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https://kitploit.com/en/posts/skyvern-6756867a08a9a525

html kitploit.com collected 2026-10-02 02:20:28 UTC 126,014 bytes, 142 lines download raw bytes

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1<script type="application/ld+json">{"@context":"https://schema.org","@type":"Article","headline":"skyvern v1.0.55","description":"Automate browser based workflows with AI","author":{"@type":"Organization","name":"Kitploit"},"publisher":{"@type":"Organization","name":"Kitploit","url":"https://kitploit.com/"},"mainEntityOfPage":"https://kitploit.com/en/posts/skyvern-6756867a08a9a525","url":"https://kitploit.com/en/posts/skyvern-6756867a08a9a525","datePublished":"2026-10-02T01:47:01.347256Z","dateModified":"2026-10-02T01:47:01.347256Z","image":["https://kitploit.com/production/public/tools/13130/cd2caa0604f940415bfa00c130ec992ebedfbc7934ddf00df0bca03af2248677.png"],"keywords":"Web Security, Crawler, Anti-Bot, CAPTCHA Bypass, AI Security"}</script>
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1<a class="mb-6 inline-flex items-center gap-1.5 text-body-sm text-primary hover:text-primary-container transition-colors" href="/en/updates"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-left size-3.5" aria-hidden="true"><path d="m12 19-7-7 7-7"></path><path d="M19 12H5"></path></svg>Back to updates</a><article class="grid grid-cols-1 lg:grid-cols-3 gap-6 lg:gap-8"><div class="lg:col-span-2 min-w-0"><section class="relative mb-8 overflow-hidden rounded-xl"><div class="absolute inset-0 bg-surface-container-high" aria-hidden="true"></div><img alt="" decoding="async" data-nimg="fill" class="object-cover opacity-[var(--tool-hero-art-opacity)]" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" src="https://assets.kitploit.com/production/public/tools/13130/cd2caa0604f940415bfa00c130ec992ebedfbc7934ddf00df0bca03af2248677.png"/><div class="absolute inset-0 bg-[radial-gradient(circle_at_78%_18%,transparent_0,rgba(0,0,0,0.04)_38%,rgba(0,0,0,0.28)_100%)]" aria-hidden="true"></div><div class="absolute inset-0 bg-gradient-to-r from-surface via-surface/78 to-surface/30" aria-hidden="true"></div><div class="absolute inset-0 bg-gradient-to-t from-surface/95 via-trans
1parent to-transparent" aria-hidden="true"></div><div class="relative z-10 flex min-h-[200px] items-start p-5 pt-6 sm:p-7 sm:pt-8 lg:min-h-[240px] lg:p-10"><div class="max-w-3xl"><div class="mb-3 flex flex-wrap items-center gap-2"><span class="inline-flex items-center rounded-full border border-primary/20 bg-primary/10 px-2 py-0.5 text-xs font-medium text-primary">New release</span><span class="inline-flex items-center gap-1.5 text-body-sm text-on-surface"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-calendar-days size-3.5" aria-hidden="true"><path d="M8 2v4"></path><path d="M16 2v4"></path><rect width="18" height="18" x="3" y="4" rx="2"></rect><path d="M3 10h18"></path><path d="M8 14h.01"></path><path d="M12 14h.01"></path><path d="M16 14h.01"></path><path d="M8 18h.01"></path><path d="M12 18h.01"></path><path d="M16 18h.01"></path></svg>Oct 2, 2026</span></div><h1 class="mb-2 break-words text-[1.5rem] sm:text-[2rem] leading-[1.2] text-on-surface">skyvern v1.0.55</h1><p class="mb-5 max-w-3xl text-[1.125rem] leading-relaxed text-on-surface sm:mb-7 sm:text-[1.375rem]">Automate browser based workflows with AI</p></div></div></section><div class="flex flex-wrap items-center justify-end gap-1.5 mb-4" aria-label="Share" role="group"><span class="mr-1 inline-flex items-center gap-1.5 text-body-sm font-medium text-on-surface-variant"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-share2 lucide-share-2 size-4 text-primary" aria-hidden="true"><circle cx="18" cy="5" r="3"></circle><circle cx="6" cy="12" r="3"></circle><circle cx="18" cy="19" r="3"></circle><line x1="8.59" x2="15.42" y1="13.51" y2="17.49"></line><line x1="15.41" x2="8.59" y1="6.51" y2="10.49"></line></svg>Share</span><div aria-live="polite" class="sr-only"></div><button type="button" title="Copy link" aria-label="Copy link" class="inline-flex h-9 w-9 items-center justify-center rounded-full text-on-surface-variant transition-colors hover:bg-primary/10 hover:text-primary focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-primary"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-copy size-4" aria-hidden="true"><rect width="14" height="14" x="8" y="8" rx="2" ry="2"></rect><path d="M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2"></path></svg></button><a href="https://x.com/intent/tweet?url=https%3A%2F%2Fkitploit.com%2Fposts%2Fskyvern-6756867a08a9a525&amp;text=skyvern+v1.0.55+%E2%80%94+Automate+browser+based+workflows+with+AI" title="X" aria-label="X" class="inline-flex h-9 w-9 items-center justify-center rounded-full text-on-surface-variant transition-colors hover:bg-primary/10 hover:text-primary focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-primary" target="_blank" rel="noopener noreferrer"><svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"></path></svg></a><a href="https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fkitploit.com%2Fposts%2Fskyvern-6756867a08a9a525" title="LinkedIn" aria-label="LinkedIn" class="inline-flex h-9 w-9 items-center justify-center rounded-full text-on-surface-variant transition-colors hover:bg-primary/10 hover:text-primary focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-primary" target="_blank" rel="noopener noreferrer"><svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true"><path d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433a2.062 2.062 0 01-2.063-2.065 2.064 2.064 0 112.063 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z"></path></svg></a><a href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fkitploit.com%2Fposts%2Fskyvern-6756867a08a9a525" title="Facebook" aria-label="Facebook" class="inline-flex h-9 w-9 items-center justify-center rounded-full text-on-surface-variant transition-colors hover:bg-primary/10 hover:text-primary focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-primary" target="_blank" rel="noopener noreferrer">
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2<h1 align="center" id="-1725">
3 <a href="https://www.skyvern.com" rel="noopener noreferrer" target="_blank">
4  <picture>
5    <source media="(prefers-color-scheme: dark)" srcset="fern/images/skyvern_logo.png">
6    <img height="120" src="https://assets.kitploit.com/production/public/readmes/13130/ac0ac333311eb6f0a4c7ad44087b1c4843a4f3d52d7
6a6494da305969b57fd38f.png">
7  </picture>
8 </a>
9 <br>
10</h1>
11<p align="center">
12🐉 Automate Browser-based workflows using LLMs and Computer Vision 🐉
13</p>
14<p align="center">
15  <a href="https://www.skyvern.com/" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/badge/Website-blue?logo=googlechrome&#x26;logoColor=black"></a>
16  <a href="https://www.skyvern.com/docs/" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/badge/Docs-yellow?logo=gitbook&#x26;logoColor=black"></a>
17  <a href="https://discord.gg/fG2XXEuQX3" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/discord/1212486326352617534?logo=discord&#x26;label=discord"></a>
18  
19  <a href="https://github.com/skyvern-ai/skyvern" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/github/stars/skyvern-ai/skyvern"></a>
20  <a href="https://github.com/Skyvern-AI/skyvern/blob/main/LICENSE" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/github/license/skyvern-ai/skyvern"></a>
21  <a href="https://twitter.com/skyvernai" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/twitter/follow/skyvernai?style=social"></a>
22  <a href="https://www.linkedin.com/company/95726232" rel="noopener noreferrer" target="_blank"><img src="https://img.shields.io/badge/Follow%20%20on%20LinkedIn-8A2BE2?logo=linkedin"></a>
23</p>
24<p><a href="https://www.skyvern.com" rel="noopener noreferrer" target="_blank">Skyvern</a> automates browser-based workflows using LLMs and computer vision. It provides a Playwright-compatible SDK that adds AI functionality on top of playwright, as well as a no-code workflow builder to help both technical and non-technical users automate manual workflows on any website, replacing brittle or unreliable automation solutions.</p>
25<p align="center">
26  <img src="https://assets.kitploit.com/production/public/readmes/13130/a114374ce5e26eb559503d84aa24449d9b6c2eadc6bdf7ded28de0f96b9ff023.gif">
27</p>
28<p>Traditional approaches to browser automations required writing custom scripts for websites, often relying on DOM parsing and XPath-based interactions which would break whenever the website layouts changed.</p>
29<p>Instead of only relying on code-defined XPath interactions, Skyvern relies on Vision LLMs to learn and interact with the websites.</p>
30<h1 id="how-it-works-237">How it works</h1>
31<p>Skyvern was inspired by the Task-Driven autonomous agent design popularized by <a href="https://github.com/yoheinakajima/babyagi" rel="noopener noreferrer" target="_blank">BabyAGI</a> and <a href="https://github.com/Significant-Gravitas/AutoGPT" rel="noopener noreferrer" target="_blank">AutoGPT</a> -- with one major bonus: we give Skyvern the ability to interact with websites using browser automation libraries like <a href="https://playwright.dev/" rel="noopener noreferrer" target="_blank">Playwright</a>.</p>
32<p>Skyvern uses a swarm of agents to comprehend a website, and plan and execute its actions:</p>
33<picture>
34  <source media="(prefers-color-scheme: dark)" srcset="fern/images/skyvern_2_0_system_diagram.png">
35  <img src="https://assets.kitploit.com/production/public/readmes/13130/badc4fc58744a52672a8dc17adcfd68162394d8518dbf7e728b5d7038e87e2d6.png">
36</picture>
37<p>This approach has a few advantages:</p>
38<ol>
39<li>Skyvern can operate on websites it's never seen before, as it's able to map visual elements to actions necessary to complete a workflow, without any customized code</li>
40<li>Skyvern is resistant to website layout changes, as there are no pre-determined XPaths or other selectors our system is looking for while trying to navigate</li>
41<li>Skyvern is able to take a single workflow and apply it to a large number of websites, as it's able to reason through the interactions necessary to complete the workflow
42A detailed technical report can be found <a href="https://www.skyvern.com/blog/skyvern-2-0-state-of-the-art-web-navigation-with-85-8-on-webvoyager-eval/" rel="noopener noreferrer" target="_blank">here</a>.</li>
43</ol>
44<h1 id="demo-234">Demo</h1>
45
46<p><a href="https://github.com/user-attachments/assets/5cab4668-e8e2-4982-8551-aab05ff73a7f" rel="noopener noreferrer" target="_blank">https://github.com/user-attachments/assets/5cab4668-e8e2-4982-8551-aab05ff73a7f</a></p>
47<h1 id="quickstart-83">Quickstart</h1>
48<h2 id="skyvern-cloud-20">Skyvern Cloud</h2>
49<p><a href="https://app.skyvern.com" rel="noopener noreferrer" target="_blank">Skyvern Cloud</a> is a managed cloud version of Skyvern that allows you to run Skyvern without worrying about the infrastru
49cture. It allows you to run multiple Skyvern instances in parallel and comes bundled with anti-bot detection mechanisms, proxy network, and CAPTCHA solvers.</p>
50<p>If you'd like to try it out, navigate to <a href="https://app.skyvern.com" rel="noopener noreferrer" target="_blank">app.skyvern.com</a> and create an account.</p>
51<h2 id="run-locally-ui-server-12">Run Locally (UI + Server)</h2>
52<p>Choose your preferred setup method:</p>
53<blockquote>
54<p><strong>Database default</strong>: <code>skyvern quickstart</code> and <code>skyvern run server</code> default to a SQLite database at <code>~/.skyvern/data.db</code> so the pip path works without Postgres or Docker. To use Postgres instead, pass <code>--postgres</code> for a local container or <code>--database-string</code> for an existing database. Docker Compose always uses the bundled Postgres service.</p>
55</blockquote>
56<h3 id="option-a-pip-install-recommended-for-python-managed-local-setup-12">Option A: pip install (Recommended for Python-managed local setup)</h3>
57<p>Dependencies needed:</p>
58<ul>
59<li><a href="https://www.python.org/downloads/" rel="noopener noreferrer" target="_blank">Python 3.11, 3.12, or 3.13</a></li>
60</ul>
61<p>Additionally, for Windows:</p>
62<ul>
63<li><a href="https://rustup.rs/" rel="noopener noreferrer" target="_blank">Rust</a></li>
64<li>VS Code with C++ dev tools and Windows SDK</li>
65</ul>
66<h4 id="1-install-skyvern-12">1. Install Skyvern</h4>
67<pre><code class="language-bash">pip install "skyvern[all]"
68</code></pre>
69<h4 id="2-run-skyvern-12">2. Run Skyvern</h4>
70<pre><code class="language-bash">skyvern quickstart
71</code></pre>
72<p>The pip quickstart uses SQLite by default. For a local Postgres container, run <code>skyvern quickstart --postgres</code>.</p>
73<h3 id="option-b-docker-compose-12">Option B: Docker Compose</h3>
74<p>Use this option if you want everything containerized (Postgres, API, UI) and don't want to install Python/Node locally.</p>
75<ol>
76<li>Install <a href="https://www.docker.com/products/docker-desktop/" rel="noopener noreferrer" target="_blank">Docker Desktop</a></li>
77<li>Clone the repository:
78<pre><code class="language-bash">git clone https://github.com/skyvern-ai/skyvern.git &#x26;&#x26; cd skyvern
79</code></pre>
80</li>
81<li>Configure your LLM provider in <code>.env</code> (the <code>quickstart --docker-compose</code> command below will create it from <code>.env.example</code> if missing):
82<pre><code class="language-bash">cp .env.example .env  # if not already created
83# edit .env to add your LLM API key
84</code></pre>
85</li>
86<li>Start everything:
87<pre><code class="language-bash">docker compose up -d
88</code></pre>
89</li>
90<li>Open <a href="http://localhost:8080" rel="noopener noreferrer" target="_blank">http://localhost:8080</a></li>
91</ol>
92<h3 id="troubleshooting-49">Troubleshooting</h3>
93<p><strong><code>(sqlite3.OperationalError) table organizations already exists</code></strong> — You hit a known bug in <code>pip install skyvern==1.0.31</code>. Fix:</p>
94<pre><code class="language-bash">rm ~/.skyvern/data.db   # remove the leftover SQLite file
95pip install --upgrade skyvern   # 1.0.32+ contains the fix
96skyvern quickstart
97</code></pre>
98<p>If you are still on 1.0.31 and cannot upgrade, install via uv instead:</p>
99<pre><code class="language-bash">uv pip install skyvern
100</code></pre>
101<p><strong><code>pip install skyvern</code> fails with ResolutionImpossible (litellm / fastmcp)</strong> — You hit a dependency-resolution conflict in 1.0.31. Either upgrade to 1.0.32+ or use uv: <code>uv pip install skyvern</code>.</p>
102<h2 id="sdk-30">SDK</h2>
103<p><strong>Skyvern is a Playwright extension that adds AI-powered browser automation.</strong> It gives you the full power of Playwright with additional AI capabilities—use natural language prompts to interact with elements, extract data, and automate complex multi-step workflows.</p>
104<p><strong>Installation:</strong></p>
105<ul>
106<li>Python SDK / cloud API: <code>pip install skyvern</code></li>
107<li>Local server + packaged UI: <code>pip install "skyvern[all]"</code> then run <code>skyvern quickstart</code></li>
108<li>Local server + packaged UI with Postgres: <code>pip install "skyvern[all]"</code> then run <code>skyvern quickstart --postgres</code></li>
109<li>Packaged UI for an existing API: <code>pip install "skyvern[ui]"</code> then run
110<code>skyvern run ui --api-url &#x3C;api-url> --api-key &#x3C;api-key></code></li>
111<li>TypeScript: <code>npm install @skyvern/client</code></li>
112</ul>
113<h3 id="ai-powered-page-commands-12">AI-Powered Page Commands</h3>
114<p>Skyvern adds four core AI commands directly on the page object:</p>
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140<table><thead><tr><th>Command</th><th>Description</th></tr></thead><tbody><tr><td><code>page.act(prompt)</code></td><td>Perform actions using natural language (e.g., "Click the login button")</td></tr><tr><td><code>page.extract(prompt, schema)</code></td><td>Extract structured data from the page with optional JSON schema</td></tr><tr><td><code>page.validate(prompt)</code></td><td>Validate page state, returns <code>bool</code> (e.g., "Check if user is logged in")</td></tr><tr><td><code>page.prompt(prompt, schema)</code></td><td>Send arbitrary prompts to the LLM with optional response schema</td></tr></tbody></table>
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141<script>self.__next_f.push([1,"\n\u003ch1 align=\"center\" id=\"-1725\"\u003e\n \u003ca href=\"https://www.skyvern.com\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\n  \u003cpicture\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"fern/images/skyvern_logo.png\"\u003e\n    \u003cimg height=\"120\" src=\"https://assets.kitploit.com/production/public/readmes/13130/ac0ac333311eb6f0a4c7ad44087b1c4843a4f3d52d7a6494da305969b57fd38f.png\"\u003e\n  \u003c/picture\u003e\n \u003c/a\u003e\n \u003cbr\u003e\n\u003c/h1\u003e\n\u003cp align=\"center\"\u003e\n🐉 Automate Browser-based workflows using LLMs and Computer Vision 🐉\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://www.skyvern.com/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/Website-blue?logo=googlechrome\u0026#x26;logoColor=black\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.skyvern.com/docs/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/Docs-yellow?logo=gitbook\u0026#x26;logoColor=black\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://discord.gg/fG2XXEuQX3\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/discord/1212486326352617534?logo=discord\u0026#x26;label=discord\"\u003e\u003c/a\u003e\n  \n  \u003ca href=\"https://github.com/skyvern-ai/skyvern\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/github/stars/skyvern-ai/skyvern\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/Skyvern-AI/skyvern/blob/main/LICENSE\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/github/license/skyvern-ai/skyvern\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://twitter.com/skyvernai\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/twitter/follow/skyvernai?style=social\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.linkedin.com/company/95726232\" rel=\"noopener noreferrer\" target=\"_blank\"\u003e\u003cimg src=\"https://img.shields.io/badge/Follow%20%20on%20LinkedIn-8A2BE2?logo=linkedin\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://www.skyvern.com\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eSkyvern\u003c/a\u003e automates browser-based workflows using LLMs and computer vision. It provides a Playwright-compatible SDK that adds AI functionality on top of playwright, as well as a no-code workflow builder to help both technical and non-technical users automate manual workflows on any website, replacing brittle or unreliable automation solutions.\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://assets.kitploit.com/production/public/readmes/13130/a114374ce5e26eb559503d84aa24449d9b6c2eadc6bdf7ded28de0f96b9ff023.gif\"\u003e\n\u003c/p\u003e\n\u003cp\u003eTraditional approaches to browser automations required writing custom scripts for websites, often relying on DOM parsing and XPath-based interactions which would break whenever the website layouts changed.\u003c/p\u003e\n\u003cp\u003eInstead of only relying on code-defined XPath interactions, Skyvern relies on Vision LLMs to learn and interact with the websites.\u003c/p\u003e\n\u003ch1 id=\"how-it-works-237\"\u003eHow it works\u003c/h1\u003e\n\u003cp\u003eSkyvern was inspired by the Task-Driven autonomous agent design popularized by \u003ca href=\"https://github.com/yoheinakajima/babyagi\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eBabyAGI\u003c/a\u003e and \u003ca href=\"https://github.com/Significant-Gravitas/AutoGPT\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eAutoGPT\u003c/a\u003e -- with one major bonus: we give Skyvern the ability to interact with websites using browser automation libraries like \u003ca href=\"https://playwright.dev/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003ePlaywright\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eSkyvern uses a swarm of agents to comprehend a website, and plan and execute its actions:\u003c/p\u003e\n\u003cpicture\u003e\n  \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"fern/images/skyvern_2_0_system_diagram.png\"\u003e\n  \u003cimg src=\"https://assets.kitploit.com/production/public/readmes/13130/badc4fc58744a52672a8dc17adcfd68162394d8518dbf7e728b5d7038e87e2d6.png\"\u003e\n\u003c/picture\u003e\n\u003cp\u003eThis approach has a few advantages:\u003c/p\u003e\n\u003col\u003e\n\u003cli\u003eSkyvern can operate on websites it's never seen before, as it's able to map visual elements to actions necessary to complete a workflow, without any customized code\u003c/li\u003e\n\u003cli\u003eSkyvern is resistant to website layout changes, as there are no pre-determined XPaths or other selectors our system is looking for while trying to navigate\u003c/li\u003e\n\u003cli\u003eSkyvern is able to take a single workflow and apply it to a large number of websites, as it's able to reason through the interactions necessary to complete the workflow\nA detailed technical report can be found \u003ca href=\"https://www.skyvern.com/blog/skyvern-2-0-state-of-the-art-web-navigation-with-85-8-on-webvoyager-eval/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003ehere\u003c/a\u003e.\u003c/li\u003e\n\u003c/ol\u003e\n\u003ch1 id=\"demo-234\"\u003eDemo\u003c/h1\u003e\n\n\u003cp\u003e\u003ca href=\"https://github.com/user-attachments/assets/5cab4668-e8e2-4982-8551-aab05ff73a7f\" rel=\"noopener noreferrer\" target=\"_blank\"\u003ehttps://github.com/user-attachments/assets/5cab4668-e8e2-4982-8551-aab05ff73a7f\u003c/a\u003e\u003c/p\u003e\n\u003ch1 id=\"quickstart-83\"\u003eQuickstart\u003c/h1\u003e\n\u003ch2 id=\"skyvern-cloud-20\"\u003eSkyvern Cloud\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://app.skyvern.com\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eSkyvern Cloud\u003c/a\u003e is a managed cloud version of Skyvern that allows you to run Skyvern without worrying about the infrastru
141cture. It allows you to run multiple Skyvern instances in parallel and comes bundled with anti-bot detection mechanisms, proxy network, and CAPTCHA solvers.\u003c/p\u003e\n\u003cp\u003eIf you'd like to try it out, navigate to \u003ca href=\"https://app.skyvern.com\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eapp.skyvern.com\u003c/a\u003e and create an account.\u003c/p\u003e\n\u003ch2 id=\"run-locally-ui-server-12\"\u003eRun Locally (UI + Server)\u003c/h2\u003e\n\u003cp\u003eChoose your preferred setup method:\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003eDatabase default\u003c/strong\u003e: \u003ccode\u003eskyvern quickstart\u003c/code\u003e and \u003ccode\u003eskyvern run server\u003c/code\u003e default to a SQLite database at \u003ccode\u003e~/.skyvern/data.db\u003c/code\u003e so the pip path works without Postgres or Docker. To use Postgres instead, pass \u003ccode\u003e--postgres\u003c/code\u003e for a local container or \u003ccode\u003e--database-string\u003c/code\u003e for an existing database. Docker Compose always uses the bundled Postgres service.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003ch3 id=\"option-a-pip-install-recommended-for-python-managed-local-setup-12\"\u003eOption A: pip install (Recommended for Python-managed local setup)\u003c/h3\u003e\n\u003cp\u003eDependencies needed:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://www.python.org/downloads/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003ePython 3.11, 3.12, or 3.13\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eAdditionally, for Windows:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://rustup.rs/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eRust\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eVS Code with C++ dev tools and Windows SDK\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch4 id=\"1-install-skyvern-12\"\u003e1. Install Skyvern\u003c/h4\u003e\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003epip install \"skyvern[all]\"\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch4 id=\"2-run-skyvern-12\"\u003e2. Run Skyvern\u003c/h4\u003e\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003eskyvern quickstart\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe pip quickstart uses SQLite by default. For a local Postgres container, run \u003ccode\u003eskyvern quickstart --postgres\u003c/code\u003e.\u003c/p\u003e\n\u003ch3 id=\"option-b-docker-compose-12\"\u003eOption B: Docker Compose\u003c/h3\u003e\n\u003cp\u003eUse this option if you want everything containerized (Postgres, API, UI) and don't want to install Python/Node locally.\u003c/p\u003e\n\u003col\u003e\n\u003cli\u003eInstall \u003ca href=\"https://www.docker.com/products/docker-desktop/\" rel=\"noopener noreferrer\" target=\"_blank\"\u003eDocker Desktop\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eClone the repository:\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003egit clone https://github.com/skyvern-ai/skyvern.git \u0026#x26;\u0026#x26; cd skyvern\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003eConfigure your LLM provider in \u003ccode\u003e.env\u003c/code\u003e (the \u003ccode\u003equickstart --docker-compose\u003c/code\u003e command below will create it from \u003ccode\u003e.env.example\u003c/code\u003e if missing):\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003ecp .env.example .env  # if not already created\n# edit .env to add your LLM API key\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003eStart everything:\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003edocker compose up -d\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003eOpen \u003ca href=\"http://localhost:8080\" rel=\"noopener noreferrer\" target=\"_blank\"\u003ehttp://localhost:8080\u003c/a\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003ch3 id=\"troubleshooting-49\"\u003eTroubleshooting\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ccode\u003e(sqlite3.OperationalError) table organizations already exists\u003c/code\u003e\u003c/strong\u003e — You hit a known bug in \u003ccode\u003epip install skyvern==1.0.31\u003c/code\u003e. Fix:\u003c/p\u003e\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003erm ~/.skyvern/data.db   # remove the leftover SQLite file\npip install --upgrade skyvern   # 1.0.32+ contains the fix\nskyvern quickstart\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eIf you are still on 1.0.31 and cannot upgrade, install via uv instead:\u003c/p\u003e\n\u003cpre\u003e\u003ccode class=\"language-bash\"\u003euv pip install skyvern\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ccode\u003epip install skyvern\u003c/code\u003e fails with ResolutionImpossible (litellm / fastmcp)\u003c/strong\u003e — You hit a dependency-resolution conflict in 1.0.31. Either upgrade to 1.0.32+ or use uv: \u003ccode\u003euv pip install skyvern\u003c/code\u003e.\u003c/p\u003e\n\u003ch2 id=\"sdk-30\"\u003eSDK\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eSkyvern is a Playwright extension that adds AI-powered browser automation.\u003c/strong\u003e It gives you the full power of Playwright with additional AI capabilities—use natural language prompts to interact with elements, extract data, and automate complex multi-step workflows.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eInstallation:\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePython SDK / cloud API: \u003ccode\u003epip install skyvern\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eLocal server + packaged UI: \u003ccode\u003epip install \"skyvern[all]\"\u003c/code\u003e then run \u003ccode\u003eskyvern quickstart\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eLocal server + packaged UI with Postgres: \u003ccode\u003epip install \"skyvern[all]\"\u003c/code\u003e then run \u003ccode\u003eskyvern quickstart --postgres\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003ePackaged UI for an existing API: \u003ccode\u003epip install \"skyvern[ui]\"\u003c/code\u003e then run\n\u003ccode\u003eskyvern run ui --api-url \u0026#x3C;api-url\u003e --api-key \u0026#x3C;api-key\u003e\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eTypeScript: \u003ccode\u003enpm install @skyvern/client\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3 id=\"ai-powered-
141page-commands-12\"\u003eAI-Powered Page Commands\u003c/h3\u003e\n\u003cp\u003eSkyvern adds four core AI commands directly on the page object:\u003c/p\u003e\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\u003ctable\u003e\u003cthead\u003e\u003ctr\u003e\u003cth\u003eCommand\u003c/th\u003e\u003cth\u003eDescription\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd\u003e\u003ccode\u003epage.act(prompt)\u003c/code\u003e\u003c/td\u003e\u003ctd\u003ePerform actions using natural language (e.g., \"Click the login button\")\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e\u003ccode\u003epage.extract(prompt, schema)\u003c/code\u003e\u003c/td\u003e\u003ctd\u003eExtract structured data from the page with optional JSON schema\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e\u003ccode\u003epage.validate(prompt)\u003c/code\u003e\u003c/td\u003e\u003ctd\u003eValidate page state, returns \u003ccode\u003ebool\u003c/code\u003e (e.g., \"Check if user is logged in\")\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd\u003e\u003ccode\u003epage.prompt(prompt, schema)\u003c/code\u003e\u003c/td\u003e\u003ctd\u003eSend arbitrary prompts to the LLM with optional response schema\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\n\u003cp\u003eAdditionally, \u003ccode\u003epage.agent\u003c/code\u003e provides higher-level workflow commands:\u003c/p\u003e"])</script>
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