[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-vercel-labs-vercel-optimize":3,"mdc-x057ci-key":36,"related-org-vercel-labs-vercel-optimize":3329,"related-repo-vercel-labs-vercel-optimize":3489},{"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-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},"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},"Performance","performance","tag",{"name":17,"slug":18,"type":15},"Vercel","vercel",{"name":20,"slug":21,"type":15},"Cost Optimization","cost-optimization",{"name":23,"slug":24,"type":15},"Deployment","deployment",28993,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-skills","2026-07-17T06:04:08.327515",null,2597,[],{"repoUrl":26,"stars":25,"forks":29,"topics":32,"description":33},[],"Vercel's official collection of agent skills","https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-skills\u002Ftree\u002FHEAD\u002Fskills\u002Fvercel-optimize","---\nname: vercel-optimize\ndescription: \"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.\"\nmetadata:\n  version: \"1.2.0\"\n---\n\n# Vercel Optimize\n\nRun an observability-first Vercel optimization audit. Do not inspect source files until `signals.json` exists and a deterministic gate points to a route, file, or project setting.\n\nCore doctrine: read [references\u002Fdoctrine.md](references\u002Fdoctrine.md) if any rule is unclear.\n\n- Metrics first. Recommendations start from Vercel production signals, not repo-wide grep.\n- Deterministic gates. `scripts\u002Fgate-investigations.mjs` decides what deserves investigation.\n- Candidate-bound scope. Read only files named by a candidate or a route-local import chain.\n- Version-aware citations. Use only `references\u002Fdocs-library.json`; invalid or version-mismatched citations are stripped.\n- Customer copy. Read [references\u002Fvoice.md](references\u002Fvoice.md) before writing report text or chat output.\n\n## Prerequisites\n\n- Vercel CLI v53+ with `vercel metrics`, `vercel usage`, `vercel contract`, and `vercel api`.\n- Authenticated CLI session: `vercel login`.\n- Linked app directory: `vercel link`. `VERCEL_PROJECT_ID` can help resolve project config, but `vercel metrics` still requires directory linkage. The link or environment must include the intended project org\u002Fteam\u002Fuser scope so the collector can resolve a CLI-safe `--scope` and keep `vercel metrics`, `vercel usage`, and `vercel contract` on the same account.\n- Node.js 20+.\n- Observability Plus for route-level metric-backed recommendations.\n\nNever put auth tokens in shell commands. Do not type `VERCEL_TOKEN=...`, `--token ...`, or `Authorization: Bearer ...` into commands that may be echoed in chat.\n\n## Framework Support\n\nThe preflight reads `package.json` and sets expectations before metric fan-out.\n\n| Framework | Status | Notes |\n|---|---|---|\n| Next.js App Router | supported | strongest route mapping, scanners, playbooks, citations |\n| Next.js Pages Router | supported | scoped to Pages Router idioms when detected |\n| SvelteKit | supported | route mapping for `src\u002Froutes` files and SvelteKit scanner |\n| Nuxt | supported | route mapping plus generic\u002Fplatform checks; fewer framework-specific recs |\n| Astro | limited | route mapping plus generic checks; fewer framework-specific recs |\n| Hono \u002F Remix \u002F unknown | blocked by default | continue only if the user accepts a limited platform\u002Fcode-only audit |\n\nIf unsupported, stop and ask before scanning or gating:\n\n```text\nThis project uses \u003Cframework>. Vercel Optimize supports metric-backed code recommendations for Next.js, SvelteKit, and Nuxt. Astro support is limited. For \u003Cframework>, I can still run a limited platform\u002Fscanner audit, but route-level Vercel metrics may not map back to source files.\n\nDo you want me to continue with the limited audit, or stop here?\n```\n\nIf the user continues, rerun collection with `--continue-unsupported-framework`.\n\n## Run Directory\n\nUse a fresh run directory for every audit. Do not reuse briefs, sub-agent outputs, or reports across runs.\n\n```bash\nRUN_DIR=\"$(mktemp -d -t vercel-optimize-XXXXXX)\"\n```\n\n## Pipeline\n\n### 1. Collect, scan, and merge signals\n\nRun from the linked app directory or pass `--cwd` where a script supports it. Keep stdout JSON separate from stderr logs. Do not combine streams.\n\n```bash\nnode scripts\u002Fcollect-signals.mjs [projectId] > \"$RUN_DIR\u002Fvercel-signals.json\" 2> \"$RUN_DIR\u002Fcollect.stderr\"\nnode -e 'JSON.parse(require(\"fs\").readFileSync(process.argv[1], \"utf8\"))' \"$RUN_DIR\u002Fvercel-signals.json\"\n\nnode scripts\u002Fscan-codebase.mjs \u003Crepo-root> > \"$RUN_DIR\u002Fcodebase.json\"\nnode scripts\u002Fmerge-signals.mjs \"$RUN_DIR\u002Fvercel-signals.json\" \"$RUN_DIR\u002Fcodebase.json\" --out \"$RUN_DIR\u002Fsignals.json\"\n```\n\nCollection details, schemas, metric IDs, and degradation behavior live in [references\u002Fdata-collection.md](references\u002Fdata-collection.md). The metric registry is [lib\u002Fqueries.mjs](lib\u002Fqueries.mjs); keep all queries on the shared 14-day window.\n\n`collect-signals.mjs` resolves the linked project owner to `commandScope.cliScope` and verifies that the resolved account can read the resolved project before it checks Observability Plus. Downstream scripts reuse that scope for every Vercel CLI command that accepts `--scope`. Do not run `vercel usage`, `vercel metrics`, or `vercel contract` manually without the same scope; unscoped usage can report the user's personal organization while route metrics come from the team project.\n\nIf project or scope resolution is ambiguous, stop and ask the user which Vercel project and team\u002Fpersonal scope they want audited. Do not infer the intended scope from the current `vercel whoami` team, and do not proceed with metrics, usage, or contract collection until the link, an exact project match in `.vercel\u002Frepo.json`, or `VERCEL_PROJECT_ID` + `VERCEL_ORG_ID` identifies the intended account.\n\nUse this prompt for `PROJECT_SCOPE_UNRESOLVED`, `SCOPE_UNRESOLVED`, or `PROJECT_SCOPE_MISMATCH`:\n\n```text\nI can't safely identify the Vercel project and account for this audit yet.\n\nPlease confirm the Vercel project name or ID and the team slug\u002Fname, or tell me it's under your personal account. Once confirmed, I'll relink or rerun collection against that exact scope before checking metrics.\n```\n\n### 1.1 Stop on blockers\n\nCheck blockers before gating:\n\n```bash\njq '{frameworkSupportBlocker, observabilityPlus, observabilityPlusUsable, observabilityPlusBlocker, observabilityPlusBlockerDetail}' \"$RUN_DIR\u002Fsignals.json\"\n```\n\nRequired actions:\n\n- `frameworkSupportBlocker === \"unsupported_framework\"`: use the unsupported-framework prompt above.\n- `PROJECT_SCOPE_UNRESOLVED`, `SCOPE_UNRESOLVED`, or `PROJECT_SCOPE_MISMATCH`: stop and ask which Vercel project and team\u002Fpersonal scope the user wants audited. For team projects, rerun after `vercel link --yes --project \u003Cproject-name-or-id> --team \u003Cteam-slug>`; for personal projects, rerun after linking under the intended user account or after setting both `VERCEL_PROJECT_ID` and `VERCEL_ORG_ID`.\n- `observabilityPlusBlocker === null`: continue.\n- `no_traffic`: tell the user route metrics are sparse; continue only if they accept limited output.\n- `payment_required` or `no_oplus_probe`: render [references\u002Fobservability-plus.md](references\u002Fobservability-plus.md) verbatim and ask.\n- `project_disabled`: tell the user to enable Observability Plus for the project or accept a limited audit.\n- `daily_quota_exceeded`: stop and tell the user the Observability query quota is exhausted; retry after the next UTC midnight reset, or ask whether to continue with a limited code-only audit.\n- `not_linked`: link the app directory, then rerun Step 1. If app path and project are known:\n\n```bash\nvercel link --yes --project \u003Cproject-name-or-id> --cwd \u003Capp-dir>\n# add --team \u003Cteam-id-or-slug> when known\n```\n\n- `forbidden` or `project_not_found`: fix auth\u002Fteam scope. Do not pitch Observability Plus.\n- `all_failed_other`: show the raw error code and ask whether to continue in limited code-only mode.\n\nDo not silently fall back to code-only mode. If the user accepts a limited audit, rerun collection with:\n\n```bash\nnode scripts\u002Fcollect-signals.mjs [projectId] --continue-without-observability > \"$RUN_DIR\u002Fvercel-signals.json\" 2> \"$RUN_DIR\u002Fcollect.stderr\"\n```\n\nThen scan and merge again.\n\n### 2. Gate candidates\n\n```bash\nnode scripts\u002Fgate-investigations.mjs \"$RUN_DIR\u002Fsignals.json\" > \"$RUN_DIR\u002Fgate.json\"\n```\n\nOutput shape:\n\n- `toLaunch`: code-scope candidates to investigate.\n- `platform`: project\u002Faccount-scope recommendations.\n- `gated`: skipped, covered, or disqualified candidates that must still appear in the report.\n- `budget`: candidate budget and selection mode.\n\nDefault budget is 6 code-scope candidates with a diversity guardrail. To expand:\n\n```bash\nnode scripts\u002Fgate-investigations.mjs \"$RUN_DIR\u002Fsignals.json\" --max-candidates 12 > \"$RUN_DIR\u002Fgate.json\"\nnode scripts\u002Fgate-investigations.mjs \"$RUN_DIR\u002Fsignals.json\" --max-candidates all > \"$RUN_DIR\u002Fgate.json\"\n```\n\nGenerated candidate docs: [references\u002Fcandidates.md](references\u002Fcandidates.md).\n\n### 2.1 Ask about audit scope when needed\n\nBefore deep-dive, run:\n\n```bash\nnode scripts\u002Fbudget-summary.mjs \"$RUN_DIR\u002Fgate.json\" --format json > \"$RUN_DIR\u002Fbudget-summary.json\"\n```\n\nIf `shouldAsk` is false, continue.\n\nIf `shouldAsk` is true:\n\n1. Print `exactChatMessage.body` exactly as returned. Do not summarize, truncate, reorder, or rewrite it.\n2. Then ask `questionText` using `questionPayload` when the host supports structured questions.\n3. If the user chooses a different number, rerun the gate with `--max-candidates \u003Cchoice>`.\n\nNever put the long preview inside the question field. The preview and the question are separate surfaces.\n\n### 2.2 Deep-dive and reconcile\n\n```bash\nnode scripts\u002Fdeep-dive.mjs \"$RUN_DIR\u002Fsignals.json\" \"$RUN_DIR\u002Fgate.json\" --cwd \u003Cproject-dir> > \"$RUN_DIR\u002Finvestigation-evidence.json\"\n\nnode scripts\u002Freconcile-candidates.mjs \"$RUN_DIR\u002Finvestigation-evidence.json\" \\\n  --gate \"$RUN_DIR\u002Fgate.json\" \\\n  --out \"$RUN_DIR\u002Freconciled-investigation.json\"\n```\n\n`--cwd` must be the linked project directory so `deep-dive.mjs` can verify the same project link and reuse `signals.json.commandScope.cliScope` for any follow-up `vercel metrics` calls.\n\nReconciliation deterministically converts disproven candidates into observations before any source investigation:\n\n- `metric_mismatch`\n- `error_storm`\n- `deployment_regression`\n- `scanner_only_no_metric`\n\n### 2.3 Generate briefs and investigate\n\nList the work:\n\n```bash\nnode scripts\u002Fprepare-investigation-brief.mjs \"$RUN_DIR\u002Fsignals.json\" \"$RUN_DIR\u002Freconciled-investigation.json\" --list > \"$RUN_DIR\u002Fbriefs-manifest.json\"\n```\n\nGenerate one brief for every entry in `briefs-manifest.json.briefs`. The `group` can be `toLaunch` or `platform`; do not generate only `toLaunch` briefs.\n\n```bash\nmkdir -p \"$RUN_DIR\u002Fbriefs\" \"$RUN_DIR\u002Fsub-agent-outputs\"\nnode scripts\u002Fprepare-investigation-brief.mjs \"$RUN_DIR\u002Fsignals.json\" \"$RUN_DIR\u002Freconciled-investigation.json\" \\\n  --group \u003Cbrief.group> --index \u003Cbrief.index> --out \"$RUN_DIR\u002Fbriefs\u002F\u003Cbrief.group>-\u003Cbrief.index>.md\"\n```\n\nUse `briefs-manifest.json.briefs[].label` for visible worker names, for example `Low cache-hit route on \u002Fdocs\u002Fllm-digest\u002F[...slug]`, not `toLaunch-7`.\n\nFan-out rule:\n\n- 1-2 briefs: investigate inline.\n- 3+ briefs: spawn one sub-agent per brief when the host supports it.\n- Hosts without sub-agents: run inline serially.\n\nSub-agent contract:\n\n- The brief is the whole prompt.\n- Read only files listed in the brief, plus route-local imports when needed.\n- Emit one JSON recommendation or one JSON no-change finding using [references\u002Frecommendations.md](references\u002Frecommendations.md).\n- Do not cite URLs outside the provided citation subset.\n- Do not recommend framework features unavailable in the detected version.\n\nIf a sub-agent reaches for repo-wide grep, the candidate is malformed; drop or abstain rather than widening scope.\n\n### 2.4 Collect outputs\n\nSave each raw investigation result in `$RUN_DIR\u002Fsub-agent-outputs\u002F`, then collect:\n\n```bash\nnode scripts\u002Fcollect-sub-agent-outputs.mjs \\\n  --manifest \"$RUN_DIR\u002Fbriefs-manifest.json\" \\\n  --out \"$RUN_DIR\u002Frecommendations.json\" \\\n  \"$RUN_DIR\u002Fsub-agent-outputs\u002F\"\n```\n\nThe collector extracts JSON, prepends pre-resolved records, enforces manifest order, and fails on missing, duplicate, unknown, or mismatched `candidateRef` values.\n\n### 3. Verify recommendations\n\n```bash\nnode scripts\u002Fverify-and-regen.mjs \"$RUN_DIR\u002Frecommendations.json\" \\\n  --signals \"$RUN_DIR\u002Fsignals.json\" \\\n  --repo-root \u003Cproject-dir> \\\n  --out \"$RUN_DIR\u002Fverify.json\"\n```\n\nThis script extracts claims, verifies files\u002Fcitations\u002Fversion fit, grades quality, applies sanitizers, emits `verifiedRecommendations`, `withheldRecommendations`, `renderableRecommendations`, and creates `regenPlan` for failed or unsafe recommendations.\n\nRecommendation schema, writing rules, sanitizer order, and grading rules: [references\u002Frecommendations.md](references\u002Frecommendations.md). Verification rules: [references\u002Fverification.md](references\u002Fverification.md).\n\nFor each `regenPlan` entry, rerun the same brief with a `Previous attempt failed these checks` section listing `topFailures`. Keep the regenerated output only if verification improves without gutting citations.\n\n### 4. Render report and final message\n\n```bash\nnode scripts\u002Frender-report.mjs \"$RUN_DIR\u002Fverify.json\" \"$RUN_DIR\u002Fgate.json\" \"$RUN_DIR\u002Fsignals.json\" \\\n  --project \u003Cname> \\\n  --out \"$RUN_DIR\u002Freport.md\" \\\n  --message-out \"$RUN_DIR\u002Ffinal-message.json\"\n```\n\nUse `--debug-out \"$RUN_DIR\u002Fdebug.json\"` only when developing the skill. Customer Markdown and chat output must not expose `passRate`, `quality`, sanitizer trails, raw sub-agent names, or other implementation fields.\n\nAfter rendering, print `final-message.json.body` verbatim and stop. Do not add highlights, debug notes, raw counts, sub-agent summaries, or extra explanation. Render-time dedupe, platform caps, and hard-safety drops can change the customer-visible count, so never summarize from raw `verify.json`.\n\nReport structure and impact framing: [references\u002Fscoring.md](references\u002Fscoring.md).\n\n## Recommendation Rules\n\nEvery recommendation must:\n\n- Trace to a launched candidate, platform candidate, pre-resolved observation, or verified traffic-independent scanner finding.\n- Include observed metric evidence from `signals.json` or `evidence.deepDive`.\n- Cite verified files with line numbers when code is involved.\n- Include at least one allowed citation that applies to the detected framework\u002Fversion.\n- Use precise observed performance numbers.\n- Use cost magnitude phrases only; never customer-facing `$N` savings.\n- Do not recommend duration reductions for Vercel Workflow runtime endpoints (`\u002F.well-known\u002Fworkflow\u002Fv1\u002F*`). These are generated orchestration routes for durable step\u002Fflow execution and should be hard-gated before investigation.\n- Workflow recommendations must name the boundary being changed. Valid examples: enqueue durable work and return a run ID instead of awaiting completion, fix stream replay\u002Fclosure\u002Flocks, or reduce verified excess Workflow Steps\u002FStorage. Do not infer cost savings from Workflow endpoint wall-clock duration.\n- For streaming, SSE, resumable chat, or other intentionally long-lived routes, do not frame wall-clock function duration as a problem by itself. Require evidence of avoidable pre-first-byte work, high active CPU, duplicate invocations, or post-response work that can move out of the user-visible path.\n- Name a specific cache policy when recommending caching.\n- Keep unsafe responses dynamic unless evidence proves they are safe to cache: auth-sensitive paths, errors, fallback responses, missing content, invalid requests, geolocation\u002Fdevice-varying output, and unversioned dynamic URLs.\n\nNever recommend \"verify X is on\" for facts already present in `signals.project`, including Fluid compute status, memory tier, regions, in-function concurrency, and timeout.\n\n## Scanner Rules\n\nScanner findings are supplementary. Drop findings annotated `COLD-PATH` or `NO-ROUTE-MAPPING` unless the scanner declares `metadata.trafficIndependent === true`.\n\nTraffic-independent examples: middleware matcher, source maps, React Compiler config, build settings. Route-local cache or data-fetch patterns need route-level traffic evidence.\n\nScanner docs: [references\u002Fscanner-patterns.md](references\u002Fscanner-patterns.md).\n\n## Final Customer Terms\n\nUse:\n\n- `recommendations ready`\n- `observations from investigation`\n- `investigated, no change recommended`\n- `not investigated in this run`\n\nAvoid:\n\n- `sub-agent`\n- `abstention`\n- `passRate`\n- `quality score`\n- `gate`\n- `LLM`\n\n## Failure Copy\n\nUse these messages without adding sales copy or process detail.\n\n**No traffic in the last 14 days:**\n\n> This project has no meaningful traffic in the last 14 days, so route-level metrics are sparse. I can still check traffic-independent scanner findings and project settings, but I cannot rank route fixes until traffic accumulates.\n\n**Route-level metrics unavailable:**\n\n> Use the verbatim choice template in [references\u002Fobservability-plus.md](references\u002Fobservability-plus.md). Do not silently fall back to code-only mode; present the two-path choice: enable Observability Plus and rerun the metric-backed audit, or accept a limited code-only run.\n\n**Project is not linked:**\n\n> This worktree is not linked to a Vercel project. Run `vercel link --yes --project \u003Cproject-name-or-id> --cwd \u003Capp-dir>` and rerun the audit. If the team is known, add `--team \u003Cteam-id-or-slug>`.\n\n**Most route-to-file mappings failed:**\n\n> The route inventory matched fewer than half of the routes we saw in observability. This is common in monorepos with custom routing. 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Drop findings annotated ",{"type":44,"tag":58,"props":3077,"children":3079},{"className":3078},[],[3080],{"type":49,"value":3081},"COLD-PATH",{"type":49,"value":1095},{"type":44,"tag":58,"props":3084,"children":3086},{"className":3085},[],[3087],{"type":49,"value":3088},"NO-ROUTE-MAPPING",{"type":49,"value":3090}," unless the scanner declares ",{"type":44,"tag":58,"props":3092,"children":3094},{"className":3093},[],[3095],{"type":49,"value":3096},"metadata.trafficIndependent === true",{"type":49,"value":177},{"type":44,"tag":52,"props":3099,"children":3100},{},[3101],{"type":49,"value":3102},"Traffic-independent examples: middleware matcher, source maps, React Compiler config, build settings. Route-local cache or data-fetch patterns need route-level traffic evidence.",{"type":44,"tag":52,"props":3104,"children":3105},{},[3106,3108,3113],{"type":49,"value":3107},"Scanner docs: ",{"type":44,"tag":72,"props":3109,"children":3111},{"href":3110},"references\u002Fscanner-patterns.md",[3112],{"type":49,"value":3110},{"type":49,"value":177},{"type":44,"tag":133,"props":3115,"children":3117},{"id":3116},"final-customer-terms",[3118],{"type":49,"value":3119},"Final Customer Terms",{"type":44,"tag":52,"props":3121,"children":3122},{},[3123],{"type":49,"value":3124},"Use:",{"type":44,"tag":80,"props":3126,"children":3127},{},[3128,3137,3146,3155],{"type":44,"tag":84,"props":3129,"children":3130},{},[3131],{"type":44,"tag":58,"props":3132,"children":3134},{"className":3133},[],[3135],{"type":49,"value":3136},"recommendations ready",{"type":44,"tag":84,"props":3138,"children":3139},{},[3140],{"type":44,"tag":58,"props":3141,"children":3143},{"className":3142},[],[3144],{"type":49,"value":3145},"observations from investigation",{"type":44,"tag":84,"props":3147,"children":3148},{},[3149],{"type":44,"tag":58,"props":3150,"children":3152},{"className":3151},[],[3153],{"type":49,"value":3154},"investigated, no change recommended",{"type":44,"tag":84,"props":3156,"children":3157},{},[3158],{"type":44,"tag":58,"props":3159,"children":3161},{"className":3160},[],[3162],{"type":49,"value":3163},"not investigated in this run",{"type":44,"tag":52,"props":3165,"children":3166},{},[3167],{"type":49,"value":3168},"Avoid:",{"type":44,"tag":80,"props":3170,"children":3171},{},[3172,3181,3190,3198,3207,3216],{"type":44,"tag":84,"props":3173,"children":3174},{},[3175],{"type":44,"tag":58,"props":3176,"children":3178},{"className":3177},[],[3179],{"type":49,"value":3180},"sub-agent",{"type":44,"tag":84,"props":3182,"children":3183},{},[3184],{"type":44,"tag":58,"props":3185,"children":3187},{"className":3186},[],[3188],{"type":49,"value":3189},"abstention",{"type":44,"tag":84,"props":3191,"children":3192},{},[3193],{"type":44,"tag":58,"props":3194,"children":3196},{"className":3195},[],[3197],{"type":49,"value":2913},{"type":44,"tag":84,"props":3199,"children":3200},{},[3201],{"type":44,"tag":58,"props":3202,"children":3204},{"className":3203},[],[3205],{"type":49,"value":3206},"quality score",{"type":44,"tag":84,"props":3208,"children":3209},{},[3210],{"type":44,"tag":58,"props":3211,"children":3213},{"className":3212},[],[3214],{"type":49,"value":3215},"gate",{"type":44,"tag":84,"props":3217,"children":3218},{},[3219],{"type":44,"tag":58,"props":3220,"children":3222},{"className":3221},[],[3223],{"type":49,"value":3224},"LLM",{"type":44,"tag":133,"props":3226,"children":3228},{"id":3227},"failure-copy",[3229],{"type":49,"value":3230},"Failure Copy",{"type":44,"tag":52,"props":3232,"children":3233},{},[3234],{"type":49,"value":3235},"Use these messages without adding sales copy or process detail.",{"type":44,"tag":52,"props":3237,"children":3238},{},[3239],{"type":44,"tag":3240,"props":3241,"children":3242},"strong",{},[3243],{"type":49,"value":3244},"No traffic in the last 14 days:",{"type":44,"tag":3246,"props":3247,"children":3248},"blockquote",{},[3249],{"type":44,"tag":52,"props":3250,"children":3251},{},[3252],{"type":49,"value":3253},"This project has no meaningful traffic in the last 14 days, so route-level metrics are sparse. I can still check traffic-independent scanner findings and project settings, but I cannot rank route fixes until traffic accumulates.",{"type":44,"tag":52,"props":3255,"children":3256},{},[3257],{"type":44,"tag":3240,"props":3258,"children":3259},{},[3260],{"type":49,"value":3261},"Route-level metrics unavailable:",{"type":44,"tag":3246,"props":3263,"children":3264},{},[3265],{"type":44,"tag":52,"props":3266,"children":3267},{},[3268,3270,3274],{"type":49,"value":3269},"Use the verbatim choice template in ",{"type":44,"tag":72,"props":3271,"children":3272},{"href":1106},[3273],{"type":49,"value":1106},{"type":49,"value":3275},". Do not silently fall back to code-only mode; present the two-path choice: enable Observability Plus and rerun the metric-backed audit, or accept a limited code-only run.",{"type":44,"tag":52,"props":3277,"children":3278},{},[3279],{"type":44,"tag":3240,"props":3280,"children":3281},{},[3282],{"type":49,"value":3283},"Project is not linked:",{"type":44,"tag":3246,"props":3285,"children":3286},{},[3287],{"type":44,"tag":52,"props":3288,"children":3289},{},[3290,3292,3298,3300,3306],{"type":49,"value":3291},"This worktree is not linked to a Vercel project. Run ",{"type":44,"tag":58,"props":3293,"children":3295},{"className":3294},[],[3296],{"type":49,"value":3297},"vercel link --yes --project \u003Cproject-name-or-id> --cwd \u003Capp-dir>",{"type":49,"value":3299}," and rerun the audit. If the team is known, add ",{"type":44,"tag":58,"props":3301,"children":3303},{"className":3302},[],[3304],{"type":49,"value":3305},"--team \u003Cteam-id-or-slug>",{"type":49,"value":177},{"type":44,"tag":52,"props":3308,"children":3309},{},[3310],{"type":44,"tag":3240,"props":3311,"children":3312},{},[3313],{"type":49,"value":3314},"Most route-to-file mappings failed:",{"type":44,"tag":3246,"props":3316,"children":3317},{},[3318],{"type":44,"tag":52,"props":3319,"children":3320},{},[3321],{"type":49,"value":3322},"The route inventory matched fewer than half of the routes we saw in observability. This is common in monorepos with custom routing. I've surfaced what I can match; the rest appear in the \"Not investigated in this run\" section.",{"type":44,"tag":3324,"props":3325,"children":3326},"style",{},[3327],{"type":49,"value":3328},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":3330,"total":3488},[3331,3349,3361,3373,3388,3405,3417,3430,3441,3450,3462,3481],{"slug":3332,"name":3332,"fn":3333,"description":3334,"org":3335,"tags":3336,"stars":3346,"repoUrl":3347,"updatedAt":3348},"agent-browser","automate browser interactions for AI agents","Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to \"open a website\", \"fill out a form\", \"click a button\", \"take a screenshot\", \"scrape data from a page\", \"test this web app\", \"login to a site\", \"automate browser actions\", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3337,3340,3343],{"name":3338,"slug":3339,"type":15},"Agents","agents",{"name":3341,"slug":3342,"type":15},"Automation","automation",{"name":3344,"slug":3345,"type":15},"Browser Automation","browser-automation",38346,"https:\u002F\u002Fgithub.com\u002Fvercel-labs\u002Fagent-browser","2026-07-20T05:55:17.314329",{"slug":3350,"name":3350,"fn":3351,"description":3352,"org":3353,"tags":3354,"stars":3346,"repoUrl":3347,"updatedAt":3360},"agentcore","run browser automation on AWS Bedrock","Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure. Triggers include \"use agentcore\", \"run on AWS\", \"cloud browser with AWS\", \"bedrock browser\", \"agentcore session\", or any task requiring AWS-hosted browser automation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3355,3356,3359],{"name":3341,"slug":3342,"type":15},{"name":3357,"slug":3358,"type":15},"AWS","aws",{"name":3344,"slug":3345,"type":15},"2026-07-17T06:08:33.665276",{"slug":3362,"name":3362,"fn":3363,"description":3364,"org":3365,"tags":3366,"stars":3346,"repoUrl":3347,"updatedAt":3372},"core","navigate and interact with web pages","Core agent-browser usage guide. Read this before running any agent-browser commands. Covers the snapshot-and-ref workflow, navigating pages, interacting with elements (click, fill, type, select), extracting text and data, taking screenshots, managing tabs, handling forms and auth, waiting for content, running multiple browser sessions in parallel, and troubleshooting common failures. Use when the user asks to interact with a website, fill a form, click something, extract data, take a screenshot, log into a site, test a web app, or automate any browser task.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3367,3368,3369],{"name":3338,"slug":3339,"type":15},{"name":3344,"slug":3345,"type":15},{"name":3370,"slug":3371,"type":15},"Navigation","navigation","2026-07-26T05:47:42.378419",{"slug":3374,"name":3374,"fn":3375,"description":3376,"org":3377,"tags":3378,"stars":3346,"repoUrl":3347,"updatedAt":3387},"derive-client","reverse engineer internal APIs from browser traffic","Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints directly, with no browser needed after the first recording. Use when asked to \"derive a client\", \"build a CLI for \u003Csite>\", \"reverse engineer this site's API\", \"record network requests\", \"turn this site into an API\", or when the same site will be automated repeatedly and direct HTTP calls would beat driving the browser every time.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3379,3382,3383,3384],{"name":3380,"slug":3381,"type":15},"API Development","api-development",{"name":3341,"slug":3342,"type":15},{"name":3344,"slug":3345,"type":15},{"name":3385,"slug":3386,"type":15},"Web Scraping","web-scraping","2026-07-20T06:24:11.928835",{"slug":3389,"name":3389,"fn":3390,"description":3391,"org":3392,"tags":3393,"stars":3346,"repoUrl":3347,"updatedAt":3404},"dogfood","perform exploratory testing on web applications","Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to \"dogfood\", \"QA\", \"exploratory test\", \"find issues\", \"bug hunt\", \"test this app\u002Fsite\u002Fplatform\", or review the quality of a web application. Produces a structured report with full reproduction evidence -- step-by-step screenshots, repro videos, and detailed repro steps for every issue -- so findings can be handed directly to the responsible teams.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3394,3395,3398,3401],{"name":3344,"slug":3345,"type":15},{"name":3396,"slug":3397,"type":15},"Debugging","debugging",{"name":3399,"slug":3400,"type":15},"QA","qa",{"name":3402,"slug":3403,"type":15},"Testing","testing","2026-07-17T06:07:41.421482",{"slug":3406,"name":3406,"fn":3407,"description":3408,"org":3409,"tags":3410,"stars":3346,"repoUrl":3347,"updatedAt":3416},"electron","automate Electron desktop applications","Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user needs to interact with an Electron app, automate a desktop app, connect to a running app, control a native app, or test an Electron application. Triggers include \"automate Slack app\", \"control VS Code\", \"interact with Discord app\", \"test this Electron app\", \"connect to desktop app\", or any task requiring automation of a native Electron application.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3411,3412,3413],{"name":3338,"slug":3339,"type":15},{"name":3344,"slug":3345,"type":15},{"name":3414,"slug":3415,"type":15},"Desktop","desktop","2026-07-17T06:08:28.007783",{"slug":3418,"name":3418,"fn":3419,"description":3420,"org":3421,"tags":3422,"stars":3346,"repoUrl":3347,"updatedAt":3429},"slack","interact with Slack workspaces","Interact with Slack workspaces using browser automation. Use when the user needs to check unread channels, navigate Slack, send messages, extract data, find information, search conversations, or automate any Slack task. 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},[3423,3424,3427],{"name":3344,"slug":3345,"type":15},{"name":3425,"slug":3426,"type":15},"Messaging","messaging",{"name":3428,"slug":3418,"type":15},"Slack","2026-07-17T06:08:27.679015",{"slug":3431,"name":3431,"fn":3432,"description":3433,"org":3434,"tags":3435,"stars":3346,"repoUrl":3347,"updatedAt":3440},"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},[3436,3437,3438,3439],{"name":3341,"slug":3342,"type":15},{"name":3344,"slug":3345,"type":15},{"name":3402,"slug":3403,"type":15},{"name":17,"slug":18,"type":15},"2026-07-17T06:08:28.349899",{"slug":3442,"name":3442,"fn":3443,"description":3444,"org":3445,"tags":3446,"stars":25,"repoUrl":26,"updatedAt":3449},"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},[3447,3448],{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},"2026-07-17T06:08:41.18374",{"slug":3451,"name":3451,"fn":3452,"description":3453,"org":3454,"tags":3455,"stars":25,"repoUrl":26,"updatedAt":3461},"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},[3456,3459,3460],{"name":3457,"slug":3458,"type":15},"CLI","cli",{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},"2026-07-17T06:08:41.84179",{"slug":3463,"name":3463,"fn":3464,"description":3465,"org":3466,"tags":3467,"stars":25,"repoUrl":26,"updatedAt":3480},"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},[3468,3471,3474,3477],{"name":3469,"slug":3470,"type":15},"Best Practices","best-practices",{"name":3472,"slug":3473,"type":15},"Frontend","frontend",{"name":3475,"slug":3476,"type":15},"React","react",{"name":3478,"slug":3479,"type":15},"UI Components","ui-components","2026-07-17T06:05:40.576913",{"slug":4,"name":4,"fn":5,"description":6,"org":3482,"tags":3483,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3484,3485,3486,3487],{"name":20,"slug":21,"type":15},{"name":23,"slug":24,"type":15},{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},100,{"items":3490,"total":3558},[3491,3496,3502,3509,3516,3529,3546],{"slug":3442,"name":3442,"fn":3443,"description":3444,"org":3492,"tags":3493,"stars":25,"repoUrl":26,"updatedAt":3449},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3494,3495],{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},{"slug":3451,"name":3451,"fn":3452,"description":3453,"org":3497,"tags":3498,"stars":25,"repoUrl":26,"updatedAt":3461},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3499,3500,3501],{"name":3457,"slug":3458,"type":15},{"name":23,"slug":24,"type":15},{"name":17,"slug":18,"type":15},{"slug":3463,"name":3463,"fn":3464,"description":3465,"org":3503,"tags":3504,"stars":25,"repoUrl":26,"updatedAt":3480},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3505,3506,3507,3508],{"name":3469,"slug":3470,"type":15},{"name":3472,"slug":3473,"type":15},{"name":3475,"slug":3476,"type":15},{"name":3478,"slug":3479,"type":15},{"slug":4,"name":4,"fn":5,"description":6,"org":3510,"tags":3511,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3512,3513,3514,3515],{"name":20,"slug":21,"type":15},{"name":23,"slug":24,"type":15},{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"slug":3517,"name":3517,"fn":3518,"description":3519,"org":3520,"tags":3521,"stars":25,"repoUrl":26,"updatedAt":3528},"vercel-react-best-practices","optimize React and Next.js performance","React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React\u002FNext.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3522,3523,3526,3527],{"name":3472,"slug":3473,"type":15},{"name":3524,"slug":3525,"type":15},"Next.js","next-js",{"name":13,"slug":14,"type":15},{"name":3475,"slug":3476,"type":15},"2026-07-17T06:08:41.518893",{"slug":3530,"name":3530,"fn":3531,"description":3532,"org":3533,"tags":3534,"stars":25,"repoUrl":26,"updatedAt":3545},"vercel-react-native-skills","build performant React Native mobile apps","React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3535,3538,3541,3542],{"name":3536,"slug":3537,"type":15},"Expo","expo",{"name":3539,"slug":3540,"type":15},"Mobile","mobile",{"name":13,"slug":14,"type":15},{"name":3543,"slug":3544,"type":15},"React Native","react-native","2026-07-17T06:04:08.681158",{"slug":3547,"name":3547,"fn":3548,"description":3549,"org":3550,"tags":3551,"stars":25,"repoUrl":26,"updatedAt":3557},"vercel-react-view-transitions","implement React View Transitions","Guide for implementing smooth, native-feeling animations using React's View Transition API (`\u003CViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter\u002Fexit of components, animate list reorder, implement directional (forward\u002Fback) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[3552,3555,3556],{"name":3553,"slug":3554,"type":15},"Animation","animation",{"name":3472,"slug":3473,"type":15},{"name":3475,"slug":3476,"type":15},"2026-07-26T05:48:25.346984",9]