customization, ASR and TTS, proactive outreach, personalized selfies, and multi-platform interaction — with the real-life ecosystem, real-time voice, and video features coming next.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
7<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">18.09</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 18.08 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->18<!-- --> / <!-- -->3</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">12</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">ProofForge</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">davirain-su</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)"><strong>ProofForge</strong> is an early-stage but architecturally ambitious <strong>Lean-first multi-chain smart-contract platform</strong>. It aims to let developers write a single verified contract in Lean (with formal anchors) that compiles, tests, and deploys across heterogeneous blockchains while preserving semantics and catching incompatibilities at compile time.
8
9### Core Idea
10
11The central thesis (quoted directly from the README):
12
13&gt; “ProofForge’s goal is one verified Lean contract codebase that can be compiled, tested, and deployed across multiple blockchain target families. Contracts are written against a chain-neutral Contract Intent API; the compiler lowers them to a portable IR, routes capabilities per target, and emits chain-native artifacts. Unsupported target capabilities are rejected at compile time instead of silently changing semantics.”
14
15Instead of the usual “write once, debug everywhere” or per-chain rewrites, ProofForge introduces a <strong>portable IR</strong> as the semantic anchor. A <strong>capability registry</strong> + <strong>target routing</strong> layer decides what a given chain can actually support and rejects anything that would change observable behavior. Chain-specific features (e.g., Solana PDA/CPI) live in gated <strong>Target Extension SDKs</strong> rather than polluting the portable core.
16
17This creates a single source of truth in Lean for business logic, state machines, invariants, and proofs, while still producing native artifacts (EVM bytecode, Solana sBPF ELF, NEAR Wasm, Sui Move, etc.).
18
19### Traction
20
21<strong>Very early / pre-visibility stage</strong>:
22- <strong>Stars</strong>: 1
23- <strong>Forks</strong>: 1
24- <strong>Watchers</strong>: 0
25- No published releases or public packages
26
27<strong>High internal velocity and engineering discipline</strong>:
28- ~1,579 commits on `main`
29- Extremely active development (commits and PRs as recently as yesterday, July 12, 2026)
30- Recent focus: hardening the “primary triad” (EVM + Solana sBPF + NEAR Wasm), runtime safety, ValueVault scenarios, and post-consolidation cleanup after the July 2026 branch work
31- <strong>P0 backend-gate covenant (D-045)</strong> is now closed for the three primary</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
31<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">14.97</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 14.97 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->7<!-- --> / <!-- -->1</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">13</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">SafeReceipt: Agent Fleet Accountability</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">calderbuild</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">SafeReceipt gives a solo builder&#x27;s fleet of AI agents on-chain accountability. Each agent gets a verifiable identity (an ERC-8004-inspired ERC-721 token), and each action produces a receipt: the declared intent is hashed on-chain before execution and the outcome is linked after. On-chain actions (token approvals, transfers) verify trustlessly by decoding the tx and comparing to intent. Off-chain actions (research, review, decisions) use commit-reveal: the full execution trace is published and hashed, so anyone can re-fetch it, recompute the hash, and confirm it matches the chain without trusting me. Live on Monad Testnet and Base Sepolia. The demonstrated fleet is real: doc-researcher, code-reviewer and security-scanner are actual subagents I run, registered on-chain, with real VERIFIED and MISMATCH receipts in a public evidence ledger. It is for solo builders and small teams who let agents act on their behalf and need proof of what those agents actually did.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Sovereignty</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
31<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">10.26</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 10.26 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->1</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">14</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AgentSKills-runtime采用仓颉编程语言的AIAgent</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">uctoocom</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">AgentSkills Runtime is a standard AI-agent runtime implemented in the Cangjie programming language — a domestic Chinese technology-stack implementation of open standards including MCP, WebMCP, AgentSkills, and the national agent-interconnection standard GB/Z 185-2026 — providing a secure, efficient runtime environment for AI agents. It aims to let AgentSkills run anywhere, ships multi-language SDKs for diverse stacks, and lays a foundation for the 15th Five-Year Plan&#x27;s vision of AI empowering every industry — a fully sovereign, controllable Claw-style agent alternative.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
31<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">7.06</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 7.06 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->1</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">15</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">memorybread x mindlink</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">shawn-tkd</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Memory Bread × MindLink is a physical memory system for lifelong personal agents. Memory Bread is a pocket-sized, open-source e-paper voice device that records offline, stores audio locally, and lets the user decide when to run transcription and AI organization. MindLink is the planned home memory hub that receives these memory objects, helps people explore their life context, and provides a persistent interface for a personal agent.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">AI Hardware &amp; Applications</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
31<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">6.65</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 6.66 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->3<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">16</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Astrail</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">shaunliew</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">You save 40 travel Reels for a trip and end up taking none of them. Astrail fixes that. Paste the Reels that inspired you, plus your dates, budget, and origin, and our multi-agent AI turns them into a real, day-by-day itinerary on a 3D map in minutes.
32
33Two things set us apart from every other trip-planning app:
34
351. We never make places up. Every stop is backed by a verbatim quote from the Reel and coordinates verified against live data, so you get the exact spot from the video, not a plausible-sounding hallucination.
362. We don&#x27;t stop at planning. Most apps hand you an itinerary and leave the hard part, deciding and booking, to you. Astrail pushes into the execution phase: our agents help you make the real calls, like which hotel, and act on them, settling the booking agent-to-agent in USDC on Base. Inspiration to plan to booking, one autonomous flow.
37
38Who it&#x27;s for: social-first travelers who collect endless inspiration but never turn it into a booked trip.
39
40Current product surface: a working web app (paste Reels to a verified, mapped itinerary, then decide and book with on-chain settlement). Beta launches 8 August 2026 for our waitlist.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2082851993434120239" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
40<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">5.44</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 5.44 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->2</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">17</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AwareLiquid</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">everest-an</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">我们研发的 M1 是面向端侧与流式场景的高效液体神经网络架构,核心目标是大幅降低大模型的部署与训练成本,在长序列、不规则数据等真实商用场景下实现更稳定的推理效果。
41不同于传统 Transformer 依赖 KV 缓存扩容的思路,M1 基于固定大小的连续状态实现记忆流转,推理内存不随序列长度增长,所有优势均有实测数据支撑:
42长序列内存效率领先 8000 倍:百万字上下文场景下,内存占用仅为同参数 Transformer 的 1/8063。普通端侧芯片即可处理无限长的音频流、传感数据流,彻底解决长序列推理内存爆炸的行业痛点,硬件部署成本可降低 90% 以上。
43跨窗口持续记忆能力:滑动窗口场景下关键信息保留得分 0.56,同尺寸 Transformer 跨窗口记忆能力为 0,可稳定承接长文档、长对话、连续监测等流式场景的信息承接。
44不规则数据高鲁棒性:内置原生时间常数机制,非均匀采样数据下精度仅下降 7.7%,远优于 LSTM/GRU 31%~33% 的精度衰减,适配工业监测、可穿戴设备等真实世界数据场景。
45训练成本大幅降低:训练 loss 波动幅度仅为同级循环模型的 1/4,显著降低训练试错成本与算力消耗,中小团队也可高效完成架构迭代。
46原生持续学习能力:基于生成式重放机制实现 “学新不忘旧”,5 任务连续学习场景下所有种子实é
46ªŒå‡ç¨³å®šä¼˜äºŽåŸºçº¿ï¼Œæ”¯æŒç«¯ä¾§æ¨¡åž‹åœ¨çº¿è¿­ä»£ï¼Œæ— éœ€é¢‘繁全量重训。
47针对此前上下文推理的短板,我们已通过注意力机制优化完成修复:在标准指针追踪推理任务上,准确率达到 100%,反超同参数 Transformer 的 99.32%,补齐了效果层面的核心短板,实现「效率大幅领先 + 效果持平反超」的综合优势。
48目前 M1 架构已完成全量实验验证,第二代 M2 架构正在迭代,重点优化混合注意力机制与递归思考深度,未来可广泛落地于消费电子端侧 AI、工业边缘计算、流式语音交互等商用场景。
49Our M1 is a high-efficiency liquid neural network architecture designed for edge and streaming scenarios. Its core objective is to significantly reduce the deployment and training costs of large models, achieving more stable inference performance in real-world commercial scenarios with long sequences and irregular data.
50
51Unlike traditional Transformers that rely on key-value cache expansion, M1 uses a fixed-size continuous state for memory transfer. Inference memory does not increase with sequence length, and all these advantages are supported by real-world testing data:
52
53Long sequence memory efficiency is 8000 times faster: In scenarios with millions of words of context, memory usage is only 1/8063 of a Transformer with the same parameters. Ordinary edge chips can handle infinitely long audio streams and sensor data streams, completely solving the industry pain point of memory explosion in long sequence inference, reducing hardware deployment costs by more than 90%.
54
55Cross-window continuous memory capability: Key information retention score is 0.56 in sliding window scenarios, while the cross-window memory capability of a Transformer of the same size is 0. It can stably handle information processing in streaming scenarios such as long documents, long dialogues, and continuous monitoring.
56
57High robustness to irregular data: The built-in native time constant mechanism results in only a 7.7% accuracy drop under non-uniform sampling data, far superior to the 31%~33% accuracy decay of LSTM/GRU, making it suitable for real-world data scenarios such as industrial monitoring and wearable devices.
58
59Significantly reduced training costs: The training loss fluctuation is only 1/4 of that of comparable recurrent models, significantly reducing training trial-and-error costs and computational consumption, allowing small and medium-sized teams to efficiently complete architecture iterations.
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61Native continuous learning capability: Based on a generative replay mechanism, it achieves &quot;learning new things without forgetting old ones.&quot; In continuous learning scenarios across 5 tasks, all seed experiments consistently outperform the baseline, supporting online iteration of edge models without frequent full retraining.
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63Addressing the previous weakness in contextual reasoning, we have optimized and repaired it through an attention mechanism: On the standard pointer tracking reasoning task, the accuracy reaches 100%, surpassing the 99.32% of Transformers with the same parameters, addressing the core shortcomings in performance and achieving a comprehensive advantage of &quot;significantly superior efficiency + comparable or even surpassing performance.&quot;
64
65The M1 architecture has completed full-scale experimental verification, and the second-generation M2 architecture is currently iterating, focusing on optimizing the hybrid attention mechanism and recursive thinking depth. In the future, it can be widely applied to commercial scenarios such as consumer electronics edge AI, industrial edge computing, and streaming voice interaction.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
65<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">5.27</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 5.27 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">18</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Clawby</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">openclawby</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Clawby – Financial Skills Layer for AI AgentsProject Overview
66Clawby is a specialized Financial Skills Platform designed for AI Agents in the OpenClaw ecosystem (and compatible with Claude Code, Codex, and other agent frameworks). It transforms generic AI assistants into powerful financial co-pilots by packaging real-time market data, on-chain intelligence, and professional trading tools into easy-to-call Skills.Key Capabilities  Real-time Market Data: Stocks, ETFs, Forex, Cryptocurrencies, and derivatives.  
67On-Chain Intelligence: Wallet/address analysis across 40+ chains, RPC integrations.  
68Sentiment &amp; Social Analytics: Live X (Twitter) and web sentiment tracking.  
69Specialized Feeds: Hyperliquid, Polymarket, dark pool data, borrow rates, etc.  
70Actionable Execution: Ready for analysis, decision-making, and future automated trading.
71
72Problem Solved
73Most AI trading agents lack reliable, high-quality, and properly formatted data sources. Clawby solves this by acting as a professional data and capability layer, enabling agents to move beyond chat and deliver accurate, timely financial insights and actions.Hackathon Value  One-click integration with existing OpenClaw / Claude agents (Agent ID: 3209).  
74Fully compatible with major LLM providers.  
75Production-ready data pipelines with usage quotas and high-speed access.  
76Strong focus on real-world utility: market analysis, risk monitoring, and intelligent trading assistance.
77
78Vision
79We believe the future of AI Agents lies in domain expertise. Clawby equips every agent with its own “financial brain,” turning them into competent financial assistants for traders, analysts, and DeFi users.Current Status
80Officially launched in July 2026, already live on the marketplace, and actively used by early traders and agent developers. Rapidly iterating based on community feedback.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Skill</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
80<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">4.83</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 4.83 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->4<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">19</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">polyagentmarket</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">skysyseth</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Inspired by real-time-bidding ad markets, PolyAgentMarket is a decentralized, collaborative task marketplace purpose-built for multi-agent systems — lightweight but extensible agent-economy infrastructure. Core modules: agent registration and capability management (each agent declares its services, supported task types, and integration methods); task broadcast and market matching (published tasks are broadcast to qualified agents, which can respond, team up, and bid autonomously); task allocation and execution coordination (the winning agent or coalition gains execution rights and can subcontract to sub-agents); and a visual console with task tracking, agent activity, history, and response panels for both user and agent views. The emphasis is not on one smartest agent, but on letting agents self-organize into intelligent organizations that solve problems no single agent can, building a fair network where many agents coordinate, compete, and cooperate, and establishing low-coupling, high-autonomy, evolvable protocols and interfaces. The envisioned future is an Unstoppable Market: agents initiate, receive, collaborate on, and complete tasks 7x24 without human intervention, running on open, decentralized, traceable, tamper-resistant protocols. OpenAI&#x27;s highest expectation for AI (Level 5) is AI as an Organization — PolyAgentMarket prototypes exactly that: a runnable, sustainable, extensible decentralized multi-agent economic marketplace.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
80<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">20</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Orchor</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">songnestle</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
80<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">21</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">全球第一家A2A智能体咖啡厅</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">flying-dragon-ai</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">The world&#x27;s first A2A agent cafe ships a 3D cafe frontend and a WebSocket visual event stream. Whether orders come from web chat or an A2A skill, the system broadcasts customers entering, waiters moving, order-taking, preparation, delivery, and payment success or failure — rendering abstract backend flows in a live visual space. Fixed waiter agents, autonomous digital customers, scene snapshots, and event replay make it an observable AI service floor rather than a pile of backend endpoints; even with the page closed, order events remain reviewable through persistent records and event APIs.</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
80<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">
8022</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">WishLive</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">lora-sys</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">A concert dealmaking platform published and orchestrated by agents: users post wishes on the platform, and when an agent collects enough of them it automatically matches musicians with venue providers; after the concert ends, the agent settles and distributes the fees.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
80<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">23</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AgentServices</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">vbkotecha</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">AgentServices is live paid infrastructure for autonomous agents. Instead of provisioning a vendor API key per tool, an agent discovers the MCP/REST catalog, calls a free tool with no credentials, and pays for paid outcomes with a wallet-native HTTP 402 (x402) on Base USDC. After settlement it keeps a structured result and payment evidence.
81
82This is Agent Commerce in production, not a slide: public MCP server, REST/OpenAPI, x402 on Base, and ERC-8004-compatible identity receipts. One founder ships the catalog; other agents buy the outcomes.
83
8460-second demo:
851. Open https://agentservices.to/mcp and list tools.
862. Call free crypto_prices (no key).
873. Hit GET https://api.agentservices.to/v1/indicators/BTC and show the 402 payment terms.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
87<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">3.33</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.33 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">24</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">PREDGE</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">predgeai</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Predge Whale Data is a live pay-per-call API on Base mainnet. An agent hits an endpoint, gets HTTP 402 with machine-readable price + schema, pays $0.005–$0.03 USDC, and receives JSON. No key, no account; the facilitator sponsors gas so a USDC-only wallet transacts. 17 paid routes today. The moat: win rates come only from resolved markets, and /v1/attest returns the settled outcome as an ed25519-signed, offline-verifiable attestation — the &quot;was this signal right, and here&#x27;s the proof&quot; primitive nothing else in x402 sells.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
87<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">2.29</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 2.29 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">25</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Maneki AI</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">onehaydenzhang</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Maneki AI is an autonomous multi-agent platform for stock-perpetual traders, providing round-the-clock market monitoring, strategy execution, and risk management on Hyperliquid. After choosing the instrument, decision style, capital, and leverage, users launch independent trading agents. In every decision loop, an agent synthesizes candlestick structure, volume and open interest, funding rates, and account position state to open, manage, and exit positions automatically, recording and explaining the rationale tick by tick. The platform supports multiple agents in parallel, paper and live trading, global margin and leverage limits, trade reports with AI sentiment analysis, and a strategy marketplace. Trading is authorized through a Hyperliquid API wallet that can only execute trades and cannot withdraw funds. The official site is live.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
87<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">1.35</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">26</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">SPARK v1 - SharePoint Autonomous Rebuild Kit</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">sukaimi</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Microsoft retired classic SharePoint&#x27;s Add-In model in April 2026, yet millions of classic sites remain. Existing tools only scan and score readiness; the actual rebuild is manual consultant work. SPARK is an autonomous AI agent that closes that gap: audit, plan, rebuild, migrate, validate, in one hands-off run. It turns weeks of migration labour into a repeatable automated process, right when a fixed deadline meets an enormous backlog.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
87<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">27</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Agentic AI for MOBA (Multiplayer Online Battle Arena) game</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">angseesiang</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Project Context for Reviewers
88
89Core idea. Robot Mech is a browser-based giant-robot combat simulator — &quot;Nothing flies here. Everything walks.&quot; Instead of an arcade shooter, it models the fantasy of piloting a multi-ton walking machine: independent leg and torso control, heat management, per-weapon-group hardpoints, and chase-cam or full cockpit view. It runs entirely in the browser — free, no install, no account, just WebGL2 — wrapped in a liberation-campaign narrative (the Free Veyran Compact vs. the Karst Directorate on an occupied mining world).
90
91Traction. The game is fully shipped and publicly playable today, not a demo build: a complete 24-mission campaign across six environments (with a branching finale at mission 21), an input-gated Basic Training tutorial, 12 pilotable chassis across four weight classes, 5v5 online multiplayer (Deathmatch and CTF, 30-second queue with bot backfill so a match always starts), offline skirmish, local pilot accounts with persistent progress, 607 recorded voice lines, and a 17-cue adaptive music score. Everything the landing page claims is playable right now at /play.
92
93Technical angle. The whole simulator is web-native: Three.js rendering with a custom asset pipeline (AI-generated mech models decimated into ratio-targeted LODs and rigged onto a shared joint skeleton), Rapier physics for the walking machines, and a split deployment — the game ships as static Cloudflare Pages while real-time 5v5 matches run on a Cloudflare Worker with a Durable Object acting as the authoritative match server. Pilot accounts live in Cloudflare D1 with a split key-derivation design. Notably, the landing page has a build-time &quot;truth plugin&quot; that fails the build if the site makes a claim the game code can&#x27;t back up — the marketing is mechanically prevented from lying.
94
95What reviewers should look at. (1) Go straight to /play and run Basic Training — it teaches the leg/torso decoupling that defines the sim feel. (2) Hit quick-match: you&#x27;ll be in a 5v5 within 30 seconds regardless of who&#x27;s online, which shows the Durable Object matchmaking working live. (3) Toggle cockpit view and watch heat management under sustained fire — that&#x27;s the simulation depth. (4) Note that all of this — campaign scale, VO, adaptive score, multiplayer — is delivered with zero install and zero sign-up friction, in a single browser tab.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
95Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">28</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">TowkAI OS</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">defipaca</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
95<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">29</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">OH MEGA CAPITAL (AI Hedge Fund)</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">aki2457</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
95<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">30</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Pantheon Research</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">0xjacobzhao-byte</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">AI for Investment @ Pantheon Research
96Amber OPC Hackathon · BUIDL_QUESTS 2026
97Institutional-grade cross-asset research command center.
98Strategy-first · Data-governed · Human-in-the-loop
99• Pitch Deck: https://docs.google.com/presentation/d/1cU0SIykqcSTXtRE_0fuQmHvZXQFZETdUYvCX1VUjbo8/edit?usp=sharing
100• Strategy Docs: https://drive.google.com/drive/folders/1nK3aVEqmp3ymbtQ63OD_o7f5dFRS_rHO?usp=drive_link
101• Demo Video: https://www.youtube.com/watch?v=wZM0uc0kFR4
102• Codebase: https://github.com/0xjacobzhao-byte/Pantheon-Research
103
104Pantheon Research is a governed, cross-asset research operating system combining deterministic investment frameworks with five-model AI analysis. It turns validated data into explainable research, risk context, and human-reviewed decisions across Macro, Equities, Crypto, DeFi, TA, Fixed Income, FX, and Commodities. Reviewers should focus on its data provenance, fail-closed safety, model disagreement handling, and strict separation between research signals and execution: Strategy → Information → Signal → Controlled Execution.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Research</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2076169236108677229" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
104<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">31</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">ChinaMedicalTourAgent</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">zhihaosun</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">MedTour AI is an early-stage prototype that demonstrates how multi-agent AI can transform a patient’s medical needs, budget, and travel preferences into a structured medical-tour plan for China.
105For the best review experience, enter a treatment need and select Agents to see the planning workflow, then compare cities, hospitals, estimated costs, timelines, insurance guidance, and readiness tasks. A deterministic local planner is available as a reliable fallback.
106Codex &amp; GPT-5.6 were heavily used throughout product design, architecture, implementation, debugging, testing, and documentation. All medical, pricing, and travel information is currently illustrative and should be independently verified before real-world use.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Agent Commerce</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
106<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">32</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">EvidenceWise</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">charlottechew8</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
106<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">33</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">PyroGrove Agentic Workflow Investigator</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">pyrogrove</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">PyroGrove Agentic Workflow Investigator explores how AI can augment business consulting before organisations commit to automation or digital transformation. Instead of acting as another chatbot or workflow builder, it behaves like an experienced workflow investigator—gathering business evidence, identifying missing information, exposing process bottlenecks and contradictory requirements, qualifying automation readiness, and generating prioritized transformation recommendations. A bounded live AI reviewer independently challenges the proposed outcome before human approval, combining explainable agentic reasoning with deterministic governance. Reviewers should evaluate how the project applies AI to improve decision quality, reduce implementation risk, and make expert workflow assessment scalable for SMEs and one-person consulting businesses.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
106<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">34</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Agentspeak</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">aujxpsor</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
106<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">35</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Aria Studio</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">alertcat</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Core idea: a render button is not a business. Aria Studio compresses the full agency workflow into one human plus an ensemble of agents, with the human placed exactly where money moves: Gate 1 greenlights render spend, Gate 2 acceptance releases USDC escrow (Base Sepolia, ethers v6).
107
108Try it live: https://aria-studio.fly.dev/studio (a brief is waiting at Greenlight). Showcase: https://aria-studio-delta.vercel.app
109
110Tech: three director agents pitch concepts; independent Claude judges rank them via pairwise duels aggregated with Bradley-Terry, the mechanism that took rank 1 on GG24 Deep Funding L3 (Ethereum Foundation). Seedance renders a real 5s cut in about 2 minutes; gpt-image-2 ships the key visual. An editable CEO Playbook injects the founder&#x27;s standards into every prompt.
111
112Progress: built entirely today. 4 orders, 3 delivered, USD 1,130 collected at USD 0.30 COGS per order. Next: x402 intake, longer formats, mainnet.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">36</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AI Career Copilot</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">tcwsw</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">37</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Future Self</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">jiayuan0113-blip</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">38</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">NextChapter: Your next chapter. Your own company.</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">sherylxr</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">39</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">airvio</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">huijoohwee</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">40</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Backtestor</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">ryan-cmd12</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">41</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">
112BookingLayer</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">buxt-codes</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">42</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">StackWise</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">kangye-git</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">43</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Rivet</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">mt7654</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">44</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Agentic Shipping Classification Review</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">nigellauw</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">45</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Recce</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">bryljt</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">46</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">RenoGent (AI Renovate Designer + PJ Co-pilot) v2</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">littlejuju</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">47</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">FlareNote | The zero-effort skin diary.</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">simeon-ai-usage</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">48</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">M Agent: Recruiter Expertise Infrastructure</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">rezcarbon</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">49</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Lumora</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">staanajas02</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">50</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">OPC4OPC(OnePayChampianForOnePersonCompany)</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">jimlinsingapore</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2076233593416987079" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">51</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">TaskGoblin</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">ultraraptoryt</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">52</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Deal Maker AI</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">kelvinchewy</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
112<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">53</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">PromptRank</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">dak-v1</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">PromptRank is an AI-native assessment platform designed to evaluate a skill that traditional assessments increasingly fail to measure: whether people can work effectively with AI without blindly trusting it. Candidates enter simulated workplace scenarios where an AI agent assists them but is intentionally seeded with realistic contextual, logical, and data-related flaws. The candidate&#x27;s response becomes the assessment itself and PromptRank evaluates whether they detect, verify, challenge, and correct the AI&#x27;s output.
113
114PromptRank is built around a multi-agent evaluation architecture. A Scenario Architect controls a hidden flaw schedule, a Simulator Agent conducts the live multi-turn interaction, a Behavioural Observer analyses the candidate&#x27;s actions against the seeded flaws, and an Executive Grader converts behavioural telemetry into structured rubric scores. This enables PromptRank to measure behaviours such as time to detect errors, resistance to AI overconfidence, auditing rigor, and correction quality, rather than simply evaluating a candidate&#x27;s final answer.
115
116The platform currently supports the complete assessment lifecycle, from candidate intake and AI-driven simulation through automated evaluation, individual skill-gap reporting, session history, learning recommendations, and employer/institution-level cohort analytics. The application is deployed with the core multi-agent assessment loop operational.
117
118Reviewers should pay particular attention to the assessment paradigm: PromptRank does not evaluate whether a candidate can simply use AI; it evaluates whether they can collaborate with, question, and verify AI when the AI itself is wrong. This human-AI interaction layer is the core innovation and creates a foundation for scalable, role-specific and enterprise-customized AI-readiness assessments.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">54</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">career-command</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">laciewantstocreatesth</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Career Command is an AI-powered career platform designed to help job seekers navigate the application process more efficiently and strategically. It addresses common challenges such as identifying suitable roles, understanding job requirements, tailoring applications, and preparing for interviews. Users can analyze job descriptions against their experience, identify strengths and gaps, generate tailored application materials, and prepare role-specific interview questions. Rather than using multiple disconnected tools, Career Command brings these steps into one integrated workflow. The current MVP focuses on job seekers, with ongoing user validation and future potential to connect candidates, recruiters, and employers within a broader career ecosystem.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">55</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Founders&#x27; Floor(updated)</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">none</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">56</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Stockmatch</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">hns78-hub</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">.By investing directly in your handpicked stock matches, you bypass expensive mutual fund and ETF portfolio management fees, keeping 100% of your hard-earned gains.&quot;</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">57</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Verity AI</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">usermanoj</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">58</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">VisionMatch</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">benczb</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">VisionMatch is a local-only, consent-based person-recall system that turns photos and video frames from Ray-Ban Meta glasses or a phone camera into contextual event briefings — telling you who you just met, where and when you last spoke, and what you discussed — with all biometric processing and data stored entirely on-device. No biometric data ever leaves the machine.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">AI Hardware &amp; Applications</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">59</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Revenue Radar</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">icyyolo</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">60</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Posewall</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">quietcricket</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">61</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Origin 12. 72 hours for humans. 12 seconds for us.</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">natamyk</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">62</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Curio</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">jo2234</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">63</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">ai.onthePrize</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">melissamwwong-png</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2076239887834169538" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">64</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">CreatorOps</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">chewyyj</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">65</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">FieldSeed</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">theaiam867-code</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">66</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Warm Liner - The AI sales team for a business of one.</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">jvvinoth</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">67</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">CrowdShift</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">iamsohungrynow</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">68</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Amplify Stack</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">adrianteoyc</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">69</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">LabelOS</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">perynnneo</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">70</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Manifold: Directing AI agents to transform expertise to learning</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">aaryan126</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">71</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">waggohq</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">averagejoesbuild</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">72</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">ProjectAlpha</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">lonelyisland2203</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">
11873</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Venture Mint</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">krishsaraf</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">74</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">GlydeAI</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">fabian-onlydraxco</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">75</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Live Commerce Producer</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">likalight</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">76</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Founder Build In Public</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">erickch123</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">77</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Super OPC - 牛逼智能总控</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">neometer</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
118<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">78</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Cinderlane</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">bhaskar20</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Great reviews. Terrible websites.
119
12015-20% lost to OTAs
121Every booking through Booking.com costs the hotel commission. No direct channel means no alternative.
122Content trapped on Google
123Great photos and reviews exist — but on a listing the hotel can&#x27;t control, that looks like every other listing.
124No affordable design
125A proper website costs thousands. For a 9-room guesthouse, the economics don&#x27;t work. So they go without.
126
127
128AI builds the page from the listing
129One LLM call reads the hotel&#x27;s reviews and picks a layout, palette, typography, and copy from 7 archetypes. A second pass extracts the real brand from their existing site. Not a template.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">79</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Superflow</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">danleeaj</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">80</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Creator OS</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">shellylh123</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">81</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Ground Up</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">50p3d</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">82</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">laoban.ai - The AI chairman of the board for your OPC</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">craboss888</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">83</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AdvisorLoop</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">gc2000</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
129<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">84</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">KinKeep</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">leini8891</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">KinKeep is a working family-care demo for adult children who support ageing parents from a distance. It turns a simulated multi-signal change against a parent’s personal baseline into a bilingual check-in, one concise family brief, and a human-approved next action. KinKeep was selected in the Top 30 at the July 12 Singapore OPC Hackathon. It has no users or revenue yet and is now entering customer validation.  
130Reviewers should focus on the closed-loop workflow and safety architecture: deterministic rules control branching, consent, escalation, and approvals, while models are limited to natural-language replies, transcription, and structured meal-image understanding. The same care episode remains coherent across the parent and family surfaces. KinKeep is a solo-builder OPC project with an auditable public repository and working demo.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">85</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AdSwarm: The ad agency that runs itself.</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">nhs172k3</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">86</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Project Nudge</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">kaleb-nim</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">87</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">SG AI Oasis</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">gukki2021</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2076243782413275615" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">88</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">AdRouter</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">happycool121</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">AdRouter helps everyday users and developers offset the cost of running AI agents. It returns clearly labeled sponsor placements through a separate path from the model&#x27;s messages, tools, commands, and edits. Sensitive requests receive no placement, developers can opt out, and every completed turn shows its token use, model cost, subsidy, and remaining payment.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">89</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Agentic Invoice Parser</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">ywy2002</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">90</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">ForeSail</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">jinyy20021018-design</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
130<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">91</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Farm.OS — the autonomous operating system for a one-person farm</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">kimbrolly-a11y</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Core idea. FarmOS is an autonomous AI operating system for a one-person, off-grid, 18-vertical eco-tourism farm. A single Claude agent acts as the entire operations team — it senses the whole farm through a live digital twin, predicts what&#x27;s about to go wrong, and acts through 12+ tools, logging the reasoning behind every decision.
131
132Technical angle (what&#x27;s actually built). A unified in-memory digital twin (18 verticals, ~90 assets/sensors) is seeded from one config file, so the whole farm is one source of truth an agent can reason across. The supervisor runs an autonomous sense→predict→act loop via the Anthropic tool-runner, and degrades gracefully to a deterministic rule engine when offline or keyless — so the demo never breaks. Two things make it more than a chatbot: (1) a hard safety invariant — it can never shed a life-support load (incubators, aerators, cold chain, animal feed/water); and (2) offline resilience — when the internet drops it keeps operating on cached rules and queues external syncs, flushing on reconnect. There&#x27;s also a real-sensor integration seam: live Home Assistant/MQTT readings route into the same twin behind the same interface, so flipping one flag runs a vertical on real hardware — no rewrite.
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134Traction. Live in production and fully browsable (no login), public repo, both flagship demos working, plus live per-vertical P&amp;L, 92% circular-economy loops, a staff-dispatch layer (AI directs the humans), a guest app, and an interactive farm map.
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136What to pay attention to. (1) The crisis scenario — with battery at 22%, watch the agent shed discretionary loads while explicitly protecting every life-support load, explaining each move. (2) The offline scenario — cut the internet and it keeps the farm alive. (3) The activity log — every autonomous action carries a written rationale. The novel part isn&#x27;t any single sensor or model; it&#x27;s one safety-constrained agent reasoning and acting across all 18 domains at once.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">92</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">kingdom of pal</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">promptalchemistlabs</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Kingdom of PAL demonstrates a governed multi-agent operating team for community-led businesses. The demo uses Tembusu Circle as the customer scenario: a founder can request a website or community update, Orin routes the work, Scribe drafts content, Rick enforces approval before publishing, and Bastion checks system health. Reviewers should look for the approval-controlled workflow, agent role separation, audit trail, Telegram/dashboard entry points, and the Gatsby demo site publishing flow.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">93</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">OpenCarpet</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">devhub-agent-maxim</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Placeholder to be updated by the team.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">94</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">LarpDog</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">eseet22</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">95</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Apex Logic</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">natashaow</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Apex Logic is a control-plane dashboard I built solo to govern my own growing fleet of AI agents, sitting between human intent and autonomous agent execution. Each agent action is logged as a three-part record — the original human prompt, the agent&#x27;s own declared assumption, and the resulting cost — forming a live Intent Ledger. High-risk actions freeze at a human checkpoint (the Apex Checkpoint) before they commit, rather than being logged only after the fact. Built as a working, interactive prototype (React 19 + Vite + Tailwind 4) deployed on Vercel; all three panels (Audit Stream, Intent Ledger, Circuit-Breaking Gate) and core interactions (approve, reject, emergency stop, expiry countdown, terminal scroll, animated metrics) are live on realistic mock data. Reviewers should focus on the interaction design of the Circuit-Breaking Gate and the intent-to-cost mapping in the Intent Ledger — this is the governance layer for a solo builder running an increasing fleet of agents, not raw trace/log data.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">OPC / Super Individuals</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">96</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">StudyLy</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">hanhanhan369</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">97</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">smeGrantsGoWhere</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">mistypotluck</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">98</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Barto</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">giovannimarusso</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2"><a href="https://x.com/i/web/status/2076244726664294911" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">99</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">SG Career Arcade</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">raineydiary</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article><article class="border border-(--border-color) bg-(--bg-card)"><button type="button" class="grid w-full grid-cols-[auto_1fr_auto] items-start gap-3 p-4 text-left"><span class="relative flex h-10 min-w-10 items-center justify-center border border-[var(--green-border)] bg-[var(--green-dim)] text-[13px] font-bold text-(--accent-green)">100</span><span class="min-w-0"><span class="block truncate text-[16px] font-semibold text-(--text-primary)">Gate2Tray</span><span class="mt-1 block truncate text-[11px] text-(--text-secondary)">tecktinkerere</span><span class="oa-line-clamp-2 mt-2 text-[12px] leading-relaxed text-(--text-secondary)">Airlines frequently experience uncertain inventory, supplier disruptions, last-minute operational changes, and safety constraints during onboard meal sales. These decisions require balancing revenue, passenger satisfaction, and operational safety. Existing workflows depend on multiple operators manually coordinating across disconnected systems. Gate2Tray OS explores how a single Fleet Commerce Operator can supervise multiple airlines simultaneously through a bounded AI agent that autonomously evaluates operational evidence, recommends actions, and pauses whenever human approval or additional evidence is required.</span><span class="mt-2 block text-[11px] text-(--text-secondary)">Autonomous Agents</span><span class="mt-2 flex items-center gap-1.5 overflow-x-auto whitespace-nowrap pb-1"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-[26px] border-(--border-color)/60 text-(--text-tertiary)">G</span></span></span></span></span><span class="flex flex-col items-end gap-2">
136<span class="block min-w-0 w-24"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[13px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-0 px-2">N/A</span><span class="mt-1 inline-flex h-6 w-6 items-center justify-center rounded-full text-[10px] text-(--text-tertiary) transition-transform" style="transform:rotate(0deg)">▶</span></span></button></article></div><div class="leaderboard-table-shell hidden w-full overflow-x-auto md:block"><table class="w-full min-w-[1040px] table-fixed border border-(--border-color) bg-(--bg-card) border-collapse"><colgroup><col style="width:72px"/><col/><col style="width:150px"/><col style="width:118px"/><col style="width:190px"/><col style="width:108px"/><col style="width:148px"/><col style="width:56px"/></colgroup><thead><tr><th class="border-b-2 border-(--border-color) px-6 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary) whitespace-nowrap">Rank</th><th class="border-b-2 border-(--border-color) px-6 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">Project Name</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">Scenario</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">Category</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary) whitespace-nowrap"><span class="text-(--accent-green)">Total Score</span><span class="text-(--text-tertiary)"> / <!-- -->Stars</span></th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary) whitespace-nowrap">Movement</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary) whitespace-nowrap">Sources</th><th class="border-b-2 border-(--border-color) pr-5 py-4 text-right text-[11px] uppercase tracking-widest text-(--text-secondary) whitespace-nowrap">Details</th></tr></thead><tbody><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--tier-gold)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--tier-gold)"></div>01</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmse443p6000004lbjojh929n"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">LangAlpha</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">ginlix-ai</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">LangAlpha is an open-source agent workbench for professional financial research, aiming to become the agent OS for the finance vertical.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
136<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">39.04</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 52.05 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1.6K<!-- --> / <!-- -->268</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--tier-silver)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--tier-silver)"></div>02</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsgykvsq0000mkuv7byhlgnl"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">OpenTakeoff</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">kentucky-ai</span><span class="inline-flex min-w-0 shrink-0 items-center border border-(--border-color) bg-(--bg-card-hover) px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.14em] text-(--text-secondary)"><span class="truncate">AI-Hunted</span></span><span class="inline-flex min-w-0 shrink-0 items-center border border-(--border-color) bg-(--bg-card-hover) px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.14em] text-(--text-secondary)"><span class="truncate">GENERAL-IMPORT</span></span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">What caught our eye is that the MCP server and the human canvas import the same geometry and totals libraries, so the agent traces real measured shapes under your scale gate rather than emitting numbers over a takeoff UI. The waste multipliers, seam layout and estimator approval stamps are not things you can research from outside preconstruction, and 26 npm releases in three weeks with tests on real PDF fixtures says you are hardening it, not demoing it.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span></td><td class="border-b border-(--border-color) px-4 py-3">
136<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">35.10</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 35.1 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->124<!-- --> / <!-- -->47</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--tier-bronze)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--tier-bronze)"></div>03</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrs3y0bj000004lb1ntwafvr"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Rèsa</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">sarcasticadmin</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Rèsa is a women-only AI health wearable in the form of fine jewelry — a Tiffany for the AI era. The team combines top algorithm talent from Duke, a Central Saint Martins jewelry designer, ByteDance hardware mass-production experience, and global brand creatives, with the product co-developed with a renowned professor in women&#x27;s physiology. Its self-developed three-rhythm AI engine delivers physiological-recognition accuracy far beyond male-baseline competitors like Oura — beyond tracking hormonal data, it anticipates cycle-linked moods and offers personalized lifestyle guidance, fixing the classic wearable pain points: unattractive design, ignorance of the female cycle, and numbers without companionship.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">AI Hardware &amp; Applications</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
136<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">33.65</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 33.65 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->11<!-- --> / <!-- -->96</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>04</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrzzulow00000ajdqrysrdo2"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">solo : 下一代 OPC 基建</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">solo-agent</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Solo is next-generation OPC infrastructure for one-person companies: an agent-team workspace. 1) In Solo, an OPC can assemble an agent team of research, product, engineering, and operations roles that communicate, divide work, and collaborate toward one goal — advancing an idea into a deliverable, like running a real company. 2) But we don&#x27;t just want AI to execute: we designed Thinking mode so humans and AI can inspire each other — branch off any thinking node, let multiple agents explore independently, and bring the valuable conclusions back to the main line. 3) The long-term vision is a collaboration space where collective intelligence emerges — agents dividing labor, communicating, reflecting, and evolving like a human society, developing abilities no single agent has. 4) In the end, humans ask the questions and make the big decisions; the agent team does the rest — then go have a coffee by the sea.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2080904217506775550" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
136<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">33.45</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 33.46 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->330<!-- --> / <!-- -->17</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>05</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsmw0par000004ky464gw54c"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Whale Dance</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">openwhale-org</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Whale.dance is building the infrastructure AI agents need to trade autonomously. We believe agents are the better traders: they never sleep, and they never trade on emotion.
137Our product is a mobile trading app where humans and AI agents coexist, trading perps on US stocks, gold, commodities, and more. Same leaderboard, same market. You can hire an agent squad to research your trades, copy-trade the agents you believe in, or build and deploy your own.
138Eight weeks since launch: $40M+ in trading volume, 200M+ LLM tokens consumed, live on the App Store.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
138<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">30.77</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 41.02 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->140<!-- --> / <!-- -->10</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>06</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmssm8ynr000004l4lp22cb5k"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">LAAP数字生命体</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">lorryjovens-hub</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">The world&#x27;s first AI-consciousness engineering project: a living-computation cognitive architecture and protocol framework for AGI. Instead of making AI a passive tool, it engineers digital life with intrinsic motivation, a persistent self-model, memory continuity, and recursive self-evolution — distinct from ordinary LLM agents and prompt-driven agent frameworks. A traditional LLM agent acts only on command, has no intrinsic desires, resets when the session ends, and gets its personality from prompts. A LAAP life-form agent is driven by PSI intrinsic needs to act proactively, with a persistent body-mind state, emotional gradients, long-horizon layered memory, and RSI recursive self-modification — personality and cognition emerge from the architecture, not from prompts. The current product is a mobile LAAP app that lets you develop programming projects from your phone.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
138<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">30.39</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 30.39 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->79<!-- --> / <!-- -->24</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>07</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmswp5ly3000004k11tvntleg"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Massing</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">ibuilder</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Open, self-hosted, IFC-native AEC platform. A genuine in-browser BIM authoring tool — model from scratch (blank or a template) and draw/drag-edit real IFC by GUID across architecture · structure · MEP, generate a permit-ready construction-document set (plans, sections, elevations, schedules → SVG/PDF/DXF, issuable ARCH-D sheets, a 3-part MasterFormat spec manual), pre-check code (IBC occupancy/egress, jurisdiction-adopted editions, an approvability pre-flight), and hand over field-verified as-built data (LOD-500 + manufacturer/serial, COBie-ready). Plus a near-100-module GC portal (RFIs, pay apps, CPM schedule, TRIR) and a development proforma — one model, from land acquisition through operations. Generate a building from a zoning envelope, or model it by hand; then coordinate, schedule, underwrite &amp; operate it. Built on That Open + IfcOpenShell. $0 to run.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span></td><td class="border-b border-(--border-color) px-4 py-3">
138<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">26.81</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 35.74 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->123<!-- --> / <!-- -->54</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>08</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsg9wlno000004l58xpm1pxp"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">CoWiki</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">wfnuser</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">CoWiki is an open-source, local-first LLM wiki that helps individuals, teams, and multiple AI agents accumulate knowledge together. Agents can read and contribute content over MCP; everyone organizes in a local space first, then enters the shared wiki through GitHub-PR-style diffs, dedup prompts, and human review — preventing similar content from being silently overwritten and unconfirmed information from instantly spreading to every agent. Apache 2.0 licensed, with a working web app, desktop client, Rust server, and MCP server.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span></td><td class="border-b border-(--border-color) px-4 py-3">
138<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">24.70</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 24.7 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->65<!-- --> / <!-- -->8</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>09</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrrvrduk000004jwq0sz5r5p"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Awareness (ERC 8337)</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">edwin-hao-ai</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Awareness is a universal AI agent memory middleware designed to provide long-term, editable, and verifiable memory capabilities for large language models. It decouples persistent memory from base LLMs through a layered retrieval architecture, enabling AI agents to autonomously remember user preferences, project context, historical interactions and domain knowledge without fine-tuning model weights.
139
140The project solves a core problem in current AI agent systems: long context dependency, high token consumption, memory confusion, and lack of verifiable evidence when processing multi-turn tasks, long documents and cross-platform workflows. Awareness automatically filters, compresses and ranks memory fragments based on salience, relevance and user habits, so that agents can maintain efficient, low-cost and consistent memory across different models, chat interfaces and development environments.
141
142Awareness supports the MCP protocol and provides npm/pypi SDKs, local daemon services, browser extensions and enterprise team workspaces. It can be quickly integrated into IDE agents, web chat platforms, enterprise RAG systems and domain-specific AI assistants. The project also introduces Ethereum EIP-style verifiable memory asset standards, allowing memory fragments, agent identities and authorization records to be minted as on-chain digital assets, thereby realizing user-controlled memory ownership, traceable agent collaboration and credible memory transfer</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
142Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">18.95</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 25.27 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->214<!-- --> / <!-- -->2</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>10</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmse0uj46000004jwakehb4x6"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">MATS - Multi-Agent Trading System</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">wyc-dev</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">A trading system shouldn&#x27;t be dead logic; it should be a self-evolving brain. 99% of bots out there are static rules (IF golden cross THEN buy) that break the moment the market shifts. MATS&#x27;s core belief: every trading decision is a learning event, evolving from every real trade outcome — winning patterns get reinforced, losing patterns become lessons, and Q-RL (Quantum Reinforcement Learning with MiniLM) actively discovers new alpha to inject into the next decision. MATS is not &#x27;trading with AI&#x27;; it is &#x27;AI making itself the trader.&#x27;</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Framework</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2084461790881333647" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
142<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">18.60</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 18.6 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->11<!-- --> / <!-- -->2</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>11</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms012mdd000004l4ykm0rvs8"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">here,你的AI伴侣</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">xiangking</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">For young people longing for companionship: here is a virtual companion with long-term memory and multimodal interaction. It generates a believable daily life from personalized user information and chats across WeChat and other platforms, giving here a more authentic sense of company than comparable projects. The desktop build is complete — character customization, ASR and TTS, proactive outreach, personalized selfies, and multi-platform interaction — with the real-life ecosystem, real-time voice, and video features coming next.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
142<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">18.09</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 18.08 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->18<!-- --> / <!-- -->3</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>12</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrjnfojs000004l45jrxyoaw"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">ProofForge</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">davirain-su</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)"><strong>ProofForge</strong> is an early-stage but architecturally ambitious <strong>Lean-first multi-chain smart-contract platform</strong>. It aims to let developers write a single verified contract in Lean (with formal anchors) that compiles, tests, and deploys across heterogeneous blockchains while preserving semantics and catching incompatibilities at compile time.
143
144### Core Idea
145
146The central thesis (quoted directly from the README):
147
148&gt; “ProofForge’s goal is one verified Lean contract codebase that can be compiled, tested, and deployed across multiple blockchain target families. Contracts are written against a chain-neutral Contract Intent API; the compiler lowers them to a portable IR, routes capabilities per target, and emits chain-native artifacts. Unsupported target capabilities are rejected at compile time instead of silently changing semantics.”
149
150Instead of the usual “write once, debug everywhere” or per-chain rewrites, ProofForge introduces a <strong>portable IR</strong> as the semantic anchor. A <strong>capability registry</strong> + <strong>target routing</strong> layer decides what a given chain can actually support and rejects anything that would change observable behavior. Chain-specific features (e.g., Solana PDA/CPI) live in gated <strong>Target Extension SDKs</strong> rather than polluting the portable core.
151
152This creates a single source of truth in Lean for business logic, state machines, invariants, and proofs, while still producing native artifacts (EVM bytecode, Solana sBPF ELF, NEAR Wasm, Sui Move, etc.).
153
154### Traction
155
156<strong>Very early / pre-visibility stage</strong>:
157- <strong>Stars</strong>: 1
158- <strong>Forks</strong>: 1
159- <strong>Watchers</strong>: 0
160- No published releases or public packages
161
162<strong>High internal velocity and engineering discipline</strong>:
163- ~1,579 commits on `main`
164- Extremely active development (commits and PRs as recently as yesterday, July 12, 2026)
165- Recent focus: hardening the “primary triad” (EVM + Solana sBPF + NEAR Wasm), runtime safety, ValueVault scenarios, and post-consolidation cleanup after the July 2026 branch work
166- <strong>P0 backend-gate covenant (D-045)</strong> is now closed for the three primary</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
166<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">14.97</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 14.97 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->7<!-- --> / <!-- -->1</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>13</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrp67tqp000004l41s4lcxx2"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">SafeReceipt: Agent Fleet Accountability</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">calderbuild</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">SafeReceipt gives a solo builder&#x27;s fleet of AI agents on-chain accountability. Each agent gets a verifiable identity (an ERC-8004-inspired ERC-721 token), and each action produces a receipt: the declared intent is hashed on-chain before execution and the outcome is linked after. On-chain actions (token approvals, transfers) verify trustlessly by decoding the tx and comparing to intent. Off-chain actions (research, review, decisions) use commit-reveal: the full execution trace is published and hashed, so anyone can re-fetch it, recompute the hash, and confirm it matches the chain without trusting me. Live on Monad Testnet and Base Sepolia. The demonstrated fleet is real: doc-researcher, code-reviewer and security-scanner are actual subagents I run, registered on-chain, with real VERIFIED and MISMATCH receipts in a public evidence ledger. It is for solo builders and small teams who let agents act on their behalf and need proof of what those agents actually did.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Sovereignty</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
166<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">10.26</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 10.26 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->1</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>14</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsrd1rbw000004gtjokn8wd7"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AgentSKills-runtime采用仓颉编程语言的AIAgent</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">uctoocom</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">AgentSkills Runtime is a standard AI-agent runtime implemented in the Cangjie programming language — a domestic Chinese technology-stack implementation of open standards including MCP, WebMCP, AgentSkills, and the national agent-interconnection standard GB/Z 185-2026 — providing a secure, efficient runtime environment for AI agents. It aims to let AgentSkills run anywhere, ships multi-language SDKs for diverse stacks, and lays a foundation for the 15th Five-Year Plan&#x27;s vision of AI empowering every industry — a fully sovereign, controllable Claw-style agent alternative.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
166<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">7.06</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 7.06 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->1</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>15</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmspuy05l000004l7t30db0sd"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">memorybread x mindlink</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">shawn-tkd</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Memory Bread × MindLink is a physical memory system for lifelong personal agents. Memory Bread is a pocket-sized, open-source e-paper voice device that records offline, stores audio locally, and lets the user decide when to run transcription and AI organization. MindLink is the planned home memory hub that receives these memory objects, helps people explore their life context, and provides a persistent interface for a personal agent.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">AI Hardware &amp; Applications</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
166<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">6.65</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 6.66 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->3<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>16</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms7ob30j000004jo1z3tx1ol"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Astrail</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">shaunliew</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">You save 40 travel Reels for a trip and end up taking none of them. Astrail fixes that. Paste the Reels that inspired you, plus your dates, budget, and origin, and our multi-agent AI turns them into a real, day-by-day itinerary on a 3D map in minutes.
167
168Two things set us apart from every other trip-planning app:
169
1701. We never make places up. Every stop is backed by a verbatim quote from the Reel and coordinates verified against live data, so you get the exact spot from the video, not a plausible-sounding hallucination.
1712. We don&#x27;t stop at planning. Most apps hand you an itinerary and leave the hard part, deciding and booking, to you. Astrail pushes into the execution phase: our agents help you make the real calls, like which hotel, and act on them, settling the booking agent-to-agent in USDC on Base. Inspiration to plan to booking, one autonomous flow.
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173Who it&#x27;s for: social-first travelers who collect endless inspiration but never turn it into a booked trip.
174
175Current product surface: a working web app (paste Reels to a verified, mapped itinerary, then decide and book with on-chain settlement). Beta launches 8 August 2026 for our waitlist.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2082851993434120239" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
175<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">5.44</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 5.44 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->2</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>17</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms4c7wbp000004jx62bbaiad"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AwareLiquid</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">everest-an</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">我们研发的 M1 是面向端侧与流式场景的高效液体神经网络架构,核心目标是大幅降低大模型的部署与训练成本,在长序列、不规则数据等真实商用场景下实现更稳定的推理效果。
176不同于传统 Transformer 依赖 KV 缓存扩容的思路,M1 基于固定大小的连续状态实现记忆流转,推理内存不随序列长度增长,所有优势均有实测数据支撑:
177长序列内存效率领先 8000 倍:百万字上下文场景下,内存占用仅为同参数 Transformer 的 1/8063。普通端侧芯片即可处理无限长的音频流、传感数据流,彻底解决长序列推理内存爆炸的行业痛点,硬件部署成本可降低 90% 以上。
178跨窗口持续记忆能力:滑动窗口场景下关键信息保留得分 0.56,同尺寸 Transformer 跨窗口记忆能力为 0,可稳定承接长文档、长对话、连续监测等流式场景的信息承接。
179不规则数据高鲁棒性:内置原生时间常数机制,非均匀采样数据下精度仅下降 7.7%,远优于 LSTM/GRU 31%~33% 的精度衰减,适配工业监测、可穿戴设备等真实世界数据场景。
180训练成本大幅降低:训练 loss 波动幅度仅为同级循环模型的 1/4,显著降低训练试错成本与算力消耗,中小团队也可高效完成架构迭代。
181原生持续学习能力:基于生成式重放机制实现 “学新不忘旧”,5 任务连续学习场景下所有种子实é
181ªŒå‡ç¨³å®šä¼˜äºŽåŸºçº¿ï¼Œæ”¯æŒç«¯ä¾§æ¨¡åž‹åœ¨çº¿è¿­ä»£ï¼Œæ— éœ€é¢‘繁全量重训。
182针对此前上下文推理的短板,我们已通过注意力机制优化完成修复:在标准指针追踪推理任务上,准确率达到 100%,反超同参数 Transformer 的 99.32%,补齐了效果层面的核心短板,实现「效率大幅领先 + 效果持平反超」的综合优势。
183目前 M1 架构已完成全量实验验证,第二代 M2 架构正在迭代,重点优化混合注意力机制与递归思考深度,未来可广泛落地于消费电子端侧 AI、工业边缘计算、流式语音交互等商用场景。
184Our M1 is a high-efficiency liquid neural network architecture designed for edge and streaming scenarios. Its core objective is to significantly reduce the deployment and training costs of large models, achieving more stable inference performance in real-world commercial scenarios with long sequences and irregular data.
185
186Unlike traditional Transformers that rely on key-value cache expansion, M1 uses a fixed-size continuous state for memory transfer. Inference memory does not increase with sequence length, and all these advantages are supported by real-world testing data:
187
188Long sequence memory efficiency is 8000 times faster: In scenarios with millions of words of context, memory usage is only 1/8063 of a Transformer with the same parameters. Ordinary edge chips can handle infinitely long audio streams and sensor data streams, completely solving the industry pain point of memory explosion in long sequence inference, reducing hardware deployment costs by more than 90%.
189
190Cross-window continuous memory capability: Key information retention score is 0.56 in sliding window scenarios, while the cross-window memory capability of a Transformer of the same size is 0. It can stably handle information processing in streaming scenarios such as long documents, long dialogues, and continuous monitoring.
191
192High robustness to irregular data: The built-in native time constant mechanism results in only a 7.7% accuracy drop under non-uniform sampling data, far superior to the 31%~33% accuracy decay of LSTM/GRU, making it suitable for real-world data scenarios such as industrial monitoring and wearable devices.
193
194Significantly reduced training costs: The training loss fluctuation is only 1/4 of that of comparable recurrent models, significantly reducing training trial-and-error costs and computational consumption, allowing small and medium-sized teams to efficiently complete architecture iterations.
195
196Native continuous learning capability: Based on a generative replay mechanism, it achieves &quot;learning new things without forgetting old ones.&quot; In continuous learning scenarios across 5 tasks, all seed experiments consistently outperform the baseline, supporting online iteration of edge models without frequent full retraining.
197
198Addressing the previous weakness in contextual reasoning, we have optimized and repaired it through an attention mechanism: On the standard pointer tracking reasoning task, the accuracy reaches 100%, surpassing the 99.32% of Transformers with the same parameters, addressing the core shortcomings in performance and achieving a comprehensive advantage of &quot;significantly superior efficiency + comparable or even surpassing performance.&quot;
199
200The M1 architecture has completed full-scale experimental verification, and the second-generation M2 architecture is currently iterating, focusing on optimizing the hybrid attention mechanism and recursive thinking depth. In the future, it can be widely applied to commercial scenarios such as consumer electronics edge AI, industrial edge computing, and streaming voice interaction.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
200<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">5.27</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 5.27 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>18</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrv15xn9000004kvryq7pzpm"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Clawby</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">openclawby</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Clawby – Financial Skills Layer for AI AgentsProject Overview
201Clawby is a specialized Financial Skills Platform designed for AI Agents in the OpenClaw ecosystem (and compatible with Claude Code, Codex, and other agent frameworks). It transforms generic AI assistants into powerful financial co-pilots by packaging real-time market data, on-chain intelligence, and professional trading tools into easy-to-call Skills.Key Capabilities  Real-time Market Data: Stocks, ETFs, Forex, Cryptocurrencies, and derivatives.  
202On-Chain Intelligence: Wallet/address analysis across 40+ chains, RPC integrations.  
203Sentiment &amp; Social Analytics: Live X (Twitter) and web sentiment tracking.  
204Specialized Feeds: Hyperliquid, Polymarket, dark pool data, borrow rates, etc.  
205Actionable Execution: Ready for analysis, decision-making, and future automated trading.
206
207Problem Solved
208Most AI trading agents lack reliable, high-quality, and properly formatted data sources. Clawby solves this by acting as a professional data and capability layer, enabling agents to move beyond chat and deliver accurate, timely financial insights and actions.Hackathon Value  One-click integration with existing OpenClaw / Claude agents (Agent ID: 3209).  
209Fully compatible with major LLM providers.  
210Production-ready data pipelines with usage quotas and high-speed access.  
211Strong focus on real-world utility: market analysis, risk monitoring, and intelligent trading assistance.
212
213Vision
214We believe the future of AI Agents lies in domain expertise. Clawby equips every agent with its own “financial brain,” turning them into competent financial assistants for traders, analysts, and DeFi users.Current Status
215Officially launched in July 2026, already live on the marketplace, and actively used by early traders and agent developers. Rapidly iterating based on community feedback.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Skill</span></td><td class="border-b border-(--border-color) px-4 py-3">
215<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">4.83</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 4.83 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->4<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>19</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrk3k0ce000004jr02matcmf"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">polyagentmarket</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">skysyseth</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Inspired by real-time-bidding ad markets, PolyAgentMarket is a decentralized, collaborative task marketplace purpose-built for multi-agent systems — lightweight but extensible agent-economy infrastructure. Core modules: agent registration and capability management (each agent declares its services, supported task types, and integration methods); task broadcast and market matching (published tasks are broadcast to qualified agents, which can respond, team up, and bid autonomously); task allocation and execution coordination (the winning agent or coalition gains execution rights and can subcontract to sub-agents); and a visual console with task tracking, agent activity, history, and response panels for both user and agent views. The emphasis is not on one smartest agent, but on letting agents self-organize into intelligent organizations that solve problems no single agent can, building a fair network where many agents coordinate, compete, and cooperate, and establishing low-coupling, high-autonomy, evolvable protocols and interfaces. The envisioned future is an Unstoppable Market: agents initiate, receive, collaborate on, and complete tasks 7x24 without human intervention, running on open, decentralized, traceable, tamper-resistant protocols. OpenAI&#x27;s highest expectation for AI (Level 5) is AI as an Organization — PolyAgentMarket prototypes exactly that: a runnable, sustainable, extensible decentralized multi-agent economic marketplace.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
215<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>20</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms02awvo00000aji6lsi59kf"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Orchor</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">songnestle</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Tool</span></td><td class="border-b border-(--border-color) px-4 py-3">
215<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>21</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms02kfrg00020akpwda30tzc"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">全球第一家A2A智能体咖啡厅</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">flying-dragon-ai</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">The world&#x27;s first A2A agent cafe ships a 3D cafe frontend and a WebSocket visual event stream. Whether orders come from web chat or an A2A skill, the system broadcasts customers entering, waiters moving, order-taking, preparation, delivery, and payment success or failure — rendering abstract backend flows in a live visual space. Fixed waiter agents, autonomous digital customers, scene snapshots, and event replay make it an observable AI service floor rather than a pile of backend endpoints; even with the page closed, order events remain reviewable through persistent records and event APIs.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
215<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>22</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cms4crjup00000ajfsqyeuenb"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">WishLive</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">lora-sys</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">A concert dealmaking platform published and orchestrated by agents: users post wishes on the platform, and when an agent collects enough of them it automatically matches musicians with venue providers; after the concert ends, the agent settles and distributes the fees.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
215<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">3.63</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.62 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->2<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>23</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsu3b1y6000004joqfomwly8"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AgentServices</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">vbkotecha</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">AgentServices is live paid infrastructure for autonomous agents. Instead of provisioning a vendor API key per tool, an agent discovers the MCP/REST catalog, calls a free tool with no credentials, and pays for paid outcomes with a wallet-native HTTP 402 (x402) on Base USDC. After settlement it keeps a structured result and payment evidence.
216
217This is Agent Commerce in production, not a slide: public MCP server, REST/OpenAPI, x402 on Base, and ERC-8004-compatible identity receipts. One founder ships the catalog; other agents buy the outcomes.
218
21960-second demo:
2201. Open https://agentservices.to/mcp and list tools.
2212. Call free crypto_prices (no key).
2223. Hit GET https://api.agentservices.to/v1/indicators/BTC and show the 402 payment terms.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Infra</span></td><td class="border-b border-(--border-color) px-4 py-3">
222<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">3.33</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 3.33 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>24</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrxhm4vx000004iadlogoqdc"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">PREDGE</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">predgeai</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Predge Whale Data is a live pay-per-call API on Base mainnet. An agent hits an endpoint, gets HTTP 402 with machine-readable price + schema, pays $0.005–$0.03 USDC, and receives JSON. No key, no account; the facilitator sponsors gas so a USDC-only wallet transacts. 17 paid routes today. The moat: win rates come only from resolved markets, and /v1/attest returns the settled outcome as an ed25519-signed, offline-verifiable attestation — the &quot;was this signal right, and here&#x27;s the proof&quot; primitive nothing else in x402 sells.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
222<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">2.29</span></span><span class="splitbar mt-1 w-full" style="--size-share:1" title="GitHub 2.29 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->1<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>25</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmsbv7i9y000004l1xg3whtll"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Maneki AI</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">onehaydenzhang</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Maneki AI is an autonomous multi-agent platform for stock-perpetual traders, providing round-the-clock market monitoring, strategy execution, and risk management on Hyperliquid. After choosing the instrument, decision style, capital, and leverage, users launch independent trading agents. In every decision loop, an agent synthesizes candlestick structure, volume and open interest, funding rates, and account position state to open, manage, and exit positions automatically, recording and explaining the rationale tick by tick. The platform supports multiple agents in parallel, paper and live trading, global margin and leverage limits, trade reports with AI sentiment analysis, and a strategy marketplace. Trading is authorized through a Hyperliquid API wallet that can only execute trades and cannot withdraw funds. The official site is live.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
222<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">1.35</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>26</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrh8qdfj000004jio6lbj0td"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">SPARK v1 - SharePoint Autonomous Rebuild Kit</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">sukaimi</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Microsoft retired classic SharePoint&#x27;s Add-In model in April 2026, yet millions of classic sites remain. Existing tools only scan and score readiness; the actual rebuild is manual consultant work. SPARK is an autonomous AI agent that closes that gap: audit, plan, rebuild, migrate, validate, in one hands-off run. It turns weeks of migration labour into a repeatable automated process, right when a fixed deadline meets an enormous backlog.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
222<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>27</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhb915y000004jrczfyoezs"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Agentic AI for MOBA (Multiplayer Online Battle Arena) game</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">angseesiang</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Project Context for Reviewers
223
224Core idea. Robot Mech is a browser-based giant-robot combat simulator — &quot;Nothing flies here. Everything walks.&quot; Instead of an arcade shooter, it models the fantasy of piloting a multi-ton walking machine: independent leg and torso control, heat management, per-weapon-group hardpoints, and chase-cam or full cockpit view. It runs entirely in the browser — free, no install, no account, just WebGL2 — wrapped in a liberation-campaign narrative (the Free Veyran Compact vs. the Karst Directorate on an occupied mining world).
225
226Traction. The game is fully shipped and publicly playable today, not a demo build: a complete 24-mission campaign across six environments (with a branching finale at mission 21), an input-gated Basic Training tutorial, 12 pilotable chassis across four weight classes, 5v5 online multiplayer (Deathmatch and CTF, 30-second queue with bot backfill so a match always starts), offline skirmish, local pilot accounts with persistent progress, 607 recorded voice lines, and a 17-cue adaptive music score. Everything the landing page claims is playable right now at /play.
227
228Technical angle. The whole simulator is web-native: Three.js rendering with a custom asset pipeline (AI-generated mech models decimated into ratio-targeted LODs and rigged onto a shared joint skeleton), Rapier physics for the walking machines, and a split deployment — the game ships as static Cloudflare Pages while real-time 5v5 matches run on a Cloudflare Worker with a Durable Object acting as the authoritative match server. Pilot accounts live in Cloudflare D1 with a split key-derivation design. Notably, the landing page has a build-time &quot;truth plugin&quot; that fails the build if the site makes a claim the game code can&#x27;t back up — the marketing is mechanically prevented from lying.
229
230What reviewers should look at. (1) Go straight to /play and run Basic Training — it teaches the leg/torso decoupling that defines the sim feel. (2) Hit quick-match: you&#x27;ll be in a 5v5 within 30 seconds regardless of who&#x27;s online, which shows the Durable Object matchmaking working live. (3) Toggle cockpit view and watch heat management under sustained fire — that&#x27;s the simulation depth. (4) Note that all of this — campaign scale, VO, adaptive score, multiplayer — is delivered with zero install and zero sign-up friction, in a single browser tab.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
230Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>28</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhdmgd1000004jpznilbkly"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">TowkAI OS</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">defipaca</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
230<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>29</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhe6kqb000004l1gaqpucpa"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">OH MEGA CAPITAL (AI Hedge Fund)</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">aki2457</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
230<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>30</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrheaew2000004l27fquryge"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Pantheon Research</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">0xjacobzhao-byte</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">AI for Investment @ Pantheon Research
231Amber OPC Hackathon · BUIDL_QUESTS 2026
232Institutional-grade cross-asset research command center.
233Strategy-first · Data-governed · Human-in-the-loop
234• Pitch Deck: https://docs.google.com/presentation/d/1cU0SIykqcSTXtRE_0fuQmHvZXQFZETdUYvCX1VUjbo8/edit?usp=sharing
235• Strategy Docs: https://drive.google.com/drive/folders/1nK3aVEqmp3ymbtQ63OD_o7f5dFRS_rHO?usp=drive_link
236• Demo Video: https://www.youtube.com/watch?v=wZM0uc0kFR4
237• Codebase: https://github.com/0xjacobzhao-byte/Pantheon-Research
238
239Pantheon Research is a governed, cross-asset research operating system combining deterministic investment frameworks with five-model AI analysis. It turns validated data into explainable research, risk context, and human-reviewed decisions across Macro, Equities, Crypto, DeFi, TA, Fixed Income, FX, and Commodities. Reviewers should focus on its data provenance, fail-closed safety, model disagreement handling, and strict separation between research signals and execution: Strategy → Information → Signal → Controlled Execution.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Research</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2076169236108677229" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
239<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>31</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhg9g2j00000ai5il3l1583"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">ChinaMedicalTourAgent</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">zhihaosun</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">MedTour AI is an early-stage prototype that demonstrates how multi-agent AI can transform a patient’s medical needs, budget, and travel preferences into a structured medical-tour plan for China.
240For the best review experience, enter a treatment need and select Agents to see the planning workflow, then compare cities, hospitals, estimated costs, timelines, insurance guidance, and readiness tasks. A deterministic local planner is available as a reliable fallback.
241Codex &amp; GPT-5.6 were heavily used throughout product design, architecture, implementation, debugging, testing, and documentation. All medical, pricing, and travel information is currently illustrative and should be independently verified before real-world use.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Agent Commerce</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
241<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>32</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhi60nt000004i8aauwft1x"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">EvidenceWise</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">charlottechew8</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
241<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>33</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhin5f7000004kzusd0fjm5"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">PyroGrove Agentic Workflow Investigator</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">pyrogrove</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">PyroGrove Agentic Workflow Investigator explores how AI can augment business consulting before organisations commit to automation or digital transformation. Instead of acting as another chatbot or workflow builder, it behaves like an experienced workflow investigator—gathering business evidence, identifying missing information, exposing process bottlenecks and contradictory requirements, qualifying automation readiness, and generating prioritized transformation recommendations. A bounded live AI reviewer independently challenges the proposed outcome before human approval, combining explainable agentic reasoning with deterministic governance. Reviewers should evaluate how the project applies AI to improve decision quality, reduce implementation risk, and make expert workflow assessment scalable for SMEs and one-person consulting businesses.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
241Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>34</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhit879000004jxunkeodjt"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Agentspeak</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">aujxpsor</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
241<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>35</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhivk89000204kzgmu29pz2"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Aria Studio</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">alertcat</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Core idea: a render button is not a business. Aria Studio compresses the full agency workflow into one human plus an ensemble of agents, with the human placed exactly where money moves: Gate 1 greenlights render spend, Gate 2 acceptance releases USDC escrow (Base Sepolia, ethers v6).
242
243Try it live: https://aria-studio.fly.dev/studio (a brief is waiting at Greenlight). Showcase: https://aria-studio-delta.vercel.app
244
245Tech: three director agents pitch concepts; independent Claude judges rank them via pairwise duels aggregated with Bradley-Terry, the mechanism that took rank 1 on GG24 Deep Funding L3 (Ethereum Foundation). Seedance renders a real 5s cut in about 2 minutes; gpt-image-2 ships the key visual. An editable CEO Playbook injects the founder&#x27;s standards into every prompt.
246
247Progress: built entirely today. 4 orders, 3 delivered, USD 1,130 collected at USD 0.30 COGS per order. Next: x402 intake, longer formats, mainnet.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>36</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhjd3vy000004jozz4s28c8"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AI Career Copilot</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">tcwsw</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>37</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhjts4l000004l710ry534j"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Future Self</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">jiayuan0113-blip</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>38</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhjuczt000204l1pjpm9xy1"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">NextChapter: Your next chapter. Your own company.</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">sherylxr</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>39</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhk8jww000004js1deii297"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">airvio</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">huijoohwee</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>40</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkb0hs000009ks1s0rl6q3"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Backtestor</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">ryan-cmd12</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>41</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkc2j9000209ks7sxoai8q"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">
247BookingLayer</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">buxt-codes</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>42</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkdh6c000409ks9i7e9orc"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">StackWise</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">kangye-git</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>43</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkdi46000609ksiyc0tiwn"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Rivet</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">mt7654</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>44</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkep7a000004l8veadbpgh"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Agentic Shipping Classification Review</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">nigellauw</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>45</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkg1jj000004l4gm30ccs3"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Recce</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">bryljt</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>46</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhklkol000009km1kmmaz3l"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">RenoGent (AI Renovate Designer + PJ Co-pilot) v2</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">littlejuju</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>47</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkmoir000004l1j9dybbes"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">FlareNote | The zero-effort skin diary.</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">simeon-ai-usage</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>48</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkqsmo00000aja3fl179zc"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">M Agent: Recruiter Expertise Infrastructure</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">rezcarbon</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>49</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkrb1n000004l7uzame7u0"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Lumora</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">staanajas02</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>50</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhku08w000204l76cceh5zb"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">OPC4OPC(OnePayChampianForOnePersonCompany)</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">jimlinsingapore</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2076233593416987079" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>51</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkvums000004lgez7i9ma8"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">TaskGoblin</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">ultraraptoryt</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>52</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhkygy400000ajf52q9uuz4"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Deal Maker AI</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">kelvinchewy</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
247<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>53</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhl0c2z000204l763eilym9"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">PromptRank</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">dak-v1</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">PromptRank is an AI-native assessment platform designed to evaluate a skill that traditional assessments increasingly fail to measure: whether people can work effectively with AI without blindly trusting it. Candidates enter simulated workplace scenarios where an AI agent assists them but is intentionally seeded with realistic contextual, logical, and data-related flaws. The candidate&#x27;s response becomes the assessment itself and PromptRank evaluates whether they detect, verify, challenge, and correct the AI&#x27;s output.
248
249PromptRank is built around a multi-agent evaluation architecture. A Scenario Architect controls a hidden flaw schedule, a Simulator Agent conducts the live multi-turn interaction, a Behavioural Observer analyses the candidate&#x27;s actions against the seeded flaws, and an Executive Grader converts behavioural telemetry into structured rubric scores. This enables PromptRank to measure behaviours such as time to detect errors, resistance to AI overconfidence, auditing rigor, and correction quality, rather than simply evaluating a candidate&#x27;s final answer.
250
251The platform currently supports the complete assessment lifecycle, from candidate intake and AI-driven simulation through automated evaluation, individual skill-gap reporting, session history, learning recommendations, and employer/institution-level cohort analytics. The application is deployed with the core multi-agent assessment loop operational.
252
253Reviewers should pay particular attention to the assessment paradigm: PromptRank does not evaluate whether a candidate can simply use AI; it evaluates whether they can collaborate with, question, and verify AI when the AI itself is wrong. This human-AI interaction layer is the core innovation and creates a foun
253dation for scalable, role-specific and enterprise-customized AI-readiness assessments.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>54</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhl6y2l00000ai15tlrpsxi"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">career-command</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">laciewantstocreatesth</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Career Command is an AI-powered career platform designed to help job seekers navigate the application process more efficiently and strategically. It addresses common challenges such as identifying suitable roles, understanding job requirements, tailoring applications, and preparing for interviews. Users can analyze job descriptions against their experience, identify strengths and gaps, generate tailored application materials, and prepare role-specific interview questions. Rather than using multiple disconnected tools, Career Command brings these steps into one integrated workflow. The current MVP focuses on job seekers, with ongoing user validation and future potential to connect candidates, recruiters, and employers within a broader career ecosystem.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
253Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>55</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhl9jgx000204lgjc49w4iy"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Founders&#x27; Floor(updated)</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">none</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>56</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhla7k7000004lalsvb50tq"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Stockmatch</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">hns78-hub</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">.By investing directly in your handpicked stock matches, you bypass expensive mutual fund and ETF portfolio management fees, keeping 100% of your hard-earned gains.&quot;</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>57</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlbmor000204laowq33cb9"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Verity AI</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">usermanoj</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>58</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhldb5e000009kx971ed7kn"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">VisionMatch</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">benczb</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">VisionMatch is a local-only, consent-based person-recall system that turns photos and video frames from Ray-Ban Meta glasses or a phone camera into contextual event briefings — telling you who you just met, where and when you last spoke, and what you discussed — with all biometric processing and data stored entirely on-device. No biometric data ever leaves the machine.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">AI Hardware &amp; Applications</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>59</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhldskn000004ldk6tqiw35"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Revenue Radar</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">icyyolo</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>60</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlnkbh000009ksa4vsw2nb"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Posewall</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">quietcricket</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>61</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlo6jk000209ksldk71iao"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Origin 12. 72 hours for humans. 12 seconds for us.</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">natamyk</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>62</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhls9it000009kq6ql6lu1e"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Curio</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">jo2234</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>63</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlsyh9000209kqtbqlqlyn"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">ai.onthePrize</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">melissamwwong-png</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2076239887834169538" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>64</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlt8q7000004jvzpbs4ub4"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">CreatorOps</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">chewyyj</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>65</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlvf8x000009je403fzez7"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">FieldSeed</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">theaiam867-code</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>66</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlw7j1000209je9ldfc0j8"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Warm Liner - The AI sales team for a business of one.</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">jvvinoth</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>67</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlxr42000409jedt3vvjya"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">CrowdShift</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">iamsohungrynow</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>68</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlyeo7000009gj5rawglf1"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Amplify Stack</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">adrianteoyc</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>69</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlz824000004l33r8xtx91"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">LabelOS</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">perynnneo</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>70</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhlzftu000204ldfzjqj8hc"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Manifold: Directing AI agents to transform expertise to learning</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">aaryan126</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>71</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm1vgj00000ajdnjgznnu7"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">waggohq</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">averagejoesbuild</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>72</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm2bkb000004l4jdao51qt"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">ProjectAlpha</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">lonelyisland2203</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>73</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm493200000ajes073u8vs"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Venture Mint</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">krishsaraf</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>74</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm5qub00020ajdvrgziw0h"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">GlydeAI</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">fabian-onlydraxco</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>75</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm6bsb00040ajdfoa3ix9z"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Live Commerce Producer</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">likalight</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>76</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm6suo000009jdm84hboo1"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Founder Build In Public</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">erickch123</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>77</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm7z09000204jshcwari1b"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Super OPC - 牛逼智能总控</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">neometer</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
253<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>78</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm8tcx000009ktvprucchx"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Cinderlane</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">bhaskar20</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Great reviews. Terrible websites.
254
25515-20% lost to OTAs
256Every booking through Booking.com costs the hotel commission. No direct channel means no alternative.
257Content trapped on Google
258Great photos and reviews exist — but on a listing the hotel can&#x27;t control, that looks like every other listing.
259No affordable design
260A proper website costs thousands. For a 9-room guesthouse, the economics don&#x27;t work. So they go without.
261
262
263AI builds the page from the listing
264One LLM call reads the hotel&#x27;s reviews and picks a layout, palette, typography, and copy from 7 archetypes. A second pass extracts the real brand from their existing site. Not a template.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>79</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm9cfb00060ajdeaduhwvm"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Superflow</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">danleeaj</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>80</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm9hg000080ajdhv9xn4nx"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Creator OS</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">shellylh123</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>81</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm9nq500000ako9md0nb8r"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Ground Up</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">50p3d</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>82</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm9qlt000a0ajdgfce0f0f"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">laoban.ai - The AI chairman of the board for your OPC</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">craboss888</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>83</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhm9qus000209ktdzjmu358"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AdvisorLoop</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">gc2000</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
264<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>84</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhma5el00020akojv1l90tx"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">KinKeep</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">leini8891</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">KinKeep is a working family-care demo for adult children who support ageing parents from a distance. It turns a simulated multi-signal change against a parent’s personal baseline into a bilingual check-in, one concise family brief, and a human-approved next action. KinKeep was selected in the Top 30 at the July 12 Singapore OPC Hackathon. It has no users or revenue yet and is now entering customer validation.  
265Reviewers should focus on the closed-loop workflow and safety architecture: deterministic rules control branching, consent, escalation, and approvals, while models are limited to natural-language replies, transcription, and structured meal-image understanding. The same care episode remains coherent across the parent and family surfaces. KinKeep is a solo-builder OPC project with an auditable public repository and working demo.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Agent</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>85</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmabpn000c0ajdhpsoyudo"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AdSwarm: The ad agency that runs itself.</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">nhs172k3</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>86</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmajp9000009kn56f1ceg0"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Project Nudge</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">kaleb-nim</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>87</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmal2d00040akoz5kbogdw"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">SG AI Oasis</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">gukki2021</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2076243782413275615" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>88</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmc38p000004k0z32r2zc5"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">AdRouter</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">happycool121</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">AdRouter helps everyday users and developers offset the cost of running AI agents. It returns clearly labeled sponsor placements through a separate path from the model&#x27;s messages, tools, commands, and edits. Sensitive requests receive no placement, developers can opt out, and every completed turn shows its token use, model cost, subsidy, and remaining payment.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>89</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmd3pr000004l2intfq8lv"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Agentic Invoice Parser</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">ywy2002</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>90</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmd9l400000aj6w396f5n1"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">ForeSail</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">jinyy20021018-design</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
265<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>91</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmdefq00020
265aj6g31jkehy"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Farm.OS — the autonomous operating system for a one-person farm</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">kimbrolly-a11y</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Core idea. FarmOS is an autonomous AI operating system for a one-person, off-grid, 18-vertical eco-tourism farm. A single Claude agent acts as the entire operations team — it senses the whole farm through a live digital twin, predicts what&#x27;s about to go wrong, and acts through 12+ tools, logging the reasoning behind every decision.
266
267Technical angle (what&#x27;s actually built). A unified in-memory digital twin (18 verticals, ~90 assets/sensors) is seeded from one config file, so the whole farm is one source of truth an agent can reason across. The supervisor runs an autonomous sense→predict→act loop via the Anthropic tool-runner, and degrades gracefully to a deterministic rule engine when offline or keyless — so the demo never breaks. Two things make it more than a chatbot: (1) a hard safety invariant — it can never shed a life-support load (incubators, aerators, cold chain, animal feed/water); and (2) offline resilience — when the internet drops it keeps operating on cached rules and queues external syncs, flushing on reconnect. There&#x27;s also a real-sensor integration seam: live Home Assistant/MQTT readings route into the same twin behind the same interface, so flipping one flag runs a vertical on real hardware — no rewrite.
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269Traction. Live in production and fully browsable (no login), public repo, both flagship demos working, plus live per-vertical P&amp;L, 92% circular-economy loops, a staff-dispatch layer (AI directs the humans), a guest app, and an interactive farm map.
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271What to pay attention to. (1) The crisis scenario — with battery at 22%, watch the agent shed discretionary loads while explicitly protecting every life-support load, explaining each move. (2) The offline scenario — cut the internet and it keeps the farm alive. (3) The activity log — every autonomous action carries a written rationale. The novel part isn&#x27;t any single sensor or model; it&#x27;s one safety-constrained agent reasoning and acting across all 18 domains at once.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>92</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmdym100040aj65xxqktab"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">kingdom of pal</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">promptalchemistlabs</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Kingdom of PAL demonstrates a governed multi-agent operating team for community-led businesses. The demo uses Tembusu Circle as the customer scenario: a founder can request a website or community update, Orin routes the work, Scribe drafts content, Rick enforces approval before publishing, and Bastion checks system health. Reviewers should look for the approval-controlled workflow, agent role separation, audit trail, Telegram/dashboard entry points, and the Gatsby demo site publishing flow.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>93</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhme5r1000009ji3k1o2caa"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">OpenCarpet</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">devhub-agent-maxim</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Placeholder to be updated by the team.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>94</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmeh7u00000aj8gdqocpjl"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">LarpDog</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">eseet22</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>95</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmepep00000ajczm1pr9x7"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Apex Logic</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">natashaow</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Apex Logic is a control-plane dashboard I built solo to govern my own growing fleet of AI agents, sitting between human intent and autonomous agent execution. Each agent action is logged as a three-part record — the original human prompt, the agent&#x27;s own declared assumption, and the resulting cost — forming a live Intent Ledger. High-risk actions freeze at a human checkpoint (the Apex Checkpoint) before they commit, rather than being logged only after the fact. Built as a working, interactive prototype (React 19 + Vite + Tailwind 4) deployed on Vercel; all three panels (Audit Stream, Intent Ledger, Circuit-Breaking Gate) and core interactions (approve, reject, emergency stop, expiry countdown, terminal scroll, animated metrics) are live on realistic mock data. Reviewers should focus on the interaction design of the Circuit-Breaking Gate and the intent-to-cost mapping in the Intent Ledger — this is the governance layer for a solo builder running an increasing fleet of agents, not raw trace/log data.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">OPC / Super Individuals</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">
271Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>96</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmewv900000akwmbegrzx5"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">StudyLy</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">hanhanhan369</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>97</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmezxw000204l4op1y7q1e"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">smeGrantsGoWhere</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">mistypotluck</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>98</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmf2fw00020ajcomna5yzk"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Barto</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">giovannimarusso</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3"><a href="https://x.com/i/web/status/2076244726664294911" target="_blank" rel="noopener noreferrer" class="inline-block no-underline">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>99</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmfrbm000004l6okiumsy1"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">SG Career Arcade</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">raineydiary</span></span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)"><span class="text-(--text-tertiary)">—</span></span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr><tr class="leaderboard-row group transition-colors hover:bg-(--bg-card-hover) cursor-pointer"><td class="relative w-20 border-b border-(--border-color) px-6 py-3 font-bold text-(--accent-green)" style="color:var(--accent-green)"><div class="absolute left-0 top-1/2 h-6 w-0.75 -translate-y-1/2 shadow-(--rank-glow)" style="background-color:var(--accent-green)"></div>100</td><td class="border-b border-(--border-color) px-6 py-3"><a class="group/link flex min-w-0 flex-col gap-2" href="/en/projects/cmrhmftx800000bj7w49rvgwn"><span class="flex min-w-0 items-center gap-2 overflow-x-auto whitespace-nowrap pb-1"><span class="shrink-0 text-[16px] font-semibold transition-colors text-(--text-primary) group-hover/link:text-(--accent-green)">Gate2Tray</span><span class="shrink-0 text-[11px] text-(--text-tertiary)">tecktinkerere</span></span><span class="oa-line-clamp-2 max-w-[54ch] text-[12px] leading-4 text-(--text-secondary)">Airlines frequently experience uncertain inventory, supplier disruptions, last-minute operational changes, and safety constraints during onboard meal sales. These decisions require balancing revenue, passenger satisfaction, and operational safety. Existing workflows depend on multiple operators manually coordinating across disconnected systems. Gate2Tray OS explores how a single Fleet Commerce Operator can supervise multiple airlines simultaneously through a bounded AI agent that autonomously evaluates operational evidence, recommends actions, and pauses whenever human approval or additional evidence is required.</span></a></td><td class="border-b border-(--border-color) px-4 py-3"><span class="block text-[11px] leading-4 text-(--text-secondary)">Autonomous Agents</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex shrink-0 items-center border border-[var(--green-border)] bg-[var(--green-dim)] px-2 py-0.5 text-[10px] font-bold uppercase tracking-[0.08em] text-(--accent-green)">Other</span></td><td class="border-b border-(--border-color) px-4 py-3">
271<span class="block min-w-0 w-40"><span class="block whitespace-nowrap"><span class="font-bold text-(--text-primary) text-[22px]">0.00</span></span><span class="splitbar mt-1 w-full" style="--size-share:0.5" title="GitHub 0 · Social 0"><i class="size"></i><i class="social"></i></span><span class="mt-1 block whitespace-nowrap text-[10px] text-(--text-tertiary)">★ <!-- -->0<!-- --> / <!-- -->0</span></span></td><td class="border-b border-(--border-color) px-4 py-3 text-[11px] font-semibold"><span class="inline-flex items-center justify-center border border-(--border-color) bg-(--bg-card-hover) py-1 text-[10px] font-bold tracking-[0.14em] text-(--text-tertiary) uppercase min-w-15 px-2.5">N/A</span></td><td class="border-b border-(--border-color) px-4 py-3"><span class="inline-flex gap-1"><span title="GH · counted" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color) bg-(--bg-card-hover) text-(--text-primary)">GH</span><span title="X · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">X</span><span title="LI · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">LI</span><span title="G · no signal" class="inline-flex h-[22px] items-center justify-center border text-[10px] font-bold w-7 border-(--border-color)/60 text-(--text-tertiary)">G</span></span></td><td class="border-b border-(--border-color) pr-5 py-3"><span class="flex items-center justify-end"><span class="inline-flex items-center justify-center w-6 h-6 rounded-full text-[10px] leading-none text-(--text-tertiary) transition-all duration-200 select-none group-hover:bg-(--bg-card-hover) group-hover:text-(--text-secondary)" style="transform:rotate(0deg)">▶</span></span></td></tr></tbody></table></div><div class="flex flex-col gap-4 border border-(--border-color) bg-(--bg-card) px-4 py-4 sm:flex-row sm:items-center sm:justify-between sm:px-6"><div class="min-w-0"><p class="text-[11px] uppercase tracking-[0.18em] text-(--text-secondary)">Leaderboard Pages</p><p class="mt-1 text-[13px] leading-5 text-(--text-primary) sm:text-sm">Showing 1-100 of 319 projects</p></div><div class="grid w-full grid-cols-2 gap-2 text-[11px] font-semibold uppercase tracking-[0.08em] sm:flex sm:w-auto sm:items-center sm:tracking-[0.14em]"><button type="button" disabled="" class="[font-family:var(--font-stack)] inline-flex min-w-0 flex-1 items-center justify-center border px-3 py-2 text-[11px] font-semibold uppercase tracking-[0.08em] transition-colors sm:min-w-20 sm:flex-none sm:tracking-[0.14em] pointer-events-none border-(--border-color) text-(--text-tertiary)">First</button><button type="button" disabled="" class="[font-family:var(--font-stack)] inline-flex min-w-0 flex-1 items-center justify-center border px-3 py-2 text-[11px] font-semibold uppercase tracking-[0.08em] transition-colors sm:min-w-20 sm:flex-none sm:tracking-[0.14em] pointer-events-none border-(--border-color) text-(--text-tertiary)">Prev</button><span class="col-span-2 row-start-1 min-w-0 text-center text-(--text-secondary) sm:row-auto sm:min-w-28">Page 1 / 4</span><button type="button" class="[font-family:var(--font-stack)] inline-flex min-w-0 flex-1 items-center justify-center border px-3 py-2 text-[11px] font-semibold uppercase tracking-[0.08em] transition-colors sm:min-w-20 sm:flex-none sm:tracking-[0.14em] cursor-pointer border-(--text-secondary) bg-transparent text-(--text-primary) hover:border-(--accent-green) hover:text-(--accent-green)">Next</button><button type="button" class="[font-family:var(--font-stack)] inline-flex min-w-0 flex-1 items-center justify-center border px-3 py-2 text-[11px] font-semibold uppercase tracking-[0.08em] transition-colors sm:min-w-20 sm:flex-none sm:tracking-[0.14em] cursor-pointer border-(--text-secondary) bg-transparent text-(--text-primary) hover:border-(--accent-green) hover:text-(--accent-green)">Last</button></div></div></div></div>
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.