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Use when configuring or understanding Vercel's AI development tools.\nmetadata:\n  priority: 4\n  docs:\n    - \"https:\u002F\u002Fvercel.com\u002Fdocs\"\n    - \"https:\u002F\u002Fsdk.vercel.ai\u002Fdocs\"\n  sitemap: \"https:\u002F\u002Fvercel.com\u002Fsitemap\u002Fdocs.xml\"\n  pathPatterns: \n    - '.github\u002Fworkflows\u002Fvercel*.yml'\n    - '.github\u002Fworkflows\u002Fvercel*.yaml'\n    - '.github\u002Fworkflows\u002Fdeploy*.yml'\n    - '.github\u002Fworkflows\u002Fdeploy*.yaml'\n    - '.github\u002Fworkflows\u002Fpreview*.yml'\n    - '.github\u002Fworkflows\u002Fpreview*.yaml'\n  bashPatterns: \n    - '\\bvercel\\s+agent\\b'\nretrieval:\n  aliases:\n    - ai code review\n    - incident debugger\n    - vercel ai tools\n    - pr analyzer\n  intents:\n    - set up vercel agent\n    - automate code review\n    - investigate incident\n    - configure ai tools\n  entities:\n    - Vercel Agent\n    - code review\n    - incident investigation\n    - SDK\nchainTo:\n  -\n    pattern: 'uses:\\s*vercel\u002F|vercel-action|VERCEL_TOKEN.*github'\n    targetSkill: deployments-cicd\n    message: 'GitHub Actions with Vercel detected — loading CI\u002FCD guidance for deployment workflows, preview URLs, and production promotions.'\n---\n\n# Vercel Agent\n\nYou are an expert in Vercel Agent — AI-powered development tools built into the Vercel platform.\n\n## What It Is\n\nVercel Agent is a suite of **AI-powered development tools** that leverage deep context about your codebase, deployment history, and runtime behavior. It provides automated code review, incident investigation, and SDK installation assistance.\n\n## Capabilities\n\n### Code Review\n- Automatic PR analysis triggered on push or via `@vercel` mention in PR comments\n- Multi-step reasoning: identifies security vulnerabilities, logic errors, performance issues\n- Generates and validates patches in **Vercel Sandbox** (secure execution)\n- Supports inline suggestions and full patch proposals\n\n### Investigation\n- Analyzes anomaly alerts by querying logs and metrics\n- Finds patterns and correlations across deployment data\n- Provides root cause insights\n- **Requires Observability Plus** subscription\n\n### Installation\n- Auto-installs Web Analytics and Speed Insights SDKs\n- Analyzes repo structure, installs dependencies, writes integration code\n- Creates PRs with the changes\n- **Free** (no credit cost)\n\n## Pricing\n\n- $0.30 per Code Review or Investigation + token costs\n- $100 promotional credit for Pro teams\n- Installation is free\n\n## Configuration\n\nVercel Agent is configured at `https:\u002F\u002Fvercel.com\u002F{team}\u002F{project}\u002Fsettings` → **AI** section. No npm package required — it is a platform-level service.\n\n## When to Use\n\n- Automated security and quality checks on every PR\n- Root-cause analysis when anomaly alerts fire\n- Quick SDK installation for analytics\u002Fmonitoring\n\n## References\n\n- 📖 docs: https:\u002F\u002Fvercel.com\u002Fdocs\u002Fagent\n",{"data":35,"body":72},{"name":4,"description":6,"metadata":36,"retrieval":51,"chainTo":67},{"priority":37,"docs":38,"sitemap":41,"pathPatterns":42,"bashPatterns":49},4,[39,40],"https:\u002F\u002Fvercel.com\u002Fdocs","https:\u002F\u002Fsdk.vercel.ai\u002Fdocs","https:\u002F\u002Fvercel.com\u002Fsitemap\u002Fdocs.xml",[43,44,45,46,47,48],".github\u002Fworkflows\u002Fvercel*.yml",".github\u002Fworkflows\u002Fvercel*.yaml",".github\u002Fworkflows\u002Fdeploy*.yml",".github\u002Fworkflows\u002Fdeploy*.yaml",".github\u002Fworkflows\u002Fpreview*.yml",".github\u002Fworkflows\u002Fpreview*.yaml",[50],"\\bvercel\\s+agent\\b",{"aliases":52,"intents":57,"entities":62},[53,54,55,56],"ai code review","incident debugger","vercel ai tools","pr analyzer",[58,59,60,61],"set up vercel agent","automate code review","investigate incident","configure ai tools",[63,64,65,66],"Vercel Agent","code review","incident investigation","SDK",[68],{"pattern":69,"targetSkill":70,"message":71},"uses:\\s*vercel\u002F|vercel-action|VERCEL_TOKEN.*github","deployments-cicd","GitHub Actions with Vercel detected — loading CI\u002FCD guidance for deployment workflows, preview URLs, and production promotions.",{"type":73,"children":74},"root",[75,82,88,95,108,114,119,160,166,194,200,228,234,252,258,278,284,302,308],{"type":76,"tag":77,"props":78,"children":79},"element","h1",{"id":4},[80],{"type":81,"value":63},"text",{"type":76,"tag":83,"props":84,"children":85},"p",{},[86],{"type":81,"value":87},"You are an expert in Vercel Agent — AI-powered development tools built into the Vercel platform.",{"type":76,"tag":89,"props":90,"children":92},"h2",{"id":91},"what-it-is",[93],{"type":81,"value":94},"What It Is",{"type":76,"tag":83,"props":96,"children":97},{},[98,100,106],{"type":81,"value":99},"Vercel Agent is a suite of ",{"type":76,"tag":101,"props":102,"children":103},"strong",{},[104],{"type":81,"value":105},"AI-powered development tools",{"type":81,"value":107}," that leverage deep context about your codebase, deployment history, and runtime behavior. 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Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[332,335,338,341],{"name":333,"slug":334,"type":15},"AI Infrastructure","ai-infrastructure",{"name":336,"slug":337,"type":15},"Cost Optimization","cost-optimization",{"name":339,"slug":340,"type":15},"LLM","llm",{"name":9,"slug":8,"type":15},"2026-04-06T18:56:06.57787",{"slug":344,"name":344,"fn":345,"description":346,"org":347,"tags":348,"stars":23,"repoUrl":24,"updatedAt":362},"auth","integrate authentication in Next.js apps","Authentication integration guidance — Clerk (native Vercel Marketplace), Descope, and Auth0 setup for Next.js applications. Covers middleware auth patterns, sign-in\u002Fsign-up flows, and Marketplace provisioning. Use when implementing user authentication.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[349,352,355,358,361],{"name":350,"slug":351,"type":15},"Auth0","auth0",{"name":353,"slug":354,"type":15},"Authentication","authentication",{"name":356,"slug":357,"type":15},"Next.js","next-js",{"name":359,"slug":360,"type":15},"Security","security",{"name":9,"slug":8,"type":15},"2026-04-06T18:56:17.050565",{"slug":364,"name":364,"fn":365,"description":366,"org":367,"tags":368,"stars":23,"repoUrl":24,"updatedAt":377},"bootstrap","bootstrap Vercel-linked repositories","Project bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairing a repository so linking, environment provisioning, env pulls, and first-run db\u002Fdev commands happen in the correct safe order.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[369,370,373,376],{"name":257,"slug":254,"type":15},{"name":371,"slug":372,"type":15},"Deployment","deployment",{"name":374,"slug":375,"type":15},"Local Development","local-development",{"name":9,"slug":8,"type":15},"2026-04-06T18:56:18.297868",{"slug":379,"name":379,"fn":380,"description":381,"org":382,"tags":383,"stars":23,"repoUrl":24,"updatedAt":392},"cdn-caching","debug Vercel CDN caching behavior","Debug Vercel CDN caching — cache hit rate, stale content, revalidation behavior, ISR + PPR, per-request cache reasons (cacheReason) and PPR state (ppr_state), and costs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[384,387,388,391],{"name":385,"slug":386,"type":15},"Caching","caching",{"name":13,"slug":14,"type":15},{"name":389,"slug":390,"type":15},"Performance","performance",{"name":9,"slug":8,"type":15},"2026-07-30T05:31:34.628944",{"slug":394,"name":394,"fn":395,"description":396,"org":397,"tags":398,"stars":23,"repoUrl":24,"updatedAt":406},"chat-sdk","build multi-platform chatbots with Vercel","Vercel Chat SDK expert guidance. Use when building multi-platform chat bots — Slack, Telegram, Microsoft Teams, Discord, Google Chat, GitHub, Linear — with a single codebase. Covers the Chat class, adapters, threads, messages, cards, modals, streaming, state management, and webhook setup.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[399,400,403,405],{"name":21,"slug":22,"type":15},{"name":401,"slug":402,"type":15},"Messaging","messaging",{"name":66,"slug":404,"type":15},"sdk",{"name":9,"slug":8,"type":15},"2026-04-06T18:56:26.921901",{"slug":70,"name":70,"fn":408,"description":409,"org":410,"tags":411,"stars":23,"repoUrl":24,"updatedAt":420},"manage Vercel deployments and CI\u002FCD","Vercel deployment and CI\u002FCD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow files for Vercel.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[412,415,416,419],{"name":413,"slug":414,"type":15},"CI\u002FCD","ci-cd",{"name":371,"slug":372,"type":15},{"name":417,"slug":418,"type":15},"Operations","operations",{"name":9,"slug":8,"type":15},"2026-04-06T18:56:22.054263",{"slug":422,"name":422,"fn":423,"description":424,"org":425,"tags":426,"stars":23,"repoUrl":24,"updatedAt":431},"env-vars","manage Vercel environment variables","Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[427,428,429,430],{"name":257,"slug":254,"type":15},{"name":417,"slug":418,"type":15},{"name":359,"slug":360,"type":15},{"name":9,"slug":8,"type":15},"2026-04-06T18:56:28.150777",29,{"items":434,"total":597},[435,453,465,482,493,506,522,536,548,567,577,587],{"slug":436,"name":436,"fn":437,"description":438,"org":439,"tags":440,"stars":450,"repoUrl":451,"updatedAt":452},"next-cache-components-adoption","enable and migrate to Next.js Cache Components","Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the `cacheComponents` flag, work through a flood of blocking-prerender \u002F instant validation errors, run the `cache-components-instant-false` codemod, or decide between opting routes out with `export const instant = false` and fixing them in place.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[441,442,445,448,449],{"name":385,"slug":386,"type":15},{"name":443,"slug":444,"type":15},"Frontend","frontend",{"name":446,"slug":447,"type":15},"Migration","migration",{"name":356,"slug":357,"type":15},{"name":9,"slug":8,"type":15},141208,"https:\u002F\u002Fgithub.com\u002Fvercel\u002Fnext.js","2026-07-24T05:38:30.118542",{"slug":454,"name":454,"fn":455,"description":456,"org":457,"tags":458,"stars":450,"repoUrl":451,"updatedAt":464},"next-cache-components-optimizer","optimize Next.js cache components","Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components \u002F PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next\u002Fplaywright instant() e2e and work it to green, one verified route at a time; the shipped test then guards against regression. Use when asked to make a route's navigation instant (its static shell commits immediately), fix a route whose static shell isn't prerendered\u002Fserved\u002Fprefetched, grow a route's static shell or fix its slow first paint, diagnose which Suspense boundary keeps a route out of its static shell, or write the instant() e2e guard for one. Requires Next.js 16.3+ with cacheComponents; directs an upgrade if older.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[459,460,461,462,463],{"name":385,"slug":386,"type":15},{"name":443,"slug":444,"type":15},{"name":356,"slug":357,"type":15},{"name":389,"slug":390,"type":15},{"name":9,"slug":8,"type":15},"2026-07-30T05:31:10.674078",{"slug":466,"name":466,"fn":467,"description":468,"org":469,"tags":470,"stars":450,"repoUrl":451,"updatedAt":481},"next-dev-loop","verify Next.js runtime behavior","Verify Next.js runtime behavior after editing app code. Use this skill to confirm a change actually works in a running app — not just that it compiles or type-checks. Combines \u002F_next\u002Fmcp (Next.js's view) with agent-browser (the browser's view). Requires a running `next dev`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[471,474,475,476,477,478],{"name":472,"slug":473,"type":15},"Debugging","debugging",{"name":443,"slug":444,"type":15},{"name":374,"slug":375,"type":15},{"name":356,"slug":357,"type":15},{"name":9,"slug":8,"type":15},{"name":479,"slug":480,"type":15},"Web Development","web-development","2026-05-22T06:45:28.627735",{"slug":483,"name":483,"fn":484,"description":485,"org":486,"tags":487,"stars":450,"repoUrl":451,"updatedAt":492},"next-partial-prefetching-adoption","adopt Partial Prefetching in Next.js apps","Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the `partialPrefetching` flag, opt routes in with `export const prefetch = 'partial'`, audit `\u003CLink prefetch={true}>` calls, or resolve the link-prefetch-partial and instant-shell-url-data insights.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[488,489,490,491],{"name":443,"slug":444,"type":15},{"name":356,"slug":357,"type":15},{"name":389,"slug":390,"type":15},{"name":9,"slug":8,"type":15},"2026-07-30T05:31:11.591864",{"slug":494,"name":494,"fn":495,"description":496,"org":497,"tags":498,"stars":503,"repoUrl":504,"updatedAt":505},"turborepo","manage monorepos with Turborepo","Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines,\ndependsOn, caching, remote cache, the \"turbo\" CLI, --filter, --affected, CI optimization, environment\nvariables, internal packages, monorepo structure\u002Fbest practices, and boundaries.\n\nUse when user: configures tasks\u002Fworkflows\u002Fpipelines, creates packages, sets up\nmonorepo, shares code between apps, runs changed\u002Faffected packages, debugs cache,\nor has apps\u002Fpackages directories.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[499,500,501],{"name":413,"slug":414,"type":15},{"name":389,"slug":390,"type":15},{"name":502,"slug":494,"type":15},"Turborepo",30809,"https:\u002F\u002Fgithub.com\u002Fvercel\u002Fturborepo","2026-07-30T05:32:14.920116",{"slug":507,"name":507,"fn":508,"description":509,"org":510,"tags":511,"stars":519,"repoUrl":520,"updatedAt":521},"add-function-examples","add AI function examples for testing","Guide for adding new AI function examples, for testing specific features against the actual provider APIs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[512,515,518],{"name":513,"slug":514,"type":15},"AI SDK","ai-sdk",{"name":516,"slug":517,"type":15},"Testing","testing",{"name":9,"slug":8,"type":15},25670,"https:\u002F\u002Fgithub.com\u002Fvercel\u002Fai","2026-04-06T18:55:51.318866",{"slug":523,"name":523,"fn":524,"description":525,"org":526,"tags":527,"stars":519,"repoUrl":520,"updatedAt":535},"add-harness-package","add AI SDK harness packages","Guide for adding new AI SDK harness packages. Use when creating a new @ai-sdk\u002Fharness-\u003Cname> package that adapts a coding-agent runtime to HarnessV1.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[528,529,530,533,534],{"name":21,"slug":22,"type":15},{"name":513,"slug":514,"type":15},{"name":531,"slug":532,"type":15},"Harness","harness",{"name":66,"slug":404,"type":15},{"name":9,"slug":8,"type":15},"2026-06-18T08:29:19.858737",{"slug":537,"name":537,"fn":538,"description":539,"org":540,"tags":541,"stars":519,"repoUrl":520,"updatedAt":547},"add-provider-package","add new provider packages to AI SDK","Guide for adding new AI provider packages to the AI SDK. Use when creating a new @ai-sdk\u002F\u003Cprovider> package to integrate an AI service into the SDK.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[542,543,546],{"name":513,"slug":514,"type":15},{"name":544,"slug":545,"type":15},"API Development","api-development",{"name":9,"slug":8,"type":15},"2026-04-06T18:55:47.45549",{"slug":549,"name":549,"fn":550,"description":551,"org":552,"tags":553,"stars":519,"repoUrl":520,"updatedAt":566},"adr-skill","create and maintain architecture decision records","Create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows. Use when you need to propose, write, update, accept\u002Freject, deprecate, or supersede an ADR; bootstrap an adr folder and index; consult existing ADRs before implementing changes; or enforce ADR conventions. This skill uses Socratic questioning to capture intent before drafting, and validates output against an agent-readiness checklist.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[554,557,560,563],{"name":555,"slug":556,"type":15},"ADR","adr",{"name":558,"slug":559,"type":15},"Architecture","architecture",{"name":561,"slug":562,"type":15},"Documentation","documentation",{"name":564,"slug":565,"type":15},"Engineering","engineering","2026-04-06T18:55:50.043694",{"slug":514,"name":514,"fn":568,"description":569,"org":570,"tags":571,"stars":519,"repoUrl":520,"updatedAt":576},"build AI features with Vercel AI SDK","Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: \"AI SDK\", \"Vercel AI SDK\", \"generateText\", \"streamText\", \"add AI to my app\", \"build an agent\", \"tool calling\", \"structured output\", \"useChat\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[572,573,574,575],{"name":21,"slug":22,"type":15},{"name":513,"slug":514,"type":15},{"name":339,"slug":340,"type":15},{"name":9,"slug":8,"type":15},"2026-04-06T18:55:48.739463",{"slug":578,"name":578,"fn":579,"description":580,"org":581,"tags":582,"stars":519,"repoUrl":520,"updatedAt":586},"capture-api-response-test-fixture","capture API response test fixtures","Capture API response test fixture.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[583,584,585],{"name":544,"slug":545,"type":15},{"name":516,"slug":517,"type":15},{"name":9,"slug":8,"type":15},"2026-04-06T18:55:56.374433",{"slug":588,"name":588,"fn":589,"description":590,"org":591,"tags":592,"stars":519,"repoUrl":520,"updatedAt":596},"develop-ai-functions-example","develop AI SDK function examples","Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples\u002Fai-functions\u002Fsrc to validate provider support, demonstrate features, or create test fixtures.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[593,594,595],{"name":513,"slug":514,"type":15},{"name":516,"slug":517,"type":15},{"name":9,"slug":8,"type":15},"2026-04-06T18:55:55.088956",68]