[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-vercel-labs-vercel-sandbox":3,"mdc--pp2oij-key":36,"related-repo-vercel-labs-vercel-sandbox":4336,"related-org-vercel-labs-vercel-sandbox":4428},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":25,"repoUrl":26,"updatedAt":27,"license":28,"forks":29,"topics":30,"repo":31,"sourceUrl":34,"mdContent":35},"vercel-sandbox","run browser automation in Vercel Sandbox","Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app. Use when the user needs browser automation in a Vercel app (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.), wants to run headless Chrome without binary size limits, needs persistent browser sessions across commands, or wants ephemeral isolated browser environments. Triggers include \"Vercel Sandbox browser\", \"microVM Chrome\", \"agent-browser in sandbox\", \"browser automation on Vercel\", or any task requiring Chrome in a Vercel Sandbox.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"vercel-labs","Vercel Labs","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fvercel-labs.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"Vercel","vercel","tag",{"name":17,"slug":18,"type":15},"Automation","automation",{"name":20,"slug":21,"type":15},"Testing","testing",{"name":23,"slug":24,"type":15},"Browser Automation","browser-automation",38346,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-browser","2026-07-17T06:08:28.349899",null,2480,[],{"repoUrl":26,"stars":25,"forks":29,"topics":32,"description":33},[],"Browser automation CLI for AI agents","https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-browser\u002Ftree\u002FHEAD\u002Fskill-data\u002Fvercel-sandbox","---\nname: vercel-sandbox\ndescription: Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app. Use when the user needs browser automation in a Vercel app (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.), wants to run headless Chrome without binary size limits, needs persistent browser sessions across commands, or wants ephemeral isolated browser environments. Triggers include \"Vercel Sandbox browser\", \"microVM Chrome\", \"agent-browser in sandbox\", \"browser automation on Vercel\", or any task requiring Chrome in a Vercel Sandbox.\n---\n\n# Browser Automation with Vercel Sandbox\n\nRun agent-browser + headless Chrome inside ephemeral Vercel Sandbox microVMs. A Linux VM spins up on demand, executes browser commands, and shuts down. Works with any Vercel-deployed framework (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.).\n\n## Dependencies\n\n```bash\npnpm add @agent-browser\u002Fsandbox @vercel\u002Fsandbox\n```\n\nThe sandbox VM needs system dependencies for Chromium plus agent-browser itself. The `@agent-browser\u002Fsandbox` helpers install them by default for fresh sandboxes and use sandbox snapshots (below) for sub-second startup. Pass `installSystemDependencies: false` only when the sandbox image already provides Chromium's required libraries.\n\n## Core Pattern\n\n```ts\nimport {\n createAgentBrowserSnapshot,\n runAgentBrowserCommand,\n withAgentBrowserSandbox,\n type VercelSandboxSession,\n} from \"@agent-browser\u002Fsandbox\u002Fvercel\";\n\nasync function withBrowser\u003CT>(\n fn: (sandbox: VercelSandboxSession) => Promise\u003CT>,\n): Promise\u003CT> {\n return withAgentBrowserSandbox(fn);\n}\n```\n\n## Screenshot\n\nThe `screenshot --json` command saves to a file and returns the path. Read the file back as base64:\n\n```ts\nexport async function screenshotUrl(url: string) {\n return withBrowser(async (sandbox) => {\n await runAgentBrowserCommand(sandbox, [\"open\", url]);\n\n const titleResult = await runAgentBrowserCommand\u003C{ data?: { title?: string } }>(sandbox, [\n \"get\", \"title\",\n ]);\n const title = titleResult.json?.data?.title || url;\n\n const ssResult = await runAgentBrowserCommand\u003C{ data?: { path?: string } }>(sandbox, [\n \"screenshot\",\n ]);\n const ssPath = ssResult.json?.data?.path;\n if (!ssPath) throw new Error(\"Screenshot did not return a file path.\");\n const b64Result = await sandbox.runCommand(\"base64\", [\"-w\", \"0\", ssPath]);\n const screenshot = (await b64Result.stdout()).trim();\n\n await runAgentBrowserCommand(sandbox, [\"close\"], { json: false });\n\n return { title, screenshot };\n });\n}\n```\n\n## Accessibility Snapshot\n\n```ts\nexport async function snapshotUrl(url: string) {\n return withBrowser(async (sandbox) => {\n await runAgentBrowserCommand(sandbox, [\"open\", url]);\n\n const titleResult = await runAgentBrowserCommand\u003C{ data?: { title?: string } }>(sandbox, [\n \"get\", \"title\",\n ]);\n const title = titleResult.json?.data?.title || url;\n\n const snapResult = await runAgentBrowserCommand(sandbox, [\"snapshot\", \"-i\", \"-c\"], {\n json: false,\n });\n\n await runAgentBrowserCommand(sandbox, [\"close\"], { json: false });\n\n return { title, snapshot: snapResult.stdout };\n });\n}\n```\n\n## Multi-Step Workflows\n\nThe sandbox persists between commands, so you can run full automation sequences:\n\n```ts\nexport async function fillAndSubmitForm(url: string, data: Record\u003Cstring, string>) {\n return withBrowser(async (sandbox) => {\n await runAgentBrowserCommand(sandbox, [\"open\", url]);\n\n const snapResult = await runAgentBrowserCommand(sandbox, [\"snapshot\", \"-i\"], {\n json: false,\n });\n const snapshot = snapResult.stdout;\n \u002F\u002F Parse snapshot to find element refs...\n\n for (const [ref, value] of Object.entries(data)) {\n await runAgentBrowserCommand(sandbox, [\"fill\", ref, value]);\n }\n\n await runAgentBrowserCommand(sandbox, [\"click\", \"@e5\"]);\n await runAgentBrowserCommand(sandbox, [\"wait\", \"--load\", \"networkidle\"]);\n\n const ssResult = await runAgentBrowserCommand\u003C{ data?: { path?: string } }>(sandbox, [\n \"screenshot\",\n ]);\n const ssPath = ssResult.json?.data?.path;\n if (!ssPath) throw new Error(\"Screenshot did not return a file path.\");\n const b64Result = await sandbox.runCommand(\"base64\", [\"-w\", \"0\", ssPath]);\n const screenshot = (await b64Result.stdout()).trim();\n\n await runAgentBrowserCommand(sandbox, [\"close\"], { json: false });\n\n return { screenshot };\n });\n}\n```\n\n## Sandbox Snapshots (Fast Startup)\n\nA **sandbox snapshot** is a saved VM image of a Vercel Sandbox with system dependencies + agent-browser + Chromium already installed. Think of it like a Docker image: instead of installing dependencies from scratch every time, the sandbox boots from the pre-built image.\n\nThis is unrelated to agent-browser's *accessibility snapshot* feature (`agent-browser snapshot`), which dumps a page's accessibility tree. A sandbox snapshot is a Vercel infrastructure concept for fast VM startup.\n\nWithout a sandbox snapshot, each run installs system deps + agent-browser + Chromium (~30s). With one, startup is sub-second.\n\n### Creating a sandbox snapshot\n\nThe snapshot must include system dependencies (via `dnf`), agent-browser, and Chromium:\n\n```ts\nconst snapshotId = await createAgentBrowserSnapshot();\n```\n\nRun this once, then set the environment variable:\n\n```bash\nAGENT_BROWSER_SNAPSHOT_ID=snap_xxxxxxxxxxxx\n```\n\nA helper script is available in the demo app:\n\n```bash\nnpx tsx examples\u002Fenvironments\u002Fscripts\u002Fcreate-snapshot.ts\n```\n\nRecommended for any production deployment using the Sandbox pattern.\n\n## Authentication\n\nOn Vercel deployments, the Sandbox SDK authenticates automatically via OIDC. For local development or explicit control, set:\n\n```bash\nVERCEL_TOKEN=\u003Cpersonal-access-token>\nVERCEL_TEAM_ID=\u003Cteam-id>\nVERCEL_PROJECT_ID=\u003Cproject-id>\n```\n\nThese are spread into `Sandbox.create()` calls. When absent, the SDK falls back to `VERCEL_OIDC_TOKEN` (automatic on Vercel).\n\n## Scheduled Workflows (Cron)\n\nCombine with Vercel Cron Jobs for recurring browser tasks:\n\n```ts\n\u002F\u002F app\u002Fapi\u002Fcron\u002Froute.ts (or equivalent in your framework)\nexport async function GET() {\n const result = await withBrowser(async (sandbox) => {\n await sandbox.runCommand(\"agent-browser\", [\"open\", \"https:\u002F\u002Fexample.com\u002Fpricing\"]);\n const snap = await sandbox.runCommand(\"agent-browser\", [\"snapshot\", \"-i\", \"-c\"]);\n await sandbox.runCommand(\"agent-browser\", [\"close\"]);\n return await snap.stdout();\n });\n\n \u002F\u002F Process results, send alerts, store data...\n return Response.json({ ok: true, snapshot: result });\n}\n```\n\n```json\n\u002F\u002F vercel.json\n{ \"crons\": [{ \"path\": \"\u002Fapi\u002Fcron\", \"schedule\": \"0 9 * * *\" }] }\n```\n\n## Environment Variables\n\n| Variable | Required | Description |\n|---|---|---|\n| `AGENT_BROWSER_SNAPSHOT_ID` | No (but recommended) | Pre-built sandbox snapshot ID for sub-second startup (see above) |\n| `VERCEL_TOKEN` | No | Vercel personal access token (for local dev; OIDC is automatic on Vercel) |\n| `VERCEL_TEAM_ID` | No | Vercel team ID (for local dev) |\n| `VERCEL_PROJECT_ID` | No | Vercel project ID (for local dev) |\n\n## Framework Examples\n\nThe pattern works identically across frameworks. The only difference is where you put the server-side code:\n\n| Framework | Server code location |\n|---|---|\n| Next.js | Server actions, API routes, route handlers |\n| SvelteKit | `+page.server.ts`, `+server.ts` |\n| Nuxt | `server\u002Fapi\u002F`, `server\u002Froutes\u002F` |\n| Remix | `loader`, `action` functions |\n| Astro | `.astro` frontmatter, API routes |\n\n## Example\n\nSee `examples\u002Fenvironments\u002F` in the agent-browser repo for a working app with the Vercel Sandbox pattern, including a sandbox snapshot creation script, streaming progress UI, and rate limiting.\n",{"data":37,"body":38},{"name":4,"description":6},{"type":39,"children":40},"root",[41,50,56,63,103,124,130,426,432,445,1357,1363,1988,1994,1999,3160,3166,3179,3200,3205,3212,3225,3266,3271,3295,3300,3325,3330,3336,3341,3413,3434,3440,3445,3932,4050,4056,4171,4177,4182,4311,4317,4330],{"type":42,"tag":43,"props":44,"children":46},"element","h1",{"id":45},"browser-automation-with-vercel-sandbox",[47],{"type":48,"value":49},"text","Browser Automation with Vercel Sandbox",{"type":42,"tag":51,"props":52,"children":53},"p",{},[54],{"type":48,"value":55},"Run agent-browser + headless Chrome inside ephemeral Vercel Sandbox microVMs. A Linux VM spins up on demand, executes browser commands, and shuts down. Works with any Vercel-deployed framework (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.).",{"type":42,"tag":57,"props":58,"children":60},"h2",{"id":59},"dependencies",[61],{"type":48,"value":62},"Dependencies",{"type":42,"tag":64,"props":65,"children":70},"pre",{"className":66,"code":67,"language":68,"meta":69,"style":69},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","pnpm add @agent-browser\u002Fsandbox @vercel\u002Fsandbox\n","bash","",[71],{"type":42,"tag":72,"props":73,"children":74},"code",{"__ignoreMap":69},[75],{"type":42,"tag":76,"props":77,"children":80},"span",{"class":78,"line":79},"line",1,[81,87,93,98],{"type":42,"tag":76,"props":82,"children":84},{"style":83},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[85],{"type":48,"value":86},"pnpm",{"type":42,"tag":76,"props":88,"children":90},{"style":89},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[91],{"type":48,"value":92}," add",{"type":42,"tag":76,"props":94,"children":95},{"style":89},[96],{"type":48,"value":97}," @agent-browser\u002Fsandbox",{"type":42,"tag":76,"props":99,"children":100},{"style":89},[101],{"type":48,"value":102}," @vercel\u002Fsandbox\n",{"type":42,"tag":51,"props":104,"children":105},{},[106,108,114,116,122],{"type":48,"value":107},"The sandbox VM needs system dependencies for Chromium plus agent-browser itself. The ",{"type":42,"tag":72,"props":109,"children":111},{"className":110},[],[112],{"type":48,"value":113},"@agent-browser\u002Fsandbox",{"type":48,"value":115}," helpers install them by default for fresh sandboxes and use sandbox snapshots (below) for sub-second startup. Pass ",{"type":42,"tag":72,"props":117,"children":119},{"className":118},[],[120],{"type":48,"value":121},"installSystemDependencies: false",{"type":48,"value":123}," only when the sandbox image already provides Chromium's required libraries.",{"type":42,"tag":57,"props":125,"children":127},{"id":126},"core-pattern",[128],{"type":48,"value":129},"Core Pattern",{"type":42,"tag":64,"props":131,"children":135},{"className":132,"code":133,"language":134,"meta":69,"style":69},"language-ts shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","import {\n createAgentBrowserSnapshot,\n runAgentBrowserCommand,\n withAgentBrowserSandbox,\n type VercelSandboxSession,\n} from \"@agent-browser\u002Fsandbox\u002Fvercel\";\n\nasync function withBrowser\u003CT>(\n fn: (sandbox: VercelSandboxSession) => Promise\u003CT>,\n): Promise\u003CT> {\n return 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Triggers include \"check my Slack\", \"what channels have unreads\", \"send a message to\", \"search Slack for\", \"extract from Slack\", \"find who said\", or any task requiring programmatic Slack interaction.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4421,4422,4425],{"name":23,"slug":24,"type":15},{"name":4423,"slug":4424,"type":15},"Messaging","messaging",{"name":4426,"slug":4416,"type":15},"Slack","2026-07-17T06:08:27.679015",{"items":4429,"total":4540},[4430,4436,4442,4448,4455,4462,4468,4474,4481,4494,4506,4525],{"slug":3572,"name":3572,"fn":4339,"description":4340,"org":4431,"tags":4432,"stars":25,"repoUrl":26,"updatedAt":4348},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4433,4434,4435],{"name":4344,"slug":4345,"type":15},{"name":17,"slug":18,"type":15},{"name":23,"slug":24,"type":15},{"slug":4350,"name":4350,"fn":4351,"description":4352,"org":4437,"tags":4438,"stars":25,"repoUrl":26,"updatedAt":4360},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4439,4440,4441],{"name":17,"slug":18,"type":15},{"name":4357,"slug":4358,"type":15},{"name":23,"slug":24,"type":15},{"slug":4362,"name":4362,"fn":4363,"description":4364,"org":4443,"tags":4444,"stars":25,"repoUrl":26,"updatedAt":4372},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4445,4446,4447],{"name":4344,"slug":4345,"type":15},{"name":23,"slug":24,"type":15},{"name":4370,"slug":4371,"type":15},{"slug":4374,"name":4374,"fn":4375,"description":4376,"org":4449,"tags":4450,"stars":25,"repoUrl":26,"updatedAt":4387},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4451,4452,4453,4454],{"name":4380,"slug":4381,"type":15},{"name":17,"slug":18,"type":15},{"name":23,"slug":24,"type":15},{"name":4385,"slug":4386,"type":15},{"slug":4389,"name":4389,"fn":4390,"description":4391,"org":4456,"tags":4457,"stars":25,"repoUrl":26,"updatedAt":4402},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4458,4459,4460,4461],{"name":23,"slug":24,"type":15},{"name":4396,"slug":4397,"type":15},{"name":4399,"slug":4400,"type":15},{"name":20,"slug":21,"type":15},{"slug":4404,"name":4404,"fn":4405,"description":4406,"org":4463,"tags":4464,"stars":25,"repoUrl":26,"updatedAt":4414},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4465,4466,4467],{"name":4344,"slug":4345,"type":15},{"name":23,"slug":24,"type":15},{"name":4412,"slug":4413,"type":15},{"slug":4416,"name":4416,"fn":4417,"description":4418,"org":4469,"tags":4470,"stars":25,"repoUrl":26,"updatedAt":4427},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4471,4472,4473],{"name":23,"slug":24,"type":15},{"name":4423,"slug":4424,"type":15},{"name":4426,"slug":4416,"type":15},{"slug":4,"name":4,"fn":5,"description":6,"org":4475,"tags":4476,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4477,4478,4479,4480],{"name":17,"slug":18,"type":15},{"name":23,"slug":24,"type":15},{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"slug":4482,"name":4482,"fn":4483,"description":4484,"org":4485,"tags":4486,"stars":4491,"repoUrl":4492,"updatedAt":4493},"deploy-to-vercel","deploy applications to Vercel","Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4487,4490],{"name":4488,"slug":4489,"type":15},"Deployment","deployment",{"name":13,"slug":14,"type":15},28993,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-skills","2026-07-17T06:08:41.18374",{"slug":4495,"name":4495,"fn":4496,"description":4497,"org":4498,"tags":4499,"stars":4491,"repoUrl":4492,"updatedAt":4505},"vercel-cli-with-tokens","manage Vercel projects via CLI","Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. \"deploy to vercel\", \"set up vercel\", \"add environment variables to vercel\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4500,4503,4504],{"name":4501,"slug":4502,"type":15},"CLI","cli",{"name":4488,"slug":4489,"type":15},{"name":13,"slug":14,"type":15},"2026-07-17T06:08:41.84179",{"slug":4507,"name":4507,"fn":4508,"description":4509,"org":4510,"tags":4511,"stars":4491,"repoUrl":4492,"updatedAt":4524},"vercel-composition-patterns","implement scalable React composition patterns","React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4512,4515,4518,4521],{"name":4513,"slug":4514,"type":15},"Best Practices","best-practices",{"name":4516,"slug":4517,"type":15},"Frontend","frontend",{"name":4519,"slug":4520,"type":15},"React","react",{"name":4522,"slug":4523,"type":15},"UI Components","ui-components","2026-07-17T06:05:40.576913",{"slug":4526,"name":4526,"fn":4527,"description":4528,"org":4529,"tags":4530,"stars":4491,"repoUrl":4492,"updatedAt":4539},"vercel-optimize","optimize Vercel project performance and costs","Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel\u002Fframework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[4531,4534,4535,4538],{"name":4532,"slug":4533,"type":15},"Cost Optimization","cost-optimization",{"name":4488,"slug":4489,"type":15},{"name":4536,"slug":4537,"type":15},"Performance","performance",{"name":13,"slug":14,"type":15},"2026-07-17T06:04:08.327515",100]