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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;
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1:\"基础资料\",\"agentKeys\":\"Agent 密钥\"},\"meEditor\":{\"title\":\"我的资料\",\"subtitle\":\"你在 OpenArena.to 各处展示的姓名、照片与链接。\",\"subtitleMirrored\":\"你在 OpenArena.to 各处展示的姓名、照片与链接——评委 / VC 名片会自动从这里同步。\",\"sections\":{\"basics\":\"基本信息\",\"basicsHint\":\"显示名必填,其余选填。\",\"links\":\"链接\",\"linksHint\":\"在你出现的所有地方展示(含实名 VC 名片与评委名片)。\",\"builder\":\"Builder\",\"builderHint\":\"用于为你匹配团队、投资人和工作机会,暂不公开展示。\"},\"noPhoto\":\"暂无照片\",\"avatarFile\":\"照片\",\"avatarHint\":\"JPG / PNG / WebP,5 MB 以内。不传则使用像素头像。\",\"removePhoto\":\"移除当前照片\",\"displayName\":\"显示名\",\"displayNameZh\":\"中文名(选填)\",\"displayNameZhPh\":\"例如:张三\",\"city\":\"所在城市\",\"cityPh\":\"例如:新加坡\",\"tagline\":\"一句话介绍(English)\",\"taglinePh\":\"e.g. Building agent infra at …\",\"taglineZh\":\"一句话介绍(中文)\",\"taglineZhPh\":\"一句话介绍你自己\",\"skills\":\"技能标签\",\"skillsPh\":\"例如:Solidity、Rust、LLM 评测、增长…\",\"lookingFor\":\"在找什么\",\"lookingForOptions\":{\"cofounder\":\"合伙人\",\"funding\":\"融资\",\"job\":\"工作\"},\"save\":\"保存资料\",\"saving\":\"保存中…\",\"saved\":\"已保存\",\"errors\":{\"unauthorized\":\"请重新登录。\",\"required\":\"显示名为必填项。\",\"invalidUrl\":\"请输入有效的 http(s) 链接。\",\"badPhoto\":\"照片需为 JPG、PNG 或 WebP 格式。\",\"photoTooLarge\":\"照片大小需在 5 MB 以内。\",\"saveFailed\":\"暂时无法保存,请重试。\"}},\"identity\":{\"note\":\"姓名与照片来自你的基础资料。\",\"edit\":\"编辑资料\"},\"agentKeys\":{\"intro\":\"为代你上传项目的 agent 签发一把密钥。用它提交的项目归属到你的账号。作用域仅限项目提交——密钥不能修改你的角色、领取奖励或更改收款地址。\",\"nameLabel\":\"密钥名称\",\"namePlaceholder\":\"hunter bot\",\"create\":\"新建密钥\",\"creating\":\"创建中…\",\"newKeyTitle\":\"你的新密钥\",\"newKeyWarning\":\"现在就复制——服务端只存哈希,之后无法再次查看。\",\"copy\":\"复制\",\"copied\":\"已复制\",\"revoke\":\"吊销\",\"revoked\":\"已吊销\",\"empty\":\"还没有密钥。\",\"usage\":\"已上传 {count} 次\",\"errors\":{\"signedOut\":\"登录已过期,请重新登录。\",\"invalidName\":\"密钥名称需为 2–60 个字符。\",\"tooMany\":\"你已有 10 把有效密钥,请先吊销一把。\",\"notFound\":\"该密钥已不存在。\"}},\"console\":{\"admin\":\"进入管理控制台\",\"ops\":\"进入运营控制台\",\"judge\":\"进入评委控制台\",\"pay\":\"进入打款台\",\"finaljudging\":\"进入终审\"}},\"LoginPage\":{\"title\":\"欢迎回来\",\"subtitle\":\"登录后继续访问你的账户\",\"signingIn\":\"登录中...\",\"continue\":\"使用 Dynamic ç»§ç»­\",\"retry\":\"重试登录\",\"walletNotice\":\"登录时会自动为你生成一个钱包地址,由 Dynamic 安全托管 —— 无需助记词或浏览器插件。\",\"legal\":\"继续即表示你同意我们的条款与隐私政策\",\"syncError\":\"登录会话初始化失败。\",\"unavailableTitle\":\"当前无法登录\",\"unavailableDescription\":\"当前部署未配置 Dynamic 认证。设置 `NEXT_PUBLIC_DYNAMIC_ENV_ID` 后即可启用登录。\"},\"UnauthorizedPage\":{\"title\":\"没有访问权限\",\"description\":\"这个页面需要更高的账号权限(评委或管理员)。你当前登录的账号没有对应角色。\",\"hint\":\"如果你认为这是误判,请联系团队为你的邮箱开通权限,或切换到有权限的账号。\",\"backHome\":\"返回排行榜\",\"switchAccount\":\"切换账号\"},\"AdminPage\":{\"title\":\"管理后台\",\"registry\":\"榜单\",\"description\":\"管理项目记录,并为迁移旧版管理接口做准备。\",\"tickerStatus\":\"管理控制台\",\"tickerContent\":\"高权限控制面板在线 • 项目注册表ç®
1¡ç†é€šé“已激活\",\"operationsTitle\":\"后台操作\",\"tagsDescription\":\"查看当前已分配的自定义标签,并可直接跳转到对应标签筛选后的项目列表。\",\"tagLabel\":\"标签\",\"tagProjectCount\":\"当前有 {count} 个项目使用这个标签。\",\"viewTagProjects\":\"查看带此标签的项目\",\"noTags\":\"目前还没有分配任何自定义标签。\",\"votesUsed\":\"{used}/{limit} 票\",\"judgeLevelHint\":\"JUDGE 用户必须设置评委等级;非评委角色会自动清空。仅 C 级可参与线上评审投票(每组须投满 6 票);A/B 级只能浏览项目池,不能投票。\",\"votesUsedUnlimited\":\"已选 {used} 个\",\"winners\":{\"title\":\"获奖者与打款\",\"subtitle\":\"根据排名(前 30)自动生成;OPC-HZ 则为评委提名加大众投票冠军。设置每笔打款状态;导入表格可补全明细。\",\"empty\":\"该活动暂无获奖者。排名或评委投票会自动填充。\",\"importLabel\":\"导入打款表格\",\"import\":\"导入\",\"importing\":\"导入中…\",\"importHint\":\".xlsx / .csv —— 所有列都会保留并显示在下方。\",\"importResult\":\"已导入:{matched} 条匹配到项目,{unmatched} 条未匹配(仍保留)。\",\"col\":{\"project\":\"项目\",\"email\":\"邮箱\",\"reward\":\"奖励\",\"wallet\":\"钱包(链)\",\"status\":\"打款状态\"},\"status\":{\"PAID\":\"已打款\",\"UNPAID\":\"未打款\",\"UNRESPONSIVE\":\"未回复\"},\"source\":{\"rank\":\"排名\",\"judge-vote\":\"评委投票\",\"general-winner\":\"大众冠军\",\"imported\":\"导入\"},\"errors\":{\"forbidden\":\"需要管理员权限。\",\"badInput\":\"输入缺失或无效。\",\"noFile\":\"请先选择文件。\",\"fileChanged\":\"文件与预览时不一致,请重新预览后再确认。\",\"tooLarge\":\"文件过大(上限 5 MB)。\",\"empty\":\"表格没有数据行。\",\"parseFailed\":\"无法读取该文件。\",\"badFileType\":\"不支持的文件类型——请使用 .xlsx、.xls 或 .csv。\",\"tooManyRows\":\"行数过多(上限 2000)。\"},\"importPreview\":\"解析预览\",\"importConfirm\":\"确认导入\",\"importPreviewSummary\":\"预览:匹配 {matched} · 未匹配 {unmatched} · 将删除 {willDelete} 条旧的未匹配记录。再次点击确认导入。\"},\"vc\":{\"title\":\"VC 网络申请\",\"subtitle\":\"申请加入 OpenArena VC 网络。批准后将授予 VC 角色并发送欢迎邮件;选择 N/A 则拒绝。\",\"empty\":\"暂无 VC 申请。\",\"emailSent\":\"欢迎邮件已发送\",\"col\":{\"name\":\"申请人\",\"company\":\"公司 / 职位\",\"email\":\"邮箱\",\"links\":\"链接\",\"remarks\":\"备注\",\"status\":\"状态\"},\"status\":{\"PENDING\":\"待审核\",\"APPROVED\":\"已批准\",\"NA\":\"不适用\"},\"focus\":\"领域\",\"stagesLabel\":\"阶段\",\"sourceLabel\":\"来源\",\"disclosureLabel\":\"公开方式\",\"disclosure\":{\"NAMED\":\"实名公开\",\"ANONYMOUS\":\"模糊公开\"},\"loadError\":\"部分数据加载失败({sections})——下方列表可能不完整,请勿据此判断“无申请”。刷新重试或查看服务端日志。\",\"top20Only\":\"Top 20 Pitch\",\"top20Badge\":\"Top 20 Pitch\",\"top20SlotsLabel\":\"Pitch 时段\",\"top10Only\":\"Top 10 Pitch Day\",\"top10Badge\":\"Top 10 评委\",\"top10Label\":\"Top 10 链接\",\"xMissing\":\"(无 X)\",\"linkedinMissing\":\"(无领英)\",\"photoOpen\":\"打开照片\",\"photoMissing\":\"(无照片)\",\"fundSite\":\"基金网站\",\"fundLinkedin\":\"基金领英\",\"ticketLabel\":\"Ticket\",\"slotConfirmLabel\":\"确认场次\",\"slotUnconfirmed\":\"未确认\",\"dinnerOnly\":\"10/5 晚宴\",\"dinnerBadge\":\"10/5 晚宴\"},\"judgeApps\":{\"title\":\"评委申请\",\"subtitle\":\"评委网络的加入申请。通过后自动授予 JUDGE 角色并发送欢迎邮件。\",\"empty\":\"暂无申请。\",\"colOrg\":\"机构 / 职位\",\"colExpertise\":\"专长 / 备注\"},\"emails\":{\"title\":\"邮件发送\",\"subtitle\":\"活动邮件的触发与日志。先预览名单,按钮变为「确认发送 N 封」后再次点击才会发送;已发过的收件人自动跳过。\",\"preview\":\"预览名单\",\"send\":\"发送\",\"sending\":\"发送中…\",\"previewResult\":\"预览(不发送):\",\"willSend\":\"将发送\",\"
1willSkip\":\"已发过,将跳过\",\"sendResult\":\"完成:发送 {sent} · 跳过 {skipped} · 失败 {failed}\",\"logTitle\":\"发送日志\",\"logEmpty\":\"暂无发送记录。\",\"colTime\":\"时间\",\"colCampaign\":\"活动\",\"colRecipient\":\"收件人\",\"colStatus\":\"状态\",\"colBy\":\"操作人\",\"confirmSend\":\"确认发送 {count} 封\",\"bqTitle\":\"BQ 官方邀请(General 迁移项目)\",\"bqSubtitle\":\"向从 General 榜迁入 BUIDL_QUESTS 2026 的项目发送正式邀请 + 信息补全指引。幂等:已发送的收件人自动跳过。\",\"draftTitle\":\"邮件草稿(发送内容预览)\",\"draftSubject\":\"主题\"},\"referral\":{\"collapse\":\"归因统计({count} 条有来源)\",\"channels\":\"渠道分布(朋友已并入社区,历史活动码并入线下活动)\",\"referrers\":\"推荐人 Top 10(按归一化 handle 聚合)\",\"referrer\":\"推荐人\",\"count\":\"次数\",\"empty\":\"暂无数据\",\"coverage\":\"{attributed}/{total} 个项目填写了来源或推荐人\"},\"attendance\":{\"title\":\"线下报名\",\"eventDate\":\"活动时间 {date}\",\"windowOpen\":\"报名开放中\",\"windowOpenUntil\":\"报名开放至 {date}\",\"windowClosed\":\"报名已关闭\",\"openDesk\":\"前台签到\",\"exportCsv\":\"导出 CSV\",\"openForm\":\"报名表单\",\"total\":\"已报名\",\"waiting\":\"未到场\",\"checkedIn\":\"已签到\",\"badgeIssued\":\"已发胸牌\",\"last24h\":\"近 24 小时\",\"cancelled\":\"已取消\",\"noRegistrations\":\"还没有人报名。\",\"trend\":\"每日报名数\",\"trendHint\":\"最近 14 天,按新加坡时区统计,不含已取消。\",\"byIntent\":\"参会目的\",\"byRole\":\"身份\",\"byFocus\":\"关注方向(每人最多 3 个)\",\"byUseCase\":\"最常用 AI 的场景\",\"byMeet\":\"想认识的人\",\"bySource\":\"链接来源(?src=)\",\"recent\":\"最新报名\",\"recentHint\":\"最近 10 条。完整名单和签到操作在前台签到页。\",\"colName\":\"参会者\",\"colOrg\":\"机构\",\"colIntent\":\"参会目的\",\"colStatus\":\"状态\",\"colRegisteredAt\":\"报名时间\",\"empty\":\"暂无数据\",\"unavailable\":\"当前数据库未启用报名功能。\"},\"nav\":{\"sectionsLabel\":\"控制台分区\",\"viewsLabel\":\"页面\",\"events\":\"活动\",\"eventSettings\":\"活动设置\",\"attendance\":\"报名\",\"desk\":\"前台签到\",\"materials\":\"现场物料\",\"project\":\"项目\",\"reviewQueue\":\"审核队列\",\"allProjects\":\"全部项目\",\"claims\":\"认领\",\"tags\":\"标签与来源\",\"review\":\"评审\",\"reviewConsole\":\"评审控制台\",\"hzSpecial\":\"HZ 特别流程\",\"payouts\":\"打款\",\"winners\":\"获奖名单\",\"payoutRecords\":\"打款记录\",\"applications\":\"申请\",\"judgeApplications\":\"评委申请\",\"vcApplications\":\"VC 申请\",\"emails\":\"邮件\",\"users\":\"用户\",\"accounts\":\"账户\",\"system\":\"系统\",\"jobs\":\"任务\",\"auditLog\":\"操作日志\"},\"materials\":{\"wallTitle\":\"意向墙\",\"wallBody\":\"大家来做什么,实时投在会场屏幕上。\",\"liveVotesTitle\":\"实时票数\",\"liveVotesBody\":\"现场实时票数看板。\",\"badgeCardsTitle\":\"项目卡片\",\"badgeCardsBody\":\"HZ 流程用的可打印项目卡。\"},\"roleChanges\":{\"title\":\"最近角色变更\",\"colAccount\":\"账户\",\"colChange\":\"变更\",\"colActor\":\"操作人\",\"colWhen\":\"时间\",\"created\":\"新建为\",\"disabled\":\"已禁用\",\"hint\":\"最近 10 条。完整记录在「系统 › 操作日志」。\"},\"opsTitle\":\"运营后台\",\"opsDescription\":\"运营活动:项目、报名、评审与申请。\"},\"AdminUsersPanel\":{\"title\":\"用户管理\",\"summary\":\"系统中共有 {totalUserCount} 个用户。\",\"matchingSummary\":\"当前显示匹配\\\"{searchQuery}\\\"的 {matchingUserCount} 个用户,共 {totalUserCount} 个用户。\",\"searchLabel\":\"用户搜索\",\"searchPlaceholder\":\"按 id、姓名、邮箱、角色、状态或评委等级搜索\",\"search\":\"搜索\",\"clear\":\"清除\",\"empty\":\"目前还没有创建任何用户。\",\"noResults\":\"没有匹配\\\"{searchQuery}\\\"的用户。\",\"role\":\"角色\",\"status\":\"状态\",\"judgeLevel\":\"评委等级\",\"judgeLevelHint\":\"JUDGE 用户必须设置评委等级;非评委角色会自动清空。仅 C 级可参与线上评审投票(每组最多 5 票);A/B 级只能浏览项目池,不能投票。\",\"notSet\":\"未设置\",\"created\":\"创建时间\",\"updated\":\"更新时间\",\"submissions\":\"提交\",\"likes\":\"喜欢\",\"bookmarks\":\"收藏\",\"threads\":\"主题\",\"replies\":\"回复\",\"save\":\"保存用户\",\"saving\":\"保存中...\",\"goReview\":\"去 Review 生成分组 â
1†’\",\"canVote\":\"可投票\",\"cannotVote\":\"不可投票\",\"notAJudge\":\"非评委\",\"createCollapse\":\"新增 / 预置用户\",\"createHint\":\"通过邮箱预置评委/管理员/用户。如邮箱已存在,将更新其角色与评委等级。\",\"createSubmit\":\"创建 / 更新用户\",\"name\":\"姓名\",\"namePlaceholder\":\"显示名称\",\"colUser\":\"用户\",\"colVoting\":\"投票资格\",\"nonVotingBanner\":\"A/B 级或未设级别的评委仅作记录,不能投票。设为 C 级后方可投票。\",\"setAsCJudge\":\"设为 C 级评委\",\"opsLevel\":\"运营等级\",\"opsLevelHint\":\"角色为 OPS 时必填。L1 只有前台签到。\",\"privilegedReadOnly\":\"该账户持有特权角色,只有管理员能修改。\",\"levelColumn\":\"等级\"},\"AdminConsoleHeader\":{\"signedInAs\":\"当前登录:{currentUserLabel}\",\"projectCount\":\"注册表中共有 {totalProjectCount} 个项目。\",\"reviewQueue\":\"审核队列:待审 {pending} · 已通过 {approved} · 已拒绝 {rejected}。\",\"trackingIssues\":\"跟踪 issue:已创建 {created} · 失败 {failed} · 跳过 {skipped} · 创建率 {createdRate}%。\",\"logout\":\"退出登录\",\"loggingOut\":\"正在退出...\",\"compactSummary\":\"{projects} 个项目 · 待审 {pending} · issue 成功率 {rate}\",\"opsTitle\":\"运营控制台\",\"adminTitle\":\"管理控制台\",\"adminCount\":\"ADMIN ×{count}\",\"opsCount\":\"OPS ×{count}\",\"adminOverLimit\":\"ADMIN ×{count} — 超过上限 {limit}\"},\"AdminSearchPanel\":{\"title\":\"项目搜索\",\"tagTitle\":\"标签筛选\",\"allTags\":\"全部标签\",\"placeholder\":\"按项目、仓库、提交人、钱包、X 帖子或排名搜索\",\"search\":\"搜索\",\"clear\":\"清除\",\"description\":\"支持匹配项目名、GitHub owner/repo、提交人信息、钱包地址、X 帖子 ID、用户姓名/邮箱、排名理由以及精确排名。标签可单独筛选。\",\"originTitle\":\"来源\",\"allOrigins\":\"全部来源\",\"origin\":{\"user\":\"用户\",\"ai\":\"AI\",\"system\":\"系统\"}},\"AdminSearchResults\":{\"idle\":\"请输入关键词后再加载匹配项目,避免一次性渲染整个注册表。\",\"noResults\":\"没有匹配\\\"{searchQuery}\\\"的项目。\",\"limitedResults\":\"当前显示\\\"{searchQuery}\\\"的前 {shownCount} 条结果,共 {matchingProjectCount} 条匹配。\",\"results\":\"\\\"{searchQuery}\\\"共有 {resultCount} 条匹配结果。\",\"emptyEvent\":\"该活动还没有项目提交。\",\"all\":\"共 {resultCount} 个项目 · 按分数排序,点击行展开详情\",\"allLimited\":\"共 {matchingProjectCount} 个项目,按分数显示前 {shownCount} 个,其余请通过搜索查找\"},\"AdminControls\":{\"refreshRanking\":\"刷新排名\",\"updateGithubX\":\"更新 GITHUB / X\",\"queueing\":\"排队中...\",\"started\":\"开始时间\",\"finished\":\"结束时间\",\"notAvailable\":\"N/A\",\"taskLabels\":{\"ranking\":\"排名刷新\",\"dataRefresh\":\"GitHub / X 数据刷新\",\"background\":\"后台任务\"}},\"AdminProjectCard\":{\"rank\":\"排名\",\"score\":\"分数\",\"weight\":\"权重\",\"updated\":\"更新时间\",\"owner\":\"归属用户\",\"repo\":\"仓库\",\"xPost\":\"X 帖子\",\"trackingIssue\":\"跟踪 issue\",\"trackingIssueError\":\"跟踪 issue 错误\",\"reviewStatus\":\"审核状态\",\"reviewReason\":\"审核原因\",\"requested\":\"请求审核\",\"reviewed\":\"已审核\",\"category\":\"分类\",\"submitterPayout\":\"提交人收款地址\",\"projectOwnerPayout\":\"项目方收款地址\",\"submitter\":\"提交人\",\"submitterContact\":\"提交人联系方式\",\"unknown\":\"未知\",\"notSet\":\"未设置\",\"noTags\":\"尚未设置标签\",\"notAvailable\":\"N/A\",\"optional\":\"可选\",\"yes\":\"是\",\"no\":\"否\",\"saveProject\":\"保存项目\",\"saving\":\"保存中...\",\"reviewStatuses\":{\"pending\":\"待审核\",\"approved\":\"已通过\",\"rejected\":\"已拒绝\"},\"fields\":{\"projectName\":\"项目名称\",\"projectWebsite\":\"项目网站\",\"submitterName\":\"提交人姓名\",\"submitterContacts\":\"提交人联系方式\",\"projectTeamContacts\":\"项目团队联系方式\",\"submitterPayoutAddress\":\"提交人收款地址\",\"projectOwnerAddress\":\"项目方地址\",\"initialScoreMultiplier\":\"初始分数倍率\",\"category\":\"项目分类\",\"tags\":\"标签\",\"rankingReason\":\"排名理由\",\"teamAware\":\"团队是否知情\",\"reviewStatus\":\"审核状态\",\"reviewReason\":\"审核原因\",\"additionalNotes\":\"附加备注\"}
1,\"placeholders\":{\"tags\":\"infra, consumer, finance\"},\"hints\":{\"multipleContacts\":\"多个联系方式请用逗号分隔。\",\"teamContacts\":\"这里填写出现在排行榜上的项目团队成员联系方式。多个联系方式请用逗号分隔。\",\"initialScoreMultiplier\":\"应用到该项目计算分数上的倍率。\",\"category\":\"用于排行榜分类 tab 和分类感知评分的项目主分类。\",\"tags\":\"使用逗号分隔多个自定义标签。保存后会显示在排行榜上,也能在后台中作为筛选条件。\",\"reviewReason\":\"用于记录 agent 提交、伪 agent 标记或人工审核决策的内部备注。\"},\"event\":\"所属活动\",\"readOnlyNote\":\"项目内容由参赛者提交,管理员只读;参赛者可在「我的提交」中自行编辑。\",\"reviewActionTitle\":\"审核操作\",\"saveReview\":\"保存审核\",\"stage\":\"项目阶段\",\"funding\":\"融资情况\",\"attentionOptIn\":\"已报名参与 Attention Rewards(需核验 X 关注与发帖)\",\"teamBaseLabel\":\"团队所在地\",\"identityLabel\":\"提交身份\",\"submitterChannels\":\"提交人联系\",\"referral\":\"来源渠道\",\"expectationsLabel\":\"期望获得\",\"adminOnly\":\"仅后台可见\",\"completionComplete\":\"资料:已补全\",\"completionIncomplete\":\"资料:缺 {count} 项\",\"aiScore\":\"AI 评分\",\"originLabel\":\"来源\",\"origin\":{\"user\":\"用户自主提交\",\"ai\":\"AI · hunt/oa\",\"system\":\"系统 · recovered\"}},\"AdminClaimsPanel\":{\"statClaims\":\"认领总数\",\"statVerified\":\"已验证\",\"statPending\":\"待验证\",\"empty\":\"该活动暂无认领记录。\",\"notVerified\":\"未验证\",\"claimant\":\"认领人\",\"contact\":\"联系方式\",\"verifiedAt\":\"验证时间\",\"updatedAt\":\"更新时间\",\"claimDescription\":\"认领说明\",\"tokenUsage\":\"Token 用量\"},\"AdminEventSettings\":{\"listEyebrow\":\"活动\",\"listTitle\":\"活动管理\",\"total\":\"共 {count} 个\",\"submissionCount\":\"{count} 个提交\",\"defaultBadge\":\"默认\",\"delete\":\"删除\",\"deleteConfirm\":\"确定删除活动“{name}”?此操作不可撤销。\",\"editEyebrow\":\"编辑活动\",\"newEyebrow\":\"新建活动\",\"createTitle\":\"创建活动\",\"fieldName\":\"名称\",\"fieldSlug\":\"Slug\",\"fieldDescription\":\"描述\",\"fieldStartsAt\":\"开始时间\",\"fieldEndsAt\":\"结束时间\",\"fieldResultsRelease\":\"结果公布时间\",\"fieldClaimDeadline\":\"领奖截止时间\",\"keepCurrentHint\":\"留空则保持当前时间:\",\"hkTimezoneNote\":\"所有截止时间均为香港时间(UTC+8)。\",\"fieldStatus\":\"状态\",\"fieldDefault\":\"默认活动\",\"statusDraft\":\"草稿\",\"statusPublished\":\"已发布\",\"statusArchived\":\"已归档\",\"optionNo\":\"否\",\"optionYes\":\"是\",\"submitCreate\":\"创建活动\",\"submitSave\":\"保存活动\",\"noticeSaved\":\"活动已保存。\",\"noticeCreated\":\"活动已创建。\",\"noticeDeleted\":\"活动已删除。\",\"pending\":\"保存中…\",\"createCollapse\":\"新建一个活动\",\"previewEyebrow\":\"当前活动\",\"edit\":\"编辑\",\"cancel\":\"取消\",\"createButton\":\"新增活动\",\"submissionsLabel\":\"项目提交数\"},\"AdminPayoutsPanel\":{\"eyebrow\":\"奖金发放\",\"title\":\"打款记录\",\"recordCount\":\"{count} 条记录\",\"empty\":\"该活动暂无打款记录。\",\"colProject\":\"项目\",\"colRank\":\"名次\",\"colRecipient\":\"收款人\",\"colRole\":\"角色\",\"colAmount\":\"金额\",\"colNetwork\":\"网络\",\"colTo\":\"收款地址\",\"colFrom\":\"付款地址\",\"colTxHash\":\"交易哈希\",\"colPaidAt\":\"打款时间 (UTC)\",\"colBy\":\"录入人\",\"delete\":\"删除\",\"deleteConfirm\":\"确定删除这条打款记录?此操作不可撤销。\",\"newEyebrow\":\"新增记录\",\"newTitle\":\"录入打款\",\"fieldProject\":\"项目\",\"selectProject\":\"选择项目…\",\"fieldRecipientRole\":\"收款角色\",\"roleOwner\":\"项目方(团队)\",\"roleHunter\":\"提交者(Hunter)\",\"roleOther\":\"其他\",\"fieldRecipientName\":\"收款人姓名\",\"recipientNamePlaceholder\":\"例:Alice Zhang\",\"fieldRecipientEmail\":\"收款人邮箱\",\"fieldPrizeInfo\":\"奖项信息\",\"prizeInfoPlaceholder\":\"例:Track 1 · 第 2 名 · $5,000\",\"fieldRecipientAddress\":\"收款地址(To)\",\"fieldSenderAddress\":\"付款地址(From / 我方)\",\"fieldNetwork\":\"网络\",\"networkPlaceholder\":\"ethereum / base / solana…\",\"fieldAsset\":\"资产\",\"fieldAmount\":\"金额\",\"fieldTxHash\":\"交易哈希\",\"txHashPlaceholder\":\"0x… 交易哈希\",\"fieldPaidAt\":\"打款时间\",\"fieldNote\":\"备注(可选)\",\"notePlaceholder\":\"例:Track 1 项目方打款,第 2 批\",\"submit\":\"记录打款\",\"noticeRecorded\":\"打款已记录。\",\"noticeDeleted\":\"打款记录已删除。\",\"pending\":\"记录中…\",\"copy\":\"复制{label}\",\"copied\":\"已复制\",\"viewOnExplorer\":\"在区块浏览器打开\",\"details\":\"详情\",\"exportCsv\":\"导出 CSV\",\"deletePending\":\"删除中…\",\"entryTitle\":\"录入打款\",\"entryForm\":\"新增记录\",\"entryFormHint\":\"填写表单,录入单笔打款。\",\"entryCsv\":\"CSV 导入\",\"entryCsvHint\":\"上传或粘贴 CSV,批量录入打款。\",\"entrySkills\":\"Skills 导入\",\"entrySkillsHint\":\"让 AI 助手把原始记录整理成标准 CSV。\",\"csvIntro\":\"列与对
1账导出格式一致:导出 → 编辑 → 重新导入可直接闭环。必填列:project_name、recipient_address、sender_address、network、asset、amount、tx_hash;可选列:recipient_role(默认 OWNER)、recipient_name、recipient_email、prize_info、paid_at_utc(默认当前时间)、note。\",\"csvCopyHeader\":\"复制 CSV 表头\",\"csvFile\":\"CSV 文件\",\"csvPaste\":\"或粘贴 CSV 内容\",\"csvNote\":\"整批导入:任一行无效则全部中止。project_name 需与该活动中的项目名一致(不区分大小写)。每次最多 200 行。\",\"csvSubmit\":\"导入 CSV\",\"noticeImported\":\"已导入 {count} 条打款记录。\",\"errorCsvEmpty\":\"CSV 为空——请上传文件或粘贴内容(表头加至少一行数据)。\",\"errorCsvColumns\":\"CSV 缺少必需列:{detail}\",\"errorCsvTooMany\":\"行数过多——每次最多导入 {detail} 行。\",\"errorCsvProject\":\"该活动中找不到此项目({detail}),请修正 project_name 后重试。\",\"errorCsvRow\":\"行数据无效——{detail}\",\"skillsIntro\":\"把原始打款记录(聊天记录、表格、区块浏览器导出等)连同下方提示词交给 Claude 或其他 AI 助手,它会输出标准 CSV,然后回到「CSV 导入」完成入库。\",\"skillsStep1\":\"复制下方提示词,连同原始打款记录一起发给 Claude(或任意 AI 助手)。\",\"skillsStep2\":\"助手会输出使用标准表头的 CSV。\",\"skillsStep3\":\"把该 CSV 粘贴到「CSV 导入」并提交。\",\"skillsPromptLabel\":\"提示词\",\"skillsCopyPrompt\":\"复制提示词\",\"skillsPrompt\":\"请把下面的打款记录整理成 CSV,表头严格为:\\n{header}\\n规则:amount 为纯小数;network 用小写(ethereum / base / solana 等);asset 用大写(USDT / USDC / ETH 等);paid_at_utc 为 ISO 8601 UTC 时间;recipient_role 取 OWNER / HUNTER / OTHER;project_name 必须与 OpenArena 上的项目名完全一致。只输出 CSV,不要输出其他内容。\"},\"AdminReviewPanel\":{\"headerEyebrow\":\"黑客松评审\",\"headerTitle\":\"评审基础配置\",\"headerDesc\":\"C 级评委负责线上 300 进 30 投票。分组由该活动的在职 C 级评委与有效项目生成。\",\"generateGroups\":\"生成分组\",\"statJudges\":\"在职 C 级评委\",\"statGroups\":\"分组数\",\"statGrouped\":\"已分组项目\",\"statBoundary\":\"结果边界\",\"tiePending\":\"存在并列\",\"boundaryClear\":\"无并列\",\"step\":\"步骤 {n}\",\"s1Title\":\"提交闸门\",\"s1Body\":\"截止时间:{date}。\",\"s2Title\":\"评委就绪\",\"s2Status\":\"{count} 位 C 级评委\",\"s2Warn\":\"{count} 位在职评委为 A/B 级或未设级别,无法投票。\",\"s2Ok\":\"仅在职 C 级评委可投票。\",\"manageUsers\":\"管理用户\",\"s3Title\":\"项目就绪\",\"s3Status\":\"{count} 个有效\",\"s3Body\":\"已分组 {grouped} 个,无效 {invalid} 个。\",\"s4Title\":\"分组分配\",\"ready\":\"就绪\",\"blocked\":\"受阻\",\"s5Title\":\"投票进度\",\"s5Status\":\"已提交 {count} 份\",\"s5Body\":\"在下方跟踪评委提交进度,然后导出投票或获奖名单。\",\"reasonNoCJudges\":\"请先创建至少一位在职 C 级评委。\",\"reasonNoValidProjects\":\"该活动没有可分配的有效项目。\",\"reasonVotesExist\":\"已存在已提交的投票。请先解锁或清空投票,再重新生成分组。\",\"reasonUnavailable\":\"暂时无法生成评审分组。\",\"reasonFailed\":\"分组生成失败。请检查活动配置后重试。\",\"reasonReady\":\"可以生成分组。\",\"exportsSummary\":\"导出与危险操作\",\"typeClearPlaceholder\":\"输入 CLEAR\",\"clearVotes\":\"清空投票与分组\",\"settingsEyebrow\":\"提交设置\",\"settingsTitle\":\"参赛提交闸门\",\"fieldSubmissionStatus\":\"提交状态\",\"statusOpen\":\"开放\",\"statusClosed\":\"关闭\",\"fieldSubmissionDeadline\":\"提交截止时间\",\"allowEdits\":\"允许参赛者编辑\",\"fieldEditDeadline\":\"编辑截止时间\",\"allowPitch\":\"允许补充编辑路演视频与 Demo 视频(补充窗口)\",\"fieldPitchDeadline\":\"路演 / Demo 视频补充截止时间\",\"keepCurrentHint\":\"留空则保持当前:\",\"deadlineNotSet\":\"未设置\",\"clearDeadline\":\"清除\",\"judgingLockNote\":\"评审已开始 — 除非在此设置一个未来的编辑截止时间,否则参赛者编辑将ä
1¿æŒé”å®šã€‚\",\"saveSettings\":\"保存提交设置\",\"progressTitle\":\"C 级评委进度\",\"unassigned\":\"未分配\",\"projectCount\":\"{count} 个项目\",\"votesUsed\":\"{used}/5 票\",\"votesUsedUnlimited\":\"已选 {used} 个\",\"submitted\":\"已提交\",\"draft\":\"草稿\",\"unlock\":\"解锁\",\"emptyGroups\":\"暂无评审分组。请先创建在职 C 级评委,再生成分组。\",\"top30Title\":\"当前 Top 30\",\"emptyVotes\":\"暂无已提交的投票。\",\"resultsTitle\":\"完整评审结果\",\"winnerCandidate\":\"入围候选\",\"notSelected\":\"未入围\",\"tiePendingSuffix\":\"并列待定\",\"votesCount\":\"{count} 票\",\"noGroup\":\"未分组\",\"noJudges\":\"暂无已提交评委\",\"emptyResults\":\"暂无评审结果。\",\"notSet\":\"未设置\",\"s1SetDeadline\":\"设置截止 ↓\",\"openDanger\":\"打开危险操作 ↓\",\"pendingGenerate\":\"生成中…\",\"pendingSave\":\"保存中…\",\"levelUnset\":\"未设级别\",\"exportLabels\":{\"projects\":\"项目清单\",\"votes_detail\":\"投票明细\",\"votes_summary\":\"投票汇总\",\"winners\":\"获奖名单\"},\"exportAiScores\":\"AI 评分(仅管理员)\",\"fieldSubmissionOpensAt\":\"投递开启时间(定时窗口)\",\"opensAtNotSet\":\"未设置——状态为 OPEN 时立即开放\",\"clearOpensAt\":\"清除(立即开放)\"},\"JudgePage\":{\"tickerStatus\":\"评审控制台\",\"tickerContent\":\"{event} • {level} 级评审权限\",\"badge\":\"Judge 后台\",\"title\":\"黑客松评审\",\"description\":\"浏览所有已提交的项目。C 级评委可从所分配的小组中选择项目并提交最终锁定的投票。\",\"searchPlaceholder\":\"搜索项目、仓库、联系人…\",\"search\":\"搜索\",\"allProjects\":\"所有小组投票的项目\",\"myVote\":\"小组投票\",\"optionAssigned\":\"- 已分配({count})\",\"optionNoGroup\":\"- 未分配小组\",\"assignedGroup\":\"分配小组\",\"notAssigned\":\"未分配\",\"groupProjects\":\"小组项目数\",\"selectedVotes\":\"已选票数\",\"status\":\"状态\",\"statusLocked\":\"已提交 / 已锁定\",\"statusDraft\":\"草稿\",\"voteInstruction\":\"从你所分配的小组中选择恰好 {limit} 个项目——投满 {limit}/{limit} 后提交按钮才会解锁。最终提交后投票将被锁定。\",\"voteNoGroup\":\"你尚未被分配到本活动的评审小组。请联系管理员在 Review 页面生成小组。\",\"voteLocked\":\"你的投票已提交并锁定。如需修改,请联系管理员解锁。\",\"emptyProjects\":\"该活动暂无符合条件的项目。\",\"yourGroup\":\"你的小组\",\"notProvided\":\"未填写\",\"moreDetails\":\"展开详情\",\"hideDetails\":\"收起详情\",\"selected\":\"已选择\",\"select\":\"选择\",\"confirmed\":\"已确认\",\"notConfirmed\":\"未确认\",\"fields\":{\"projectIntroduction\":\"项目简介\",\"tracks\":\"赛道\",\"projectInnovationAi\":\"项目与 AI 相关的创新点\",\"developmentProgress\":\"当前开发进度\",\"expectedRevenueSources\":\"预期收入来源\",\"officialWebsite\":\"项目官网\",\"projectGithub\":\"项目 GitHub\",\"projectLogo\":\"项目 Logo\",\"coreTeamBackground\":\"核心团队成员背景\",\"whitepaperLink\":\"白皮书链接\",\"pitchDeck\":\"路演 PPT\",\"officialTwitter\":\"官方 Twitter/X\",\"officialDiscord\":\"官方 Discord\",\"officialTelegram\":\"官方 Telegram\",\"pitchVideoLink\":\"Pitch Video 链接\",\"demoVideo\":\"演示视频\",\"agreeRules\":\"规则同意\",\"painPointSolved\":\"解决的痛点\",\"projectStage\":\"项目阶段\",\"fundingStatus\":\"融资情况\",\"expectations\":\"期望获得\",\"projectTagline\":\"一句话简介\",\"teamBase\":\"团队所在地\",\"referralSource\":\"来源渠道\",\"offlineEvents\":\"线下活动\",\"contacts\":\"联系方式\",\"submitter\":\"提交人\",\"additionalNotes\":\"补充说明\"},\"voteConfirm\":{\"trigger\":\"确认并提交投票\",\"title\":\"确认提交所有投票结果?\",\"body\":\"提交后投票结果将无法更改。如需重新提交,请联系管理员。\",\"cancel\":\"取消\",\"submitAll\":\"提交所有结果\"},\"tickerContentAdmin\":\"{event} • 管理员只读访问\",\"colProject\":\"项目\",\"colTrack\":\"赛道\",\"colGroup\":\"分组\",\"colVote\":\"我的投票\",\"colAction\":\"操作\",\"voteSubmitted\":\"已提交\",\"colIntro\":\"简介\",\"colInnovation\":\"创新点\",\"colTeamBg\":\"创始人背景\",\"top30Title\":\"评审 Top 30 · 仅 C 级评委\",\"top30Hint\":\"所有评审组已提交票数的汇总排名。仅 C 级评委可见——不对公众、参赛者或 A/B 级评委展示。\",\"top30Empty\":\"暂无已提交的投票——C 级评委确认投票后排名将在此显示。\",\"aiPanelHint\":\"AI 评委依据官方评分标准公正、全面地评估每个项目。在下方留下指导意见;下一次 AI 运行会阅读所有留言(新留言会有标记)并据此调整评估。\",\"aiLastRu
1n\":\"上次运行:{time} · 已评估 {count} 个项目\",\"aiNotRun\":\"尚未运行\",\"aiCommentRead\":\"AI 已读\",\"aiCommentNew\":\"新\",\"aiNoComments\":\"暂无评委留言——来第一个指导 AI 评委吧。\",\"aiCommentPlaceholder\":\"例如:执行力权重高于路演包装;忽略 star 数。\",\"aiCommentScope\":\"仅 C 级评委与 AI 评委可见\",\"aiCommentSubmit\":\"添加留言\",\"aiAssessmentTitle\":\"AI 评委 · 第 {rank} 名\",\"aiPros\":\"优点\",\"aiCons\":\"不足\",\"top30ColProject\":\"项目\",\"top30ColVotes\":\"票数\",\"top30ColAiRank\":\"AI 排名\",\"top30ColVotedBy\":\"投票评委\",\"hz\":{\"assignedTables\":\"你负责的桌子\",\"noTables\":\"暂未分配桌子\",\"myProjects\":\"你桌上的项目\",\"myVotes\":\"你的提名\",\"leaderboardTitle\":\"Top 10 排行榜 · 仅评委可见\",\"leaderboardHint\":\"展示所有获得评委提名的项目,以及大众投票冠军(金色,不可移除)。投票即时生效——点击刷新获取最新榜单。\",\"refreshLeaderboard\":\"刷新排行榜\",\"refreshing\":\"刷新中…\",\"leaderboardEmpty\":\"暂无提名——在下方为你桌上的项目投票,即会立刻显示在这里。\",\"colProject\":\"项目\",\"colTable\":\"桌号\",\"colVotes\":\"票数\",\"colAiScore\":\"AI 评分\",\"colVotedBy\":\"投票评委\",\"colWinner\":\"冠军\",\"winnerBadge\":\"TOP 10\",\"generalWinner\":\"大众投票冠军——永久保留在排行榜上\",\"removeTitle\":\"从排行榜移除\",\"removeConfirm\":\"确认将 {project} 从排行榜移除?其获得的所有评委票将被释放,如同从未投出。\",\"removeCancel\":\"取消\",\"removeYes\":\"确认移除\",\"removing\":\"移除中…\",\"ownProjectsTitle\":\"你的桌上项目\",\"ownProjectsHint\":\"最多可为你桌上的 {limit} 个项目投票。投票立即生效——无需确认步骤——再次点击即可撤回。点击任意一行可展开完整详情,包括 AI 评委的点评。\",\"observerHint\":\"你没有分配的桌子(观察员权限)。你可以查看排行榜及每个项目的详情,包括 AI 点评。\",\"ownProjectsEmpty\":\"你的桌上暂无项目。\",\"observerEmpty\":\"尚未分配桌子——管理员将在「特别」标签页完成分组。\",\"sortBy\":\"排序\",\"sortByAi\":\"按 AI 评分排序\",\"vote\":\"投票\",\"voted\":\"已投 ✓\",\"voting\":\"投票中…\",\"voteCounted\":\"已计入排行榜\",\"limitReached\":\"票数已用完——请先撤回一票\",\"tableShort\":\"{table} 号桌\",\"noAiAssessment\":\"该项目暂无 AI 评审\",\"welcomeTitle\":\"欢迎来到 OPC 杭州\",\"colIntro\":\"简介\",\"championLegend\":\"冠军由大众投票选出\"},\"voteInstructionUnlimited\":\"从你的分配项目中任选任意数量,然后提交。提交后不可更改。\",\"expandAll\":\"展开全部\",\"collapseAll\":\"收起全部\",\"board\":{\"title\":\"看板\",\"tab\":\"看板\",\"intro\":\"与所有 C 级评委共享——你添加的项目对所有人可见,拖拽排序也会同步给所有人。排序不代表名次,看板只是入选清单。\",\"empty\":\"看板中暂无项目。从你的分配列表中选择项目即可加入。\",\"remove\":\"移除\",\"moveUp\":\"上移\",\"moveDown\":\"下移\",\"myNote\":\"我的备注\",\"notePlaceholder\":\"你对该项目的备注,自动保存。\",\"saving\":\"保存中…\",\"saved\":\"已保存\",\"saveFailed\":\"未保存——请重试\",\"noTagline\":\"暂无简介。\",\"detailUnavailable\":\"暂无项目详情。\",\"addToBoard\":\"加入看板\",\"onBoard\":\"已在看板\",\"confirmRemove\":\"确认移除\",\"cancel\":\"取消\",\"refresh\":\"刷新\",\"website\":\"官网\",\"genericError\":\"操作失败,请重试。\",\"select\":\"选择\",\"selected\":\"已选\",\"allProjectsToggle\":\"所有项目\",\"groupBadge\":\"{key} 组\",\"poolEmpty\":\"暂无可显示的项目。\"},\"groupCandidates\":\"候选项目\"},\"SubmitPage\":{\"loading\":\"加载中,请稍候\",\"tickerStatus\":\"系统在线\",\"tickerContent\":\"项目提交通道已初始化 • 正等待校验输入 • 安全输入通道:已就绪\",\"disabledTickerStatus\":\"认证已禁用\",\"disabledTickerContent\":\"当前部署未配置 DYNAMIC 认证 • 提交通道不可用\",\"buidlQuestClosedTickerStatus\":\"提交暂未开放\",\"buidlQuestClosedTickerContent\":\"BUIDL_QUESTS 2026 提交通道尚未开放 • 请在活动页查看时间线\",\"title\":\"提交新项目\",\"description\":\"将项目提交到 OpenArena 排行榜。\",\"registry\":\"榜单\",\"breadcrumb\":\"项目提交\",\"successBanner\":\"提交成功。感谢你为 OpenArena 贡献项目。\",\"tweetFallbackTitle\":\"项目提交\",\"tweetFallbackBody\":\"我正在向 OpenArena 提交这个项目。\",\"checkInput\":\"请检查你的输入内容。\",\"finalStepTitle\":\"f
1inalize --review\",\"finalStepDescription\":\"你可以选择发布 X 帖子来补充社交信号,但现在不再强制发文也能完成提交。\",\"continueToTweet\":\"检查并提交\",\"unavailableTitle\":\"当前无法提交\",\"unavailableDescription\":\"当前部署未配置 Dynamic 认证。设置 `NEXT_PUBLIC_DYNAMIC_ENV_ID` 后即可启用登录和项目提交。\",\"buidlQuestClosedTitle\":\"BUIDL_QUESTS 提交暂未开放\",\"buidlQuestClosedDescription\":\"BUIDL_QUESTS 2026 的提交窗口还没有开始。开放前,项目提交表单和后端接收入口都会暂时关闭。\",\"buidlQuestClosedBack\":\"返回活动页\",\"yes\":\"是\",\"no\":\"否\",\"terminal\":{\"localCli\":\"本地 CLI\",\"sequence\":\"输入序列\",\"progress\":\"第 {current}/{total} æ­¥\",\"complete\":\"等待确认\",\"required\":\"必填\",\"optional\":\"可选\",\"back\":\"上一步\",\"confirm\":\"确认并继续\",\"finish\":\"完成输入\",\"edit\":\"从头编辑\",\"reviewTitle\":\"检查提交缓存\",\"modeLabel\":\"模式\",\"modeTerminal\":\"终端\",\"modeClassic\":\"经典表单\",\"console\":{\"welcome\":\"欢迎,founder。在这里提交你的 BUIDL_QUESTS 2026 项目。\",\"hint\":\"输入 'submit' 开始,'restore' 恢复上次草稿,'help' 查看命令。使用上下方向键浏览历史。\",\"unknown\":\"命令未找到:{cmd} —— 输入 'help'\",\"helpHeader\":\"可用命令:\",\"helpSubmit\":\"开始引导式提交\",\"helpForm\":\"切换到经典表单\",\"helpClear\":\"清屏\",\"helpStatus\":\"显示当前进度和步骤\",\"helpHelp\":\"显示帮助\",\"booleanHint\":\"输入 y 或 n\",\"selectInvalid\":\"请输入上面列出的序号之一。\",\"reviewHeader\":\"检查提交缓存:\",\"reviewHint\":\"输入 'confirm' 提交,输入字段编号修改对应字段,或 'cancel' 取消。\",\"submitting\":\"正在提交到 OpenArena...\",\"done\":\"提交成功——正在跳转到成功页…\",\"cancelled\":\"已取消。输入 'submit' 重新开始。\",\"alreadyAtStart\":\"已经是第一步。输入 'cancel' 重新开始。\",\"statusIdle\":\"没有活跃的提交。输入 'submit' 开始。\",\"statusPrompt\":\"当前步骤:\",\"statusReview\":\"正在检查提交。所有字段已收集。\",\"statusSubmitting\":\"提交正在处理中。\",\"statusHint\":\"可选字段输入 'skip' 跳过,'back' 返回上一步,'status' 查看进度。\",\"currentValue\":\"当前值:{value}\",\"keepHint\":\"直接回车保留当前值,或输入新值。\",\"reviewIncomplete\":\"仍有必填字段未完成——从第一个未完成的字段继续。\",\"backToReview\":\"返回确认页…\",\"submitFailed\":\"提交失败\",\"helpRestore\":\"恢复上次保存的草稿\",\"restored\":\"已恢复草稿。\",\"noDraft\":\"未找到已保存的草稿。\",\"editNumberHint\":\"输入字段编号即可修改对应字段。\",\"multiHint\":\"输入一个或多个编号,用逗号分隔;或输入 'skip'。\",\"fileHint\":\"用下方选择器选择文件,然后按回车。选填项可输入 'skip'。\",\"fileMissing\":\"这里需要一个文件——先在下方选择,再按回车。\",\"fileWaiting\":\"等待选择文件…\"},\"errors\":{\"required\":\"继续前请填写这一项。\",\"wallet\":\"请输入有效的 0x 开头 EVM 钱包地址。\",\"github\":\"请输入 GitHub 仓库地址,例如 https://github.com/owner/repo。\",\"githubApi\":\"无法通过 GitHub API 校验你的仓库。\\n请确保你的 GitHub 仓库为公开(PUBLIC)状态。\",\"url\":\"请输入有效的 http:// 或 https:// 链接。\",\"context\":\"请至少填写 10 个字符,方便评审理解项目。\",\"tooManyLinks\":\"补充链接最多填写 8 条。\",\"trackRequired\":\"请至少选择 1 个赛道。\",\"urlOrHandle\":\"必须是有效的 URL 或类似 @project 的 handle\",\"contactEmail\":\"请包含联系邮箱,例如 Name, [email protected], CEO。\",\"tooLong\":\"内容过长——最多 {max} 个字符。\",\"teamContact\":\"需包含邮箱、@用户名或链接,例如 [email protected] 或 @project\",\"attentionGithubRepo\":\"参与 Attention Rewards 必须提供公开 GitHub 仓库链接。\",\"referralOtherRequired\":\"请填写你从哪里了解到我们。\",\"tableNumber\":\"请输入 1 到 200 之间的整数桌号。\",\"minChars\":\"请至少填写 {min} 个字符。\",\"selectAtLeastOne\":\"请至少选择一项。\",\"invali
1dChoice\":\"请从列表中选择有效的选项。\",\"agreeRules\":\"提交前请确认并同意提交规则。\",\"xPost\":\"请输入有效的 X(Twitter)帖子链接。\",\"offlineEvents\":\"请选择你将参加的线下活动,或选择“无法参加”。\",\"invalid\":\"该内容无效,请检查后重新填写。\",\"serverGeneric\":\"提交时出现问题,请重试;若仍然失败请联系客服。\",\"serverBusy\":\"提交尝试次数过多,请稍等几分钟后再试。\",\"duplicateRepo\":\"该 GitHub 仓库已被提交过。\",\"duplicateXPost\":\"该 X(Twitter)帖子已被用于其他提交。\",\"xMentions\":\"提交前,你的 X 帖子必须提及所有要求的账号。\",\"submissionsClosed\":\"本活动目前已关闭提交。\",\"roadshowDemo\":\"请回答你是否会参加深圳路演 Demo。\",\"repoLocked\":\"提交后 GitHub 仓库不可更改,请保留原始链接。\",\"editClosed\":\"该项目已无法编辑——编辑窗口已关闭。\",\"notFound\":\"未找到该提交。\",\"updated\":\"已保存。\",\"badVideoUrl\":\"Pitch 视频链接必须是有效的 http/https 地址。\",\"videoClosed\":\"当前未开放补充 Pitch 视频。\",\"videoUpdated\":\"Pitch 视频已更新。\",\"demoVideoUpdated\":\"Demo 视频链接已更新。\",\"demoVideoClosed\":\"Demo 视频补充窗口未开放。\",\"deleteClosed\":\"该提交已不可删除。\",\"deleteHasPayout\":\"已有打款或领奖记录的提交不能删除。\",\"deleted\":\"已删除。\"}},\"sections\":{\"submitter\":{\"title\":\"提交人\",\"description\":\"请填写您的信息,以便我们联系您并处理奖品发放。\"},\"project\":{\"title\":\"项目\",\"description\":\"描述您的项目并分享相关链接。\"},\"contact\":{\"title\":\"sign --contact\",\"description\":\"绑定提交人身份、收款地址和联系方式,用于验证、后续沟通和奖励发放。\"},\"repo\":{\"title\":\"submit --repo\",\"description\":\"登记项目名称和供技术评审查看的 GitHub 仓库。\"},\"demo\":{\"title\":\"submit --demo\",\"description\":\"补充 demo、相关链接和评审理解项目所需的上下文。\"},\"track\":{\"title\":\"submit --track\",\"description\":\"选择项目的分类赛道,并确认榜单项目团队的联系方式。\"},\"competition\":{\"title\":\"参赛材料\",\"description\":\"评审评估参赛项目所需的详细信息——项目介绍、团队、AI 创新、开发进度与商业规划。\"},\"confirm\":{\"title\":\"确认并提交\",\"description\":\"提交前的最后几项确认。\"}},\"fields\":{\"submitterName\":\"你的姓名\",\"submitterPayoutAddress\":\"你的收款地址(ETH Mainnet)\",\"submitterContact\":\"你的联系方式\",\"projectName\":\"项目名称\",\"projectWebsiteUrl\":\"项目官网 / 演示地址\",\"githubRepoUrl\":\"供评审查看的 GitHub 仓库\",\"externalLinks\":\"补充链接(可选)\",\"event\":\"提交活动\",\"eventGeneral\":\"General\",\"category\":\"项目分类\",\"track\":\"赛道\",\"trackNone\":\"-- 请选择赛道 --\",\"stageNone\":\"-- 请选择阶段 --\",\"teamContact\":\"项目团队联系方式\",\"rankingReason\":\"给评审的项目说明\",\"projectIntroduction\":\"项目介绍\",\"projectLogoUrl\":\"项目 Logo URL(可选)\",\"whitepaperLink\":\"白皮书链接(可选)\",\"deckLink\":\"路演 PPT 链接(可选)\",\"officialTwitter\":\"官方 Twitter / X(可选)\",\"officialDiscord\":\"官方 Discord(可选)\",\"officialTelegram\":\"官方 Telegram(可选)\",\"primaryContact\":\"主要联系人(姓名、邮箱、职位)\",\"secondaryContact\":\"次要联系人(姓名、邮箱、职位)(可选)\",\"teamBackground\":\"核心团队成员背景\",\"projectStage\":\"项目阶段\",\"projectTagline\":\"项目简介(一句话)\",\"teamBase\":\"团队所在地\",\"teamBaseNone\":\"选择大洲 / 地区\",\"teamCity\":\"城市\",\"submitterIdentity\":\"提交身份\",\"submitterTelegram\":\"TELEGRAM\",\"submitterWechat\":\"微信\",\"submitterLinkedin\":\"LINKEDIN\",\"submitterPhone\":\"手机号\",\"attentionRewards\":\"参与 OPENARENA ATTENTION REWARDS(可选)\",\"demoVideoLink\":\"Demo 视频链接\",\"pitchVideoUrl\":\"Pitch 视频链接(可选)\",\"projectInnovationAi\":\"项目与 AI 相关的创新点\",\"developmentProgressTimeline\":\"当前开发进度\",\"expectedRevenueSources\":\"预期收入来源\",\"agreeRules\":\"我确认提交信息真实准确,并同意活动规则。\",\"teamAware\":\"团队是否知情?\",\"createTrackingIssue\":\"自动创建 GitHub 跟踪 issue\",\"additionalNotes\":\"附加说明(可选)\",\"xPostUrl\":\"X(推特)帖子\",\"painPointSolved\":\"解决的痛点\",\"githubRepoOptional\":\"GitHub 仓库(如有
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1weight\":\"权重\"}},\"JudgesPage\":{\"badge\":\"OpenArena Network\",\"title\":\"OpenArena 网络\",\"subtitle\":\"来自 AI、Crypto 与风险投资一线的评委与 VC 网络——随城市站巡回持续扩充。\",\"verified\":\"已认证\",\"panelLabel\":\"OpenArena 网络 · N={count}\",\"poweredBy\":\"Powered by OpenArena.to\",\"cohortBq\":\"评委网络 · BUIDL_QUESTS\",\"cohortSgOpc\":\"评委网络 · 新加坡\",\"cohortHzOpc\":\"评委网络 · 杭州\",\"vcNetwork\":\"VC 网络\",\"vcEmpty\":\"VC 名录正在入驻中——敬请期待。\",\"activity\":\"已评 {count} 项\",\"displayOnly\":\"仅展示\",\"joinTitle\":\"JOIN THE JUDGE NETWORK →\",\"joinBody\":\"邀请 AI / Crypto / VC 领域的专家加入评委网络,参与 BUIDL_QUESTS 2026 与城市站评审。点击申请,通过审核后即可展示。\",\"joinCta\":\"申请加入\",\"joinVcTitle\":\"JOIN THE VC NETWORK →\",\"joinVcBody\":\"来自 AI 与 Crypto 一线的投资人——申请加入并展示在 OpenArena VC 网络上。\",\"joinVcCta\":\"申请加入\",\"legendTitle\":\"徽章说明\",\"legendHint\":\"评委头像右下角的像素记号代表其专长领域(最多 3 枚),由评委标签自动归类生成。\",\"legend\":{\"web3\":\"Web3 / Crypto\",\"community\":\"社区 / 教育 / 生态\",\"infra\":\"基础设施 / 硬件\",\"standards\":\"标准 / 规范\",\"capital\":\"资本 / 孵化\",\"ai\":\"AI / ML / 研究\"},\"vcAnonymous\":\"匿名投资人\",\"vcFocus\":\"投资领域\",\"vcStages\":\"关注阶段\"},\"RulesPage\":{\"badge\":\"官方规则\",\"title\":\"BUIDL_QUESTS 2026 规则\",\"backHome\":\"返回排行榜\",\"sections\":{\"bq\":{\"title\":\"BUIDL_QUESTS 2026\",\"a\":\"a. 本规则适用于 BUIDL_QUESTS 2026。\",\"b\":\"b. BUIDL_QUESTS 2026 是 amber.ac 面向 AI 原生创始人、Agent 开发者、加密基础设施团队与超级个体的全球 AI 与 AI Crypto 创业比赛,作为 OpenArena.to 上的专属赛道运行。报名于 2026 年 7 月 6 日开放。所有项目提交均在 OpenArena 上进行,比赛最终以新加坡总决赛收官。\",\"bi\":\"i. 正式启动与报名开放时间为 2026 年 7 月 6 日。提交窗口自 2026 年 7 月 6 日开始,至 2026 年 8 月 15 日 18:00(SGT/GMT+8)截止。\",\"bii\":\"ii. 评审与线上面试将于 2026 年 8 月 18 日至 9 月 10 日进行。\",\"biii\":\"iii. 结果公布安排如下:Top 20 团队于 2026 年 9 月 11 日公布,Top 10 决赛入围团队于 2026 年 9 月 24 日公布。\",\"biv\":\"iv. BUIDL_QUESTS 2026 将以线下新加坡总决赛收官,包括 2026 年 10 月 5 日的 Pitch Day(仅限 VC、Top 10 团队与 BUIDL_QUESTS 合作伙伴参加),以及 2026 年 10 月 6 日在新加坡 CHIJMES 举行的 Final Day(颁奖与峰会)。\",\"bv\":\"v. 所有 Top 10 决赛入围团队须亲自出席线下新加坡总决赛。未能出席可能导致该团队丧失决赛入围资格和/或相关奖项。\",\"c\":\"c. 城市活动与线上活动将于 2026 年 7 月至 8 月在新加坡、中国、美国、英国、欧洲及东南亚各地举行。\",\"age\":{\"title\":\"年龄限制:\",\"text\":\"参赛者须年满 16 周岁。未满 18 周岁的参赛者须获得其法定父母或监护人的明确同意方可参加 BUIDL_QUESTS 2026,并须在报名时提供父母或监护人的相关信息。\"},\"geo\":{\"title\":\"地域限制:\",\"text\":\"同意参加 BUIDL_QUESTS 2026 即表示你声明:你居住在 BUIDL_QUESTS 2026 可合法提供服务的司法辖区,且你未被列入任何贸易或经济制裁名单,包括但不限于联合国安理会制裁名单;未被认定为“政治公众人物”;不受新加坡金融管理局(MAS)恐怖主义融资与毒品贩运制裁名单的限制;亦未被列入新加坡警察部队或内政部维护的任何名单。amber.ac 和/或 Amber Group 保留选择其运营市场与司法辖区的权利,并可自行决定在某些国家限制或拒绝参加 BUIDL_QUESTS 2026。\"}},\"tracks\":{\"title\":\"赛道与主题\",\"a\":\"a. BUIDL_QUESTS 2026 的主题为“自治智能体与主权”(Autonomous Agents \u0026 Sovereignty)。每支 BUIDL_QUESTS 2026 团队须在提交时从以下赛道中选择一(1)个主赛道:(i) 自治智能体;(ii) 主权;(iii) 智能体商业;(iv) AI 硬件与应用;(v) OPC / 超级个体。\",\"b\":\"b. 不满足所选赛道要求的项目将被跳过,相关奖项将顺延至下一个符合条件的项目。amber.ac 和/或 Amber Group 保留判定赛道资格的唯一且绝对的酌情权。\",\"c\":\"c. 来自 BUIDL_OPC_Hackathon_SG 及其他城市活动等预选活动的项目,可能被选中直接进入 BUIDL_QUESTS 2026。amber.ac 和/或 Amber Group 保留决定哪些项目(如有
1)可直接入围的唯一且绝对的酌情权,入选团队将另行获知其参赛条款与条件。\"},\"standards\":{\"title\":\"卓越项目标准\",\"teamsTitle\":\"团队\",\"teams\":{\"a\":\"a. 参赛者可组建 BUIDL_QUESTS 2026 团队。个人创始人与团队均欢迎参赛。\",\"b\":\"b. 每支 BUIDL_QUESTS 2026 团队须指定一(1)名参赛者作为团队代表。\",\"c\":\"c. 团队代表须在 amber.ac 要求的日期前,向 amber.ac 提交其团队成员名单。\"},\"multiTitle\":\"多重报名\",\"multi\":{\"a\":\"a. 任何试图以多重身份参赛,或使用任何计划、手段或伎俩违规提交多个参赛作品的人员,将被取消参赛资格。\"}},\"conduct\":{\"1\":\"参赛者来自世界各地,我们期望所有参赛者尊重社区的多样性。包含违法内容、过度淫秽或粗俗语言、过度暴力、裸露或性行为的内容将被标记并移除。辱骂性或可能冒犯他人的内容也可能被标记并移除。\",\"2\":\"BUIDL_QUESTS 2026 涉及现场参与、社区沟通,以及参赛者、amber.ac、Amber Group 与活动合作伙伴之间的协调。由于时
1差、个人事务、工作安排、学业安排及活动运营等原因,回复未必总是即时的。因此,我们请所有相关方相互理解,尊重每个人的边界、外部事务与处境。对参赛者、amber.ac、Amber Group 或活动合作伙伴的不尊重行为包括但不限于:在不合理的短时间内持续发送消息、在主频道刷屏且不给出合理的回复时间、使用辱骂性和/或强迫性语言,以及类似行为。\",\"3\":\"我们重视诚信,期望你在提交内容以及 BUIDL_QUESTS 2026 期间我们与你共享的任何表单中,如实呈现你本人及你的团队。\",\"4\":\"我们赞美创客、创作者与开发者,希望帮助社区中的每个人成长并提升技能。分享反馈时请保持建设性。任何辱骂、威胁、表达仇恨或可能冒犯他人的内容均不可接受,可能导致内容被移除、账号被暂停或终止,或被取消 BUIDL_QUESTS 2026 参赛资格,由 amber.ac 和/或 Amber Group 全权决定。\",\"5\":\"请勿分享或发布你本人或任何他人的个人或隐私信息,包括未经明确许可的任何照片、电话号码、地址、位置信息、个人电子邮箱及社交媒体账号。\",\"6\":\"我们的社区与平台用于展示软件、参加挑战、分享想法与代码、获取反馈并寻找动力。请勿上传无关或露骨内容、重复发布相同内容、发布与所参加活动无关的内容,或向其他用户发送过量的未经请求的消息。\",\"title\":\"参赛者行为准则\"},\"projectRules\":{\"1\":\"提交窗口:2026 年 7 月 6 日至 2026 年 8 月 15 日 18:00(SGT/GMT+8)。\",\"2\":\"团队代表须在官方提交窗口内,通过 OpenArena.to 的网页表单或终端原生流程提交团队作品。每份提交须包含代码仓库、演示、项目描述及一(1)个主赛道。\",\"3\":\"你和你的团队严禁提交并非由你们创作、或并非你们在 BUIDL_QUESTS 2026 期间实际开发的作品。如其他项目可作为有价值的资源,请在社区联系 amber.ac 或 Amber Group,申请将其加入资源列表。\",\"4\":\"每份提交仅根据你和你的团队在 BUIDL_QUESTS 2026 期间完成的工作进行评审。每支团队须在 OpenArena.to 上共享作品源代码,并须在整个比赛期间对代码使用版本管理。任何以单次提交上传大文件且缺乏正常提交历史的仓库,除非能另行证明,否则将被视为不合格。\",\"5\":\"如有人帮助或参与了你的作品,你必须在作品中注明其贡献。\",\"6\":\"在将任何公开仓库用于你的作品之前,请务必检查其许可证,并在作品中对该仓库及其创作者给予适当署名。你不得使用侵犯任何第三方权利(包括隐私权、人格权、精神权利或知识产权)或构成版权侵权的内容,除非你已取得必要授权,或该内容受开源许可证约束。\",\"7\":\"提交 BUIDL_QUESTS 2026 作品时,你必须确保有权使用构成作品全部或部分的任何现有内容,包括但不限于作品中的图片、代码及演示视频。\",\"8\":\"你必须确保已获得所有参与、受托参与或以任何方式对作品或其任何部分作出贡献的个人、场地和/或实体的许可。否则,请勿使用相关材料,也不要将其上传至你的作品。\",\"9\":\"允许在 BUIDL_QUESTS 2026 中使用生成式 AI 工具(包括但不限于 GitHub Copilot 等代码补全工具、ChatGPT 等聊天机器人、Midjourney 或 DALL·E 等图像生成工具及类似工具),前提是不向 AI 工具提供任何个人、机密或受限信息。你和/或你的团队使用 AI 技术的风险自负。如你和/或你的团队向 AI 工具泄露专有、敏感、机密或个人可识别数据,amber.ac 保留取消你和/或你的团队参赛资格的权利,由此产生的一切后果由你和/或你的团队自行承担。\",\"10\":\"你和你的团队有责任确保作品中使用生成式 AI 工具生成的任何代码、数据集或类似资产符合本规则。\",\"title\":\"项目规则\"},\"judging\":{\"title\":\"评审与选拔\",\"a\":\"a. 评委将在 2026 年 8 月 18 日至 9 月 10 日的评审与线上面试期间,按照既定标准选出 Top 20 团队。Top 20 将于 2026 年 9 月 11 日公布。\",\"b\":\"b. Top 20 团队将进入线上路演,从中选出 Top 10 决赛入围团队,并于 2026 年 9 月 24 日公布。\",\"c\":\"c. Top 10 决赛入围团队将晋级新加坡总决赛,参加线下 Pit
1ch Day 与 Demo Day。amber.ac 和/或 Amber Group 保留决定最终名次与奖项分配的唯一且绝对的酌情权。\"},\"ip\":{\"title\":\"知识产权\",\"text\":\"除与相关 BUIDL_QUESTS 2026 团队另有约定(包括依据本规则及 amber.ac 服务条款)外,团队提交作品中存续的所有知识产权仍归该团队所有。\"},\"prizes\":{\"1\":\"BUIDL_QUESTS 2026 的承诺奖池包括 50,000+ 美元的现金奖池,以及 350,000+ 美元的额度与资源。\",\"2\":\"除非 amber.ac 和/或 Amber Group 另行酌情决定,奖项不可叠加。奖项类别及每位获奖者的具体分配将于稍后公布。标题数字代表承诺奖池;实际发放将记录在链上,并在管理后台打款账本中追踪。\",\"3\":\"Top 10 决赛入围团队:每队 2,000 美元差旅支持,用于出席新加坡总决赛。\",\"4\":\"所有 Builder:每位参加 BUIDL_QUESTS 2026 的 builder 均可获得为期 3 个月的 Notion 商业计划,由 Notion 支持。\",\"5\":\"获奖者身份与领奖链接将在结果公布后解锁。不满足所选赛道要求的项目将被跳过,相关奖项将顺延至下一个符合条件的项目。\",\"6\":\"如有要求,参赛团队须通过已注册的公司实体接收奖项权益。奖项获得者须及时、准确地提供 Amber Group、amber.ac 和/或相关奖项合作伙伴要求的必要信息,以领取并兑换相关奖项。与奖项接收和/或使用相关的任何税费由奖项获得者自行承担。\",\"7\":\"完整的资格要求、发放流程与奖项条款将由主办方另行提供。所有入围 Top 10 的团队须亲自出席新加坡总决赛的结果公布与颁奖环节。任何未能在颁奖时到场的团队或个人获奖者将被视为放弃其奖项和/或名次,amber.ac 和/或 Amber Group 保留取消其资格并自行决定重新分配奖项的权利。\",\"title\":\"奖项\"},\"data\":{\"title\":\"数据保护与同意\",\"text\":\"报名参加 BUIDL_QUESTS 2026 即表示参赛者同意 amber.ac、Amber Group 及活动合作伙伴依照适用的数据保护法律(包括新加坡《2012 年个人数据保护法》)收集、使用和披露其个人数据,用途包括活动报名、参赛者沟通、活动运营、评审、奖项管理、赛后跟进及相关活动信息更新。在法律要求的情况下,参赛者还可能被要求就营销信息另行提供单独同意。\"},\"removal\":{\"1\":\"如我们认为你违反了上述任何准则,amber.ac 和/或 Amber Group 保留移除你的内容和/或在平台上封禁或移除你的账号的权利。\",\"2\":\"你确认并同意,如 amber.ac 和/或 Amber Group 合理认定你不符合参加 BUIDL_QUESTS 2026 的资格,其可拒绝你的注册及后续访问,或取消你对 BUIDL_QUESTS 2026 的参与或任何访问权限。\",\"title\":\"内容移除与条款\"},\"terms\":{\"1\":\"除本规则外,请阅读我们的服务条款、隐私政策与行为准则,其中的条款同样适用于你参加 BUIDL_QUESTS 2026。\",\"2\":\"amber.ac 和/或 Amber Group 保留修改本规则的权利,恕不另行通知。\",\"title\":\"通用条款的并入\"}}},\"AdminAuditPanel\":{\"title\":\"操作审计\",\"eyebrow\":\"最近操作\",\"empty\":\"暂无审计记录。\",\"system\":\"系统\",\"on\":\"对象\"},\"AdminCommandPalette\":{\"placeholder\":\"跳转分区或搜索…\",\"noResults\":\"无匹配结果\",\"searchProjects\":\"搜索项目:\\\"{q}\\\"\",\"searchUsers\":\"搜索用户:\\\"{q}\\\"\",\"hintNav\":\"↑↓ 选择 · ↵ 打开 · esc 关闭\",\"sectionTabs\":\"分区\",\"sectionActions\":\"操作\"},\"AdminProjectsTable\":{\"colProject\":\"项目\",\"colCategory\":\"分类\",\"colReview\":\"审核\",\"colScore\":\"分数\",\"colUpdated\":\"更新时间\",\"review\":{\"pending\":\"待审\",\"approved\":\"已通过\",\"rejected\":\"已拒绝\"}},\"AdminSpecialPanel\":{\"badge\":\"BUIDL_OPC_HZ_0725 · 特别控制台\",\"assignTitle\":\"分组分配\",\"assignHint\":\"先点击一位评委选中,再点击下方桌子方块,用该评委的颜色为桌子上色。红色为桌号,绿色为项目数。保存后分组即写入数据库——评委会立即在评委控制台看到自己的桌子和项目。\",\"noJudges\":\"暂无在任的 C 级评委。请先在「用户」标签页设置评委。\",\"selectJudgeTitle\":\"选中 {judge} 并开始分配桌子\",\"totalRow\":\"合计\",\"totalAssigned\":\"已分配项目数\",\"legend\":\"图例\",\"legendTable\":\"桌号\",\"legendProjects\":\"项目数\",\"activeTables\":\"活跃桌位\",\"activeTablesHint\":\"当前分配给:{judge} —— 点击方块进行分配 / 取消。点击其他评委的方块则改派给当前评委。\",\"selectJudgeFirst\":\"请先在上方选中一位评委,再点击桌子方块进行分配。\",\"noActiveTables\":\"暂无活跃桌位——收到带桌号的 OPC 杭州赛提交后即会出现。\",\"assignedTo\":\"已分配给 {judge} —— 点击可更改\",\"unassigned\":\"未分配——点击分配给当前选中评委\",\"generateGrouping\":\"生成分组\",\"saveGrouping\":\"保存分组\",\"deleteGroups\":\"删除分组\",\"deleteGroupsConfirm\":\"确认删除?\",\"deleting\":\"删除中…\",\"saving\":\"保存中…\",\"unsavedChanges\":\"有未保存的更改\",\"generalVoteTitle\":\"大众投票\",\"generalVoteHint\":\"开启大众投票后:每位 OPC 杭州赛参赛者及 VOTER 角色用户可在 OPC 杭州赛排行榜上投出 3 票(不能投给自己的项目),并可查看金色 LIVE VOTES 实时追踪页。关闭投票将锁定冠军、把其固定到评委排行榜,并在追踪页播放冠军庆典。\",\"statusLabel\":\"状态\",\"status\":{\"INACTIVE\":\"未开始\",\"OPEN\":\"进行中\",\"CLOSED\":\"已关闭\"},\"totalVotes\":\"总票数\",\"uniqueVoters\":\"投票人数\",\"championLabel\":\"冠军\",\"openVote\":\"开启大众投票\",\"reopenVote\":\"重新开启大众投票\",\"openVoteConfirm\":\"确认开启?\",\"closeVote\":\"关闭投票\",\"closeVoteConfirm\":\"确认关闭?\",\"working\":\"处理中…\",\"liveVotes\":\"实时票数\",\"viewFinale\":\"查看庆典\",\"clearVotes\":\"清空投票\",\"clearVotesConfirm\":\"确认清空?将
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1:\"会显示在你的名片上(选择匿名则不显示)。投资额度永不公开,仅用于为你匹配项目。\",\"x\":\"X 账号\",\"linkedin\":\"领英\",\"telegram\":\"Telegram\",\"fundX\":\"基金 X 账号\",\"photo\":\"名片头像\",\"photoHint\":\"JPG / PNG / WebP / HEIC,5 MB 以内。建议使用清晰的正面照。\",\"posterNamed\":\"审核通过后会作为你在 VC Network 名片上的照片(选择匿名则不显示)。\",\"photoOnFile\":\"已有照片存档——仅在需要替换时重新上传。\",\"previewTitle\":\"名片预览\",\"previewHint\":\"审核通过后你在 VC Network 上的大致样子——随输入实时更新。\",\"previewEyebrow\":\"VC NETWORK\",\"previewRole\":\"VC Network · 投资人\",\"previewAnonymous\":\"匿名——你的姓名、照片和链接都不会公开。\",\"approvedCta\":\"编辑我的名片\",\"approvedEditNotice\":\"你已通过审核,已加入 OpenArena.to VC Network。下面是你当前的名片信息——可以直接修改并保存,网络页面会同步更新。\",\"nameOnProfile\":\"姓名请在个人主页修改。\",\"saveCard\":\"保存我的名片\",\"saved\":\"已保存——名片已更新。\",\"missingCount\":\"还有 {count} 项必填信息未填写——请在下方补充。\"},\"dinner\":{\"optIn\":\"报名 10/5 投资人私享晚宴\",\"optInHint\":\"10 月 5 日晚 · 新加坡 · Pitch Day 结束后——仅限受邀 VC,与 Top 10 团队及 BUIDL_QUESTS 合作伙伴共进晚餐。勾选即表示你会出席。\",\"lumaHint\":\"请同时在 Luma 报名以保留座位:\",\"lumaCta\":\"前往 Luma 报名\",\"save\":\"保存晚宴报名\"}},\"top20\":{\"eyebrow\":\"OpenArena.to Top 20 在线 Pitch\",\"intro\":\"诚邀你参加 Top 20 在线 Pitch:BUIDL_QUESTS 2026 入围的 20 支团队将通过视频向我们网络中的少量投资人现场路演。共提供三个两小时时段,选择你方便参加的时段即可。\",\"outro\":\"勾选所有你能参加的时段,上传一张用于投资人海报的照片并提交。提交后你也会同时加入 OpenArena.to VC 网络,后续有匹配你基金的项目将推送给对应的 VC 账号。\",\"progressLink\":\"查看进展与评审阵容\"},\"top10\":{\"eyebrow\":\"OpenArena.to Top 10 Pitch Day · 新加坡\",\"intro\":\"诚邀你担任 2026 年 10 月 5 日新加坡 Top 10 Pitch Day 的评委:BUIDL_QUESTS 2026 的 10 支决赛团队将在闭门场地面向投资人与评委现场路演。两场各 5 个项目(每个 10 分钟 pitch + 5 分钟 Q\u0026A),随后评委合议、合影与 networking。\",\"agendaTitle\":\"议程 · 10 月 5 日\",\"agenda\":{\"checkin\":\"签到\",\"opening\":\"开场 · 赛制与奖项、评委介绍\",\"session1\":\"Pitch Session I · 5 个项目 × 20 分钟(15 pitch + 5 Q\u0026A)\",\"break\":\"休息\",\"session2\":\"Pitch Session II · 5 个项目 × 20 分钟(同上)\",\"deliberation\":\"评委合议——Judging Room · 汇总打分 · 确认名次\",\"networking\":\"结束\"},\"outro\":\"在下方确认出席,填写 X 与领英,上传一张评委海报用照片并提交。提交后你也会同时加入 OpenArena.to VC 网络,后续有匹配你基金的项目将推送给对应的 VC 账号。\",\"expand\":\"议程与说明\",\"collapse\":\"收起\"},\"terminal\":{\"localCli\":\"本地 CLI\",\"sequence\":\"输入序列\",\"progress\":\"第 {current}/{total} 步\",\"complete\":\"等待确认\",\"required\":\"必填\",\"optional\":\"可选\",\"back\":\"上一步\",\"confirm\":\"确认并继续\",\"finish\":\"完成输入\",\"edit\":\"从头编辑\",\"reviewTitle\":\"检查申请内容\",\"modeLabel\":\"模式\",\"modeTerminal\":\"终端\",\"modeClassic\":\"经典表单\",\"console\":{\"welcome\":\"欢迎。在这里直接申请加入 OpenArena.to VC 网络。\",\"hint\":\"输入 'apply' 或 'submit' 开始,'help' 查看命令。上下键翻历史。\",\"unknown\":\"命令未找到:{cmd} —— 输入 'help'\",\"helpHeader\":\"可用命令:\",\"helpSubmit\":\"开始引导式申请\",\"helpForm\":\"切换到经典表单\",\"helpClear\":\"清屏\",\"helpStatus\":\"显示当前进度和步骤\",\"helpHelp\":\"显示帮助\",\"booleanHint\":\"输入 y 或 n\",\"selectInvalid\":\"请输入上面列出的序号之一。\",\"reviewHeader\":\"检查申请内容:\",\"reviewHint\":\"输入 'confirm' 提交,输入字段编号修改对应字段,或 'cancel' 取消。\",\"submitting\":\"正在提交到 OpenArena...\",\"done\":\"申请已发送——审核后我们会邮件通知你。\",\"cancelled\":\"已取消。输入 'submit' 重新开始。\",\"alreadyAtStart\":\"已经是第一步。输入 'cancel' 重新开始。\",\"statusIdle\":\"当前没有进行中的申请。输入 'apply' 开始。\",\"statusPrompt\":\"当前步骤:\",\"statusReview\":\"正在检查提交。所有字段已收集。\",\"statusSubmitting\":\"提交正在处理中。\",\"statusHint\":\"可选字段输入 'skip' 跳过,'back' 返回上一步,'status' 查看进度。\",\"currentValue\":\"当前值:{value}\",\"keepHint\":\"直接回车保留当前值,或输入新值。\",\"reviewIncomplete\":\"仍有必填字段未完成——从第一个未完成的字段继续。\",\"backToReview\":\"返回确认页…\",\"submitFailed\":\"提交失败\",\"helpRestore\":\"恢复上次保存的草稿\",\"restored\":\"已恢复草稿。\",\"noDraft\":\"未找到已保存的草稿。\",\"editNumberHint\":\"输入字段编号即可修改对应字段。\",\"multiHint\":\"输入一个或多个编号,用逗号分隔;或输入 'skip'。\",\"fileHint\":\"用下方选择器选择文件,然后按回车。选填项可输入 'skip'。\",\"fileMissing\":\"这里需要一个文件——先在下方选择,再按回车。\",\"fileWaiting\":\"等待选择文件…\"}
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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="榜单" 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>全部</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>智能体</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>框架</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>技能</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>工具</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>基础设施</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>研究</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>其他</span><span class="text-(--text-tertiary)">161</span></button></div>
1<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="按项目、仓库、作者、网站或备注搜索" 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)">搜索</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>全部 / 319 个项目</span><span class="text-(--text-secondary)">显示第 1-100 条</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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">工具</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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 硬件与应用</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">工具</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">工具</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">框架</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">主权</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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 硬件与应用</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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:
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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.
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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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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.
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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:
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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%.
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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.
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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.
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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;
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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)">自主智能体</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">技能</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">工具</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">基础设施</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">研究</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">智能体商业</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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).
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108Try it live: https://aria-studio.fly.dev/studio (a brief is waiting at Greenlight). Showcase: https://aria-studio-delta.vercel.app
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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.
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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)">超级个体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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.
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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)">自主智能体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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 硬件与应用</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">智能体</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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.
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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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">超级个体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">自主智能体</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)">其他</span><span class="ml-auto"><span class="inline-flex gap-1"><span title="GH · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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">排名</th><th class="border-b-2 border-(--border-color) px-6 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">项目名称</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">场景</th><th class="border-b-2 border-(--border-color) px-4 py-4 text-left text-[11px] uppercase tracking-widest text-(--text-secondary)">类别</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)">总分</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">排名变化</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">来源</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">详情</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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">工具</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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 硬件与应用</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">基础设施</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">工具</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">工具</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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]">18.95</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">框架</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">基础设施</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">主权</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)">基础设施</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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 硬件与应用</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)">基础设施</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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.
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168Two things set us apart from every other trip-planning app:
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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.
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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)">自主智能体</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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.
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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.
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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.
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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.
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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)">自主智能体</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)">基础设施</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">技能</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">工具</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">基础设施</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">研究</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">智能体商业</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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).
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243Try it live: https://aria-studio.fly.dev/studio (a brief is waiting at Greenlight). Showcase: https://aria-studio-delta.vercel.app
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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.
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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)">超级个体</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">智能体</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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 硬件与应用</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">智能体</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">超级个体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 计入" 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 · 无信号" 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 · 无信号" 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="/zh/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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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="/zh/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)">自主智能体</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)">其他</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 · 计入" 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 · 无信号" 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 · 无信号" 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 · 无信号" 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)">排行榜分页</p><p class="mt-1 text-[13px] leading-5 text-(--text-primary) sm:text-sm">显示第 1-100 条,共 319 个项目</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)">首页</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)">上一页</button><span class="col-span-2 row-start-1 min-w-0 text-center text-(--text-secondary) sm:row-auto sm:min-w-28">第 1 / 4 页</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)">下一页</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)">末页</button></div></div></div></div>
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