vercel-optimize — Skillopedia

Vercel Optimize Run an observability-first Vercel optimization audit. Do not inspect source files until exists and a deterministic gate points to a route, file, or project setting. Core doctrine: read references/doctrine.md if any rule is unclear. - Metrics first. Recommendations start from Vercel production signals, not repo-wide grep. - Deterministic gates. decides what deserves investigation. - Candidate-bound scope. Read only files named by a candidate or a route-local import chain. - Version-aware citations. Use only ; invalid or version-mismatched citations are stripped. - Customer copy…

\n );\n return re.test(path);\n}\n\nasync function enumerateRoutes(root) {\n const entries = await readdir(root, { recursive: true, withFileTypes: true });\n const routes = [];\n for (const e of entries) {\n if (!e.isFile()) continue;\n const segments = (e.parentPath ?? e.path ?? root).split('/');\n if (segments.some((s) => SKIP_DIRS.has(s))) continue;\n\n const full = join(e.parentPath ?? e.path ?? root, e.name);\n const rel = relative(root, full);\n\n // App Router: route groups ((name)), parallel routes (@slot), private folders\n // (_name), and the top-level page.tsx (no path segment) all need explicit handling.\n let m = rel.match(/^(?:src\\/)?app\\/(.*)\\/(page|route|layout)\\.(tsx?|jsx?)$/);\n if (!m) {\n const top = rel.match(/^(?:src\\/)?app\\/(page|route|layout)\\.(tsx?|jsx?)$/);\n if (top) {\n routes.push({\n routePath: '/',\n file: rel,\n type: routeEntryType(top[1]),\n });\n continue;\n }\n }\n if (m) {\n const stripped = m[1]\n .split('/')\n .filter((seg) => !/^\$[^)]+\$$/.test(seg) && !/^@/.test(seg) && !/^_/.test(seg))\n .join('/')\n .replace(/^\\/+|\\/+$/g, '');\n const routePath = stripped === '' ? '/' : `/${stripped}`;\n routes.push({\n routePath,\n file: rel,\n type: routeEntryType(m[2]),\n });\n continue;\n }\n\n // Astro endpoint filenames commonly include the response extension\n // (`feed.xml.ts`, `robots.txt.ts`). Handle these before the generic\n // `src/pages` rule, which otherwise treats them as page components.\n m = rel.match(/^src\\/pages\\/(.*\\.(?:xml|json|txt|rss|atom|svg|png|jpg|jpeg|webp))\\.(tsx?|jsx?|mjs|cjs)$/);\n if (m) {\n const name = normalizeRouteFileStem(m[1]);\n routes.push({\n routePath: name === '' ? '/' : '/' + name,\n file: rel,\n type: 'route',\n });\n continue;\n }\n\n m = rel.match(/^(?:src\\/)?pages\\/(.*)\\.(tsx?|jsx?)$/);\n if (m) {\n const name = m[1].replace(/\\/index$/, '').replace(/^index$/, '');\n const isApi = /^api\\//.test(name);\n routes.push({\n routePath: name === '' ? '/' : '/' + name,\n file: rel,\n type: isApi ? 'route' : 'page',\n });\n continue;\n }\n\n // Nuxt 3/4 pages. Dynamic segments use the same bracket shape as metrics\n // (`[id]`, `[...slug]`), so keep them intact for route matching.\n m = rel.match(/^(?:app\\/)?pages\\/(.*)\\.vue$/);\n if (m) {\n const name = normalizeRouteFileStem(m[1]);\n routes.push({\n routePath: name === '' ? '/' : '/' + name,\n file: rel,\n type: 'page',\n });\n continue;\n }\n\n // Nuxt server routes: server/api/foo.get.ts -> /api/foo,\n // server/routes/rss.xml.ts -> /rss.xml.\n m = rel.match(/^server\\/(api|routes)\\/(.*)\\.(tsx?|jsx?|mjs|cjs)$/);\n if (m) {\n const base = m[1] === 'api' ? 'api/' : '';\n const name = normalizeRouteFileStem(`${base}${m[2]}`);\n routes.push({\n routePath: name === '' ? '/' : '/' + name,\n file: rel,\n type: 'route',\n });\n continue;\n }\n\n // Astro pages and endpoints. This is limited framework support, but route\n // mapping still improves reports when Vercel metrics use user-facing paths.\n m = rel.match(/^src\\/pages\\/(.*)\\.(astro|tsx?|jsx?|mjs|cjs)$/);\n if (m) {\n const name = normalizeRouteFileStem(m[1]);\n routes.push({\n routePath: name === '' ? '/' : '/' + name,\n file: rel,\n type: m[2] === 'astro' ? 'page' : 'route',\n });\n continue;\n }\n\n // SvelteKit: +page.svelte = page, +page.server.{ts,js} pairs with it (treat\n // as page), +server.{ts,js} = API route, +layout.* = ancestor layout context.\n // Route groups (auth) stripped like Next; dynamic segments [slug]/[...rest]/[[opt]] preserved.\n m = rel.match(/^src\\/routes\\/(.*)\\/\\+(page\\.svelte|page\\.server\\.(?:ts|js)|server\\.(?:ts|js)|layout\\.svelte|layout\\.server\\.(?:ts|js))$/);\n if (m || /^src\\/routes\\/\\+(page\\.svelte|page\\.server\\.(?:ts|js)|server\\.(?:ts|js)|layout\\.svelte|layout\\.server\\.(?:ts|js))$/.test(rel)) {\n const fileTypeMatch = rel.match(/\\+(page\\.svelte|page\\.server\\.(?:ts|js)|server\\.(?:ts|js)|layout\\.svelte|layout\\.server\\.(?:ts|js))$/);\n const fileType = fileTypeMatch?.[1] ?? '';\n const segs = (m?.[1] ?? '').split('/').filter(Boolean)\n .filter((seg) => !/^\$[^)]+\$$/.test(seg));\n const routePath = segs.length === 0 ? '/' : '/' + segs.join('/');\n const type = fileType.startsWith('server') ? 'route' : fileType.startsWith('layout') ? 'layout' : 'page';\n // When +page.svelte AND +page.server.ts both exist, +page.svelte wins ownership.\n const existing = type === 'layout' ? null : routes.find((r) => r.routePath === routePath && r.type !== 'layout');\n if (existing) {\n if (fileType === 'page.svelte' && existing.type === 'page') {\n existing.file = rel;\n }\n continue;\n }\n routes.push({ routePath, file: rel, type });\n continue;\n }\n }\n return routes.sort((a, b) =>\n a.routePath.localeCompare(b.routePath)\n || routeTypeOrder(a.type) - routeTypeOrder(b.type)\n || a.file.localeCompare(b.file)\n );\n}\n\nfunction routeEntryType(name) {\n return name === 'route' ? 'route' : name === 'layout' ? 'layout' : 'page';\n}\n\nfunction normalizeRouteFileStem(stem) {\n return String(stem ?? '')\n .replace(/\\/index$/, '')\n .replace(/^index$/, '')\n .replace(/\\.(?:get|post|put|patch|delete|options|head)$/, '')\n .replace(/^\\/+|\\/+$/g, '');\n}\n\nfunction routeTypeOrder(type) {\n return type === 'page' ? 0 : type === 'route' ? 1 : type === 'layout' ? 2 : 3;\n}\n\nfunction mapFileToRoute(filePath, routes) {\n const r = routes.find((rt) => rt.file === filePath);\n return r?.routePath ?? null;\n}\n\nmain().catch((err) => {\n process.stderr.write(`[scan-codebase] FAILED: ${err.message}\\n`);\n process.exit(1);\n});\n","content_type":"text/javascript","language":"javascript","size":11521,"content_sha256":"4b5c847899604831aafd3fcdf860968792e99203670a3ba6f3947cb7ae708705"},{"filename":"scripts/verify-and-regen.mjs","content":"#!/usr/bin/env node\n// Verify → grade → emit regenPlan. Does NOT spawn sub-agents — the\n// orchestrator reads regenPlan, re-spawns one sub-agent per targeted candidate\n// with topFailures injected, then re-runs this script. Thresholds are tuned\n// below (REGEN_*, QUALITY_FLOOR) — read those constants for the live values.\n\nimport { readFile, writeFile } from 'node:fs/promises';\nimport { dirname, resolve } from 'node:path';\nimport { mkdir } from 'node:fs/promises';\nimport { verifyClaim } from '../lib/verify-claim.mjs';\nimport { extractClaims, summarizeClaimResults } from '../lib/extract-claims.mjs';\nimport { gradeRecommendation, applyQualityFloor } from '../lib/grade-recommendation.mjs';\nimport { deriveProjectFacts } from '../lib/project-facts.mjs';\nimport { resolveRepoRoot } from '../lib/repo-root.mjs';\nimport { applySanitizers } from '../lib/sanitizers/index.mjs';\n\nconst SCHEMA_VERSION = '1.0';\nconst REGEN_PASS_RATE_THRESHOLD = 0.8;\n// 1/1 failed is as broken as 1/5; below 2 claims is below the noise floor.\nconst REGEN_MIN_CLAIMS = 2;\n// The Poor/Fair grade boundary — Poor recs erode trust faster than recall helps.\nconst QUALITY_FLOOR = 0.55;\n\nconst log = (...a) => console.error('[verify-and-regen]', ...a);\n\nasync function main() {\n const args = parseArgs(process.argv.slice(2));\n if (!args.recsPath) {\n console.error('usage: node scripts/verify-and-regen.mjs \u003crecommendations.json> [--signals merged.json] [--repo-root DIR] [--out FILE]');\n process.exit(1);\n }\n\n const recs = JSON.parse(await readFile(args.recsPath, 'utf-8'));\n if (!Array.isArray(recs)) {\n console.error('[verify-and-regen] FATAL: recommendations.json must be an array of rec objects');\n process.exit(2);\n }\n\n let framework, version, cacheComponents, knownFindings = [], projectFacts = [], signals = null;\n if (args.signalsPath) {\n signals = JSON.parse(await readFile(args.signalsPath, 'utf-8'));\n const stack = signals.stack ?? signals.codebase?.stack ?? {};\n framework = stack.framework;\n version = stack.frameworkVersion;\n cacheComponents = stack.cacheComponents;\n knownFindings = (signals.codebase?.findings ?? signals.findings ?? [])\n .filter((f) => f.file && (f.line != null))\n .map((f) => ({ file: f.file, line: f.line }));\n projectFacts = deriveProjectFacts(signals);\n if (projectFacts.length > 0) {\n log(`project facts in play: ${projectFacts.map((f) => f.id).join(', ')}`);\n }\n }\n\n // Repo-root priority: (1) signals.project.rootDirectory from Vercel API\n // (authoritative — returns \"apps/\u003cname>\" so cwd can be back-mapped without\n // filesystem probing), (2) supplied --repo-root, (3) walk-up from cwd.\n const rootResult = await resolveRepoRoot(recs, args.repoRoot, process.cwd(), signals);\n const repoRoot = rootResult.root;\n if (rootResult.source === 'api') {\n log(`repo-root from Vercel API: '${repoRoot}' (rootDirectory='${rootResult.apiOffset}')`);\n } else if (rootResult.source === 'auto-detected') {\n log(`repo-root auto-detected: '${repoRoot}' (probe: ${rootResult.probe})`);\n } else if (rootResult.source === 'corrected') {\n log(`repo-root auto-corrected: '${args.repoRoot}' → '${repoRoot}' (sub-agent paths resolve there)`);\n }\n log(`verifying ${recs.length} rec(s) — framework=${framework ?? '?'}@${version ?? '?'} repoRoot=${repoRoot}`);\n\n // knownFindings MUST combine scanner findings + sub-agent's verified\n // findingRefs — scanner-only grounding would miss every metric-gate rec.\n // Abstentions are first-class outputs ({abstain:true, candidateRef, reason})\n // and MUST NOT be graded; the abstention IS the answer.\n const recsGraded = [];\n const abstentions = [];\n const observations = [];\n const sanitizerDropped = [];\n for (let i = 0; i \u003c recs.length; i++) {\n const rec = recs[i];\n\n if (rec?.abstain === true) {\n abstentions.push({\n index: i,\n candidateRef: rec.candidateRef ?? null,\n reason: rec.reason ?? '(no reason recorded)',\n });\n // Observation: real non-perf signal worth surfacing (regression, error storm).\n if (rec.observation && typeof rec.observation === 'object' && rec.observation.summary) {\n observations.push({\n index: i,\n candidateRef: rec.candidateRef ?? null,\n summary: String(rec.observation.summary),\n evidence: rec.observation.evidence ?? null,\n suggestedAction: rec.observation.suggestedAction ?? null,\n kind: rec.observation.kind ?? 'other',\n });\n }\n continue;\n }\n\n const baseClaimCtx = {\n framework,\n version,\n repoRoot,\n projectFacts,\n projectRootDirectory: signals?.project?.rootDirectory ?? null,\n cacheComponents,\n signals,\n };\n const initialClaims = extractClaims(rec, baseClaimCtx);\n const initialVerifyResults = await Promise.all(initialClaims.map((c) => verifyClaim(c)));\n const initialClaimsWithResults = initialVerifyResults.map((r, j) => ({\n ...r,\n type: initialClaims[j]?.type,\n claimType: initialClaims[j]?.type,\n claim: initialClaims[j],\n }));\n const sanitizerResult = await applySanitizers(rec, {\n framework,\n version,\n signals,\n verifyResults: initialClaimsWithResults,\n });\n if (!sanitizerResult.kept) {\n sanitizerDropped.push({\n index: i,\n candidateRef: rec.candidateRef ?? null,\n what: rec.what ?? null,\n reason: sanitizerResult.dropReason ?? 'automated-check',\n });\n continue;\n }\n\n const sanitizedRec = sanitizerResult.rec;\n const claims = extractClaims(sanitizedRec, baseClaimCtx);\n const verifyResults = await Promise.all(claims.map((c) => verifyClaim(c)));\n const verification = summarizeClaimResults(verifyResults);\n\n // A findingRef whose file_exists claim verified counts as grounding evidence.\n const verifiedRefs = [];\n for (let j = 0; j \u003c claims.length; j++) {\n const c = claims[j];\n const r = verifyResults[j];\n if (r?.disposition !== 'verified') continue;\n if (c.sourceField === 'findingRefs' && c.type === 'file_exists') {\n const ref = (rec.findingRefs ?? []).find((x) => String(x).startsWith(c.file + ':'));\n if (ref) {\n const m = String(ref).match(/^(.+?):(\\d+)$/);\n if (m) verifiedRefs.push({ file: m[1], line: Number(m[2]) });\n }\n }\n }\n const recKnownFindings = [...knownFindings, ...verifiedRefs];\n const quality = gradeRecommendation(sanitizedRec, { knownFindings: recKnownFindings });\n\n recsGraded.push({\n index: i,\n rec: { ...sanitizedRec, verification, verifyResults, quality },\n claims,\n verifyResults,\n verification,\n quality,\n });\n }\n\n // Project-config contradictions are a HARD trigger: a \"turn on Fluid\" rec on\n // a project where Fluid is already on passes 8/9 claims but is the wrong rec.\n // passRate alone won't catch this.\n const regenPlan = [];\n for (const g of recsGraded) {\n const { passRate, verifiable } = g.verification;\n const claimsWithResults = g.verifyResults.map((r, j) => ({ ...r, claim: g.claims[j] }));\n const contradictions = claimsWithResults.filter(\n (r) => r.disposition === 'failed' && r.claim?.type === 'does_not_contradict_project_config'\n );\n const triggeredByPassRate = verifiable >= REGEN_MIN_CLAIMS && passRate \u003c REGEN_PASS_RATE_THRESHOLD;\n const cacheSafetyFailures = claimsWithResults.filter(\n (r) => r.disposition === 'failed' && (\n r.claim?.type === 'cache_vary_matches_dynamic_inputs' ||\n r.claim?.type === 'cache_vary_cardinality_safe'\n )\n );\n const semanticSafetyFailures = claimsWithResults.filter(\n (r) => r.disposition === 'failed' && (\n r.claim?.type === 'next_cached_not_found_causal_support' ||\n r.claim?.type === 'next_stable_cache_api_for_version' ||\n r.claim?.type === 'next_runtime_cache_api_for_version' ||\n r.claim?.type === 'next_cache_life_single_execution' ||\n r.claim?.type === 'next_cache_lifetime_freshness_supported' ||\n r.claim?.type === 'next_cache_components_route_chain_file' ||\n r.claim?.type === 'next_cache_life_cdn_header_semantics' ||\n r.claim?.type === 'image_response_headers_citation' ||\n r.claim?.type === 'next_image_priority_api_for_version' ||\n r.claim?.type === 'next_cache_components_route_segment_config' ||\n r.claim?.type === 'next_route_revalidate_static_prereq' ||\n r.claim?.type === 'next_cache_tag_invalidation_supported' ||\n r.claim?.type === 'cache_rec_not_error_dominated_or_acknowledged' ||\n r.claim?.type === 'cache_control_header_syntax' ||\n r.claim?.type === 'cache_control_headers_citation' ||\n r.claim?.type === 'cache_404_long_ttl_safety' ||\n r.claim?.type === 'route_error_not_found_status_and_scope' ||\n r.claim?.type === 'immutable_dynamic_route_safety' ||\n r.claim?.type === 'auth_guard_parallelization_safety' ||\n r.claim?.type === 'parallelization_impact_not_overclaimed' ||\n r.claim?.type === 'parallelization_not_cpu_bound_work' ||\n r.claim?.type === 'runtime_error_cause_supported' ||\n r.claim?.type === 'vercel_ignore_command_project_state'\n )\n );\n const triggeredByContradiction = contradictions.length > 0;\n const triggeredByCacheSafety = cacheSafetyFailures.length > 0;\n const triggeredBySemanticSafety = semanticSafetyFailures.length > 0;\n if (!triggeredByPassRate && !triggeredByContradiction && !triggeredByCacheSafety && !triggeredBySemanticSafety) continue;\n\n const failures = claimsWithResults\n .filter((r) => r.disposition === 'failed')\n .slice(0, 5);\n regenPlan.push({\n index: g.index,\n candidateRef: g.rec.candidateRef ?? null,\n what: g.rec.what ?? null,\n verifiableClaimCount: verifiable,\n passRate,\n regenTrigger: triggeredByContradiction\n ? 'project_config_contradiction'\n : triggeredByCacheSafety\n ? 'cache_vary_safety'\n : triggeredBySemanticSafety\n ? 'semantic_safety'\n : 'pass_rate_below_threshold',\n topFailures: failures.map((f) => ({\n claimType: f.claim?.type,\n field: f.claim?.sourceField,\n url: f.claim?.url,\n file: f.claim?.file,\n pattern: f.claim?.pattern,\n reason: f.reason,\n })),\n regenBriefHint: triggeredByContradiction\n ? 'Sub-agent recommended toggling on a project setting that is already enabled. Re-spawn with the project-config Strengths block highlighted; the rec must drop the contradictory step and keep only the actionable parts.'\n : triggeredByCacheSafety\n ? 'Sub-agent recommended CDN caching with unsafe or missing Vary behavior. Re-spawn with the cache safety failure highlighted; the rec must use a low-cardinality Vary header that matches the dynamic inputs, or abstain.'\n : triggeredBySemanticSafety\n ? 'Sub-agent made a framework-semantic claim that failed deterministic checks. Re-spawn with the failure highlighted; the rec must either add version-correct code/citations/runtime evidence or abstain.'\n : 'Re-spawn the sub-agent with this rec\\'s topFailures injected as feedback. Re-emit the rec only if regenPassRate >= originalPassRate AND citation count not gutted.',\n });\n }\n\n const qualityCheck = applyQualityFloor(recsGraded.map((g) => g.rec), QUALITY_FLOOR);\n const hardRegenIndexes = new Set(regenPlan.map((p) => p.index));\n const qualityDroppedIndexes = new Set(\n qualityCheck.dropped\n .map((d) => recsGraded.findIndex((g) => g.rec === d.rec))\n .filter((i) => i >= 0)\n );\n const needsReviewIndexes = new Set(\n recsGraded\n .filter((g) => g.rec.needsReview === true)\n .map((g) => g.index)\n );\n const verifiedRecommendations = recsGraded\n .filter((g) => !hardRegenIndexes.has(g.index) && !qualityDroppedIndexes.has(g.index) && !needsReviewIndexes.has(g.index))\n .map((g) => g.rec);\n const withheldRecommendations = recsGraded\n .filter((g) => hardRegenIndexes.has(g.index) || qualityDroppedIndexes.has(g.index) || needsReviewIndexes.has(g.index))\n .map((g) => ({\n index: g.index,\n candidateRef: g.rec.candidateRef ?? null,\n what: g.rec.what ?? null,\n reason: hardRegenIndexes.has(g.index)\n ? (regenPlan.find((p) => p.index === g.index)?.regenTrigger ?? 'verification')\n : qualityDroppedIndexes.has(g.index)\n ? 'quality_floor'\n : 'needs_review',\n }));\n\n const summary = {\n totalRecs: recs.length,\n abstentions: abstentions.length,\n observations: observations.length,\n sanitizerDropped: sanitizerDropped.length,\n needsRegen: regenPlan.length,\n qualityDropped: qualityCheck.dropped.length,\n needsReview: needsReviewIndexes.size,\n verifiedRecommendations: verifiedRecommendations.length,\n withheldRecommendations: withheldRecommendations.length,\n averagePassRate: recsGraded.length > 0\n ? round4(recsGraded.reduce((s, g) => s + g.verification.passRate, 0) / recsGraded.length)\n : null,\n averageQuality: recsGraded.length > 0\n ? round4(recsGraded.reduce((s, g) => s + g.quality.overall, 0) / recsGraded.length)\n : null,\n };\n\n const output = {\n schemaVersion: SCHEMA_VERSION,\n summary,\n recsGraded: recsGraded.map((g) => g.rec),\n verifiedRecommendations,\n renderableRecommendations: verifiedRecommendations,\n withheldRecommendations,\n abstentions,\n observations,\n sanitizerDropped,\n regenPlan,\n qualityDropped: qualityCheck.dropped.map((d) => ({\n index: recsGraded.findIndex((g) => g.rec === d.rec),\n candidateRef: d.rec.candidateRef ?? null,\n quality: d.rec.quality,\n reason: d.reason,\n })),\n };\n\n const serialized = JSON.stringify(output, null, 2) + '\\n';\n if (args.outPath) {\n await mkdir(dirname(args.outPath), { recursive: true });\n await writeFile(args.outPath, serialized, 'utf-8');\n log(`wrote ${serialized.length}B → ${args.outPath}`);\n } else {\n process.stdout.write(serialized);\n }\n log(`done: ${summary.totalRecs} records checked; ${summary.verifiedRecommendations} ready, ${summary.withheldRecommendations} held back, ${summary.abstentions} found no supported change, ${summary.sanitizerDropped} dropped by safety checks`);\n}\n\nfunction parseArgs(argv) {\n const out = { positional: [] };\n for (let i = 0; i \u003c argv.length; i++) {\n const a = argv[i];\n if (a === '--signals') out.signalsPath = argv[++i];\n else if (a.startsWith('--signals=')) out.signalsPath = a.slice('--signals='.length);\n else if (a === '--repo-root') out.repoRoot = argv[++i];\n else if (a.startsWith('--repo-root=')) out.repoRoot = a.slice('--repo-root='.length);\n else if (a === '--out') out.outPath = resolve(argv[++i]);\n else if (a.startsWith('--out=')) out.outPath = resolve(a.slice('--out='.length));\n else out.positional.push(a);\n }\n out.recsPath = out.positional[0];\n return out;\n}\n\nfunction round4(n) { return Math.round(n * 10000) / 10000; }\n\nmain().catch((err) => {\n console.error('[verify-and-regen] FAILED:', err.message);\n console.error(err.stack);\n process.exit(1);\n});\n","content_type":"text/javascript","language":"javascript","size":15238,"content_sha256":"9211268107c17f577d24a8994515946b9fd3a1fc1d2353a79dd0a139df25f706"},{"filename":"scripts/verify-finding.mjs","content":"#!/usr/bin/env node\n// CLI shell around lib/verify-claim.mjs. argv[2] = JSON claim, stdout = result.\n// Claim `type` enum: pattern_count | pattern_exists | pattern_absent | file_exists |\n// code_snippet | repo_count | citation_in_library | citation_applies_to_version.\n\nimport { verifyClaim } from '../lib/verify-claim.mjs';\n\nconst SCHEMA_VERSION = '1.0';\n\nasync function main() {\n const claim = JSON.parse(process.argv[2] || '{}');\n const result = await verifyClaim(claim);\n process.stdout.write(JSON.stringify({ schemaVersion: SCHEMA_VERSION, ...result }, null, 2) + '\\n');\n}\n\nmain().catch((err) => {\n process.stderr.write(`[verify-finding] FAILED: ${err.message}\\n`);\n process.exit(1);\n});\n","content_type":"text/javascript","language":"javascript","size":698,"content_sha256":"534590f7900e20648f67cc2d6845502960709ddfeb10cbb6733ade37b2eebe8e"}],"content_json":{"type":"doc","content":[{"type":"heading","attrs":{"level":1},"content":[{"text":"Vercel Optimize","type":"text"}]},{"type":"paragraph","content":[{"text":"Run an observability-first Vercel optimization audit. Do not inspect source files until ","type":"text"},{"text":"signals.json","type":"text","marks":[{"type":"code_inline"}]},{"text":" exists and a deterministic gate points to a route, file, or project setting.","type":"text"}]},{"type":"paragraph","content":[{"text":"Core doctrine: read ","type":"text"},{"text":"references/doctrine.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/doctrine.md","title":null}}]},{"text":" if any rule is unclear.","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Metrics first. Recommendations start from Vercel production signals, not repo-wide grep.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Deterministic gates. ","type":"text"},{"text":"scripts/gate-investigations.mjs","type":"text","marks":[{"type":"code_inline"}]},{"text":" decides what deserves investigation.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Candidate-bound scope. Read only files named by a candidate or a route-local import chain.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Version-aware citations. Use only ","type":"text"},{"text":"references/docs-library.json","type":"text","marks":[{"type":"code_inline"}]},{"text":"; invalid or version-mismatched citations are stripped.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Customer copy. Read ","type":"text"},{"text":"references/voice.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/voice.md","title":null}}]},{"text":" before writing report text or chat output.","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Prerequisites","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Vercel CLI v53+ with ","type":"text"},{"text":"vercel metrics","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"vercel usage","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"vercel contract","type":"text","marks":[{"type":"code_inline"}]},{"text":", and ","type":"text"},{"text":"vercel api","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Authenticated CLI session: ","type":"text"},{"text":"vercel login","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Linked app directory: ","type":"text"},{"text":"vercel link","type":"text","marks":[{"type":"code_inline"}]},{"text":". ","type":"text"},{"text":"VERCEL_PROJECT_ID","type":"text","marks":[{"type":"code_inline"}]},{"text":" can help resolve project config, but ","type":"text"},{"text":"vercel metrics","type":"text","marks":[{"type":"code_inline"}]},{"text":" still requires directory linkage. The link or environment must include the intended project org/team/user scope so the collector can resolve a CLI-safe ","type":"text"},{"text":"--scope","type":"text","marks":[{"type":"code_inline"}]},{"text":" and keep ","type":"text"},{"text":"vercel metrics","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"vercel usage","type":"text","marks":[{"type":"code_inline"}]},{"text":", and ","type":"text"},{"text":"vercel contract","type":"text","marks":[{"type":"code_inline"}]},{"text":" on the same account.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Node.js 20+.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Observability Plus for route-level metric-backed recommendations.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Never put auth tokens in shell commands. Do not type ","type":"text"},{"text":"VERCEL_TOKEN=...","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"--token ...","type":"text","marks":[{"type":"code_inline"}]},{"text":", or ","type":"text"},{"text":"Authorization: Bearer ...","type":"text","marks":[{"type":"code_inline"}]},{"text":" into commands that may be echoed in chat.","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Framework Support","type":"text"}]},{"type":"paragraph","content":[{"text":"The preflight reads ","type":"text"},{"text":"package.json","type":"text","marks":[{"type":"code_inline"}]},{"text":" and sets expectations before metric fan-out.","type":"text"}]},{"type":"table","attrs":{"layout":null},"content":[{"type":"tr","content":[{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Framework","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Status","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Notes","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Next.js App Router","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"supported","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"strongest route mapping, scanners, playbooks, citations","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Next.js Pages Router","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"supported","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"scoped to Pages Router idioms when detected","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"SvelteKit","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"supported","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"route mapping for ","type":"text"},{"text":"src/routes","type":"text","marks":[{"type":"code_inline"}]},{"text":" files and SvelteKit scanner","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Nuxt","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"supported","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"route mapping plus generic/platform checks; fewer framework-specific recs","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Astro","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"limited","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"route mapping plus generic checks; fewer framework-specific recs","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Hono / Remix / unknown","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"blocked by default","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"continue only if the user accepts a limited platform/code-only audit","type":"text"}]}]}]}]},{"type":"paragraph","content":[{"text":"If unsupported, stop and ask before scanning or gating:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"text"},"content":[{"text":"This 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/scanner 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?","type":"text"}]},{"type":"paragraph","content":[{"text":"If the user continues, rerun collection with ","type":"text"},{"text":"--continue-unsupported-framework","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Run Directory","type":"text"}]},{"type":"paragraph","content":[{"text":"Use a fresh run directory for every audit. Do not reuse briefs, sub-agent outputs, or reports across runs.","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"RUN_DIR=\"$(mktemp -d -t vercel-optimize-XXXXXX)\"","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Pipeline","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"1. Collect, scan, and merge signals","type":"text"}]},{"type":"paragraph","content":[{"text":"Run from the linked app directory or pass ","type":"text"},{"text":"--cwd","type":"text","marks":[{"type":"code_inline"}]},{"text":" where a script supports it. Keep stdout JSON separate from stderr logs. Do not combine streams.","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/collect-signals.mjs [projectId] > \"$RUN_DIR/vercel-signals.json\" 2> \"$RUN_DIR/collect.stderr\"\nnode -e 'JSON.parse(require(\"fs\").readFileSync(process.argv[1], \"utf8\"))' \"$RUN_DIR/vercel-signals.json\"\n\nnode scripts/scan-codebase.mjs \u003crepo-root> > \"$RUN_DIR/codebase.json\"\nnode scripts/merge-signals.mjs \"$RUN_DIR/vercel-signals.json\" \"$RUN_DIR/codebase.json\" --out \"$RUN_DIR/signals.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Collection details, schemas, metric IDs, and degradation behavior live in ","type":"text"},{"text":"references/data-collection.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/data-collection.md","title":null}}]},{"text":". The metric registry is ","type":"text"},{"text":"lib/queries.mjs","type":"text","marks":[{"type":"link","attrs":{"href":"lib/queries.mjs","title":null}}]},{"text":"; keep all queries on the shared 14-day window.","type":"text"}]},{"type":"paragraph","content":[{"text":"collect-signals.mjs","type":"text","marks":[{"type":"code_inline"}]},{"text":" resolves the linked project owner to ","type":"text"},{"text":"commandScope.cliScope","type":"text","marks":[{"type":"code_inline"}]},{"text":" 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 ","type":"text"},{"text":"--scope","type":"text","marks":[{"type":"code_inline"}]},{"text":". Do not run ","type":"text"},{"text":"vercel usage","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"vercel metrics","type":"text","marks":[{"type":"code_inline"}]},{"text":", or ","type":"text"},{"text":"vercel contract","type":"text","marks":[{"type":"code_inline"}]},{"text":" manually without the same scope; unscoped usage can report the user's personal organization while route metrics come from the team project.","type":"text"}]},{"type":"paragraph","content":[{"text":"If project or scope resolution is ambiguous, stop and ask the user which Vercel project and team/personal scope they want audited. Do not infer the intended scope from the current ","type":"text"},{"text":"vercel whoami","type":"text","marks":[{"type":"code_inline"}]},{"text":" team, and do not proceed with metrics, usage, or contract collection until the link, an exact project match in ","type":"text"},{"text":".vercel/repo.json","type":"text","marks":[{"type":"code_inline"}]},{"text":", or ","type":"text"},{"text":"VERCEL_PROJECT_ID","type":"text","marks":[{"type":"code_inline"}]},{"text":" + ","type":"text"},{"text":"VERCEL_ORG_ID","type":"text","marks":[{"type":"code_inline"}]},{"text":" identifies the intended account.","type":"text"}]},{"type":"paragraph","content":[{"text":"Use this prompt for ","type":"text"},{"text":"PROJECT_SCOPE_UNRESOLVED","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"SCOPE_UNRESOLVED","type":"text","marks":[{"type":"code_inline"}]},{"text":", or ","type":"text"},{"text":"PROJECT_SCOPE_MISMATCH","type":"text","marks":[{"type":"code_inline"}]},{"text":":","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"text"},"content":[{"text":"I 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/name, or tell me it's under your personal account. Once confirmed, I'll relink or rerun collection against that exact scope before checking metrics.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"1.1 Stop on blockers","type":"text"}]},{"type":"paragraph","content":[{"text":"Check blockers before gating:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"jq '{frameworkSupportBlocker, observabilityPlus, observabilityPlusUsable, observabilityPlusBlocker, observabilityPlusBlockerDetail}' \"$RUN_DIR/signals.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Required actions:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"frameworkSupportBlocker === \"unsupported_framework\"","type":"text","marks":[{"type":"code_inline"}]},{"text":": use the unsupported-framework prompt above.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"PROJECT_SCOPE_UNRESOLVED","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"SCOPE_UNRESOLVED","type":"text","marks":[{"type":"code_inline"}]},{"text":", or ","type":"text"},{"text":"PROJECT_SCOPE_MISMATCH","type":"text","marks":[{"type":"code_inline"}]},{"text":": stop and ask which Vercel project and team/personal scope the user wants audited. For team projects, rerun after ","type":"text"},{"text":"vercel link --yes --project \u003cproject-name-or-id> --team \u003cteam-slug>","type":"text","marks":[{"type":"code_inline"}]},{"text":"; for personal projects, rerun after linking under the intended user account or after setting both ","type":"text"},{"text":"VERCEL_PROJECT_ID","type":"text","marks":[{"type":"code_inline"}]},{"text":" and ","type":"text"},{"text":"VERCEL_ORG_ID","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"observabilityPlusBlocker === null","type":"text","marks":[{"type":"code_inline"}]},{"text":": continue.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"no_traffic","type":"text","marks":[{"type":"code_inline"}]},{"text":": tell the user route metrics are sparse; continue only if they accept limited output.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"payment_required","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"no_oplus_probe","type":"text","marks":[{"type":"code_inline"}]},{"text":": render ","type":"text"},{"text":"references/observability-plus.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/observability-plus.md","title":null}}]},{"text":" verbatim and ask.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"project_disabled","type":"text","marks":[{"type":"code_inline"}]},{"text":": tell the user to enable Observability Plus for the project or accept a limited audit.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"daily_quota_exceeded","type":"text","marks":[{"type":"code_inline"}]},{"text":": 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.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"not_linked","type":"text","marks":[{"type":"code_inline"}]},{"text":": link the app directory, then rerun Step 1. If app path and project are known:","type":"text"}]}]}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"vercel link --yes --project \u003cproject-name-or-id> --cwd \u003capp-dir>\n# add --team \u003cteam-id-or-slug> when known","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"forbidden","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"project_not_found","type":"text","marks":[{"type":"code_inline"}]},{"text":": fix auth/team scope. Do not pitch Observability Plus.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"all_failed_other","type":"text","marks":[{"type":"code_inline"}]},{"text":": show the raw error code and ask whether to continue in limited code-only mode.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Do not silently fall back to code-only mode. If the user accepts a limited audit, rerun collection with:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/collect-signals.mjs [projectId] --continue-without-observability > \"$RUN_DIR/vercel-signals.json\" 2> \"$RUN_DIR/collect.stderr\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Then scan and merge again.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"2. Gate candidates","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/gate-investigations.mjs \"$RUN_DIR/signals.json\" > \"$RUN_DIR/gate.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Output shape:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"toLaunch","type":"text","marks":[{"type":"code_inline"}]},{"text":": code-scope candidates to investigate.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"platform","type":"text","marks":[{"type":"code_inline"}]},{"text":": project/account-scope recommendations.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"gated","type":"text","marks":[{"type":"code_inline"}]},{"text":": skipped, covered, or disqualified candidates that must still appear in the report.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"budget","type":"text","marks":[{"type":"code_inline"}]},{"text":": candidate budget and selection mode.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Default budget is 6 code-scope candidates with a diversity guardrail. To expand:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/gate-investigations.mjs \"$RUN_DIR/signals.json\" --max-candidates 12 > \"$RUN_DIR/gate.json\"\nnode scripts/gate-investigations.mjs \"$RUN_DIR/signals.json\" --max-candidates all > \"$RUN_DIR/gate.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Generated candidate docs: ","type":"text"},{"text":"references/candidates.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/candidates.md","title":null}}]},{"text":".","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"2.1 Ask about audit scope when needed","type":"text"}]},{"type":"paragraph","content":[{"text":"Before deep-dive, run:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/budget-summary.mjs \"$RUN_DIR/gate.json\" --format json > \"$RUN_DIR/budget-summary.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"If ","type":"text"},{"text":"shouldAsk","type":"text","marks":[{"type":"code_inline"}]},{"text":" is false, continue.","type":"text"}]},{"type":"paragraph","content":[{"text":"If ","type":"text"},{"text":"shouldAsk","type":"text","marks":[{"type":"code_inline"}]},{"text":" is true:","type":"text"}]},{"type":"ordered_list","attrs":{"order":1,"listStyle":"number"},"content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Print ","type":"text"},{"text":"exactChatMessage.body","type":"text","marks":[{"type":"code_inline"}]},{"text":" exactly as returned. Do not summarize, truncate, reorder, or rewrite it.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Then ask ","type":"text"},{"text":"questionText","type":"text","marks":[{"type":"code_inline"}]},{"text":" using ","type":"text"},{"text":"questionPayload","type":"text","marks":[{"type":"code_inline"}]},{"text":" when the host supports structured questions.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"If the user chooses a different number, rerun the gate with ","type":"text"},{"text":"--max-candidates \u003cchoice>","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Never put the long preview inside the question field. The preview and the question are separate surfaces.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"2.2 Deep-dive and reconcile","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/deep-dive.mjs \"$RUN_DIR/signals.json\" \"$RUN_DIR/gate.json\" --cwd \u003cproject-dir> > \"$RUN_DIR/investigation-evidence.json\"\n\nnode scripts/reconcile-candidates.mjs \"$RUN_DIR/investigation-evidence.json\" \\\n --gate \"$RUN_DIR/gate.json\" \\\n --out \"$RUN_DIR/reconciled-investigation.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"--cwd","type":"text","marks":[{"type":"code_inline"}]},{"text":" must be the linked project directory so ","type":"text"},{"text":"deep-dive.mjs","type":"text","marks":[{"type":"code_inline"}]},{"text":" can verify the same project link and reuse ","type":"text"},{"text":"signals.json.commandScope.cliScope","type":"text","marks":[{"type":"code_inline"}]},{"text":" for any follow-up ","type":"text"},{"text":"vercel metrics","type":"text","marks":[{"type":"code_inline"}]},{"text":" calls.","type":"text"}]},{"type":"paragraph","content":[{"text":"Reconciliation deterministically converts disproven candidates into observations before any source investigation:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"metric_mismatch","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"error_storm","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"deployment_regression","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"scanner_only_no_metric","type":"text","marks":[{"type":"code_inline"}]}]}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"2.3 Generate briefs and investigate","type":"text"}]},{"type":"paragraph","content":[{"text":"List the work:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/prepare-investigation-brief.mjs \"$RUN_DIR/signals.json\" \"$RUN_DIR/reconciled-investigation.json\" --list > \"$RUN_DIR/briefs-manifest.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Generate one brief for every entry in ","type":"text"},{"text":"briefs-manifest.json.briefs","type":"text","marks":[{"type":"code_inline"}]},{"text":". The ","type":"text"},{"text":"group","type":"text","marks":[{"type":"code_inline"}]},{"text":" can be ","type":"text"},{"text":"toLaunch","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"platform","type":"text","marks":[{"type":"code_inline"}]},{"text":"; do not generate only ","type":"text"},{"text":"toLaunch","type":"text","marks":[{"type":"code_inline"}]},{"text":" briefs.","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"mkdir -p \"$RUN_DIR/briefs\" \"$RUN_DIR/sub-agent-outputs\"\nnode scripts/prepare-investigation-brief.mjs \"$RUN_DIR/signals.json\" \"$RUN_DIR/reconciled-investigation.json\" \\\n --group \u003cbrief.group> --index \u003cbrief.index> --out \"$RUN_DIR/briefs/\u003cbrief.group>-\u003cbrief.index>.md\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Use ","type":"text"},{"text":"briefs-manifest.json.briefs[].label","type":"text","marks":[{"type":"code_inline"}]},{"text":" for visible worker names, for example ","type":"text"},{"text":"Low cache-hit route on /docs/llm-digest/[...slug]","type":"text","marks":[{"type":"code_inline"}]},{"text":", not ","type":"text"},{"text":"toLaunch-7","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]},{"type":"paragraph","content":[{"text":"Fan-out rule:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"1-2 briefs: investigate inline.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"3+ briefs: spawn one sub-agent per brief when the host supports it.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Hosts without sub-agents: run inline serially.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Sub-agent contract:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"The brief is the whole prompt.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Read only files listed in the brief, plus route-local imports when needed.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Emit one JSON recommendation or one JSON no-change finding using ","type":"text"},{"text":"references/recommendations.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/recommendations.md","title":null}}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Do not cite URLs outside the provided citation subset.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Do not recommend framework features unavailable in the detected version.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"If a sub-agent reaches for repo-wide grep, the candidate is malformed; drop or abstain rather than widening scope.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"2.4 Collect outputs","type":"text"}]},{"type":"paragraph","content":[{"text":"Save each raw investigation result in ","type":"text"},{"text":"$RUN_DIR/sub-agent-outputs/","type":"text","marks":[{"type":"code_inline"}]},{"text":", then collect:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/collect-sub-agent-outputs.mjs \\\n --manifest \"$RUN_DIR/briefs-manifest.json\" \\\n --out \"$RUN_DIR/recommendations.json\" \\\n \"$RUN_DIR/sub-agent-outputs/\"","type":"text"}]},{"type":"paragraph","content":[{"text":"The collector extracts JSON, prepends pre-resolved records, enforces manifest order, and fails on missing, duplicate, unknown, or mismatched ","type":"text"},{"text":"candidateRef","type":"text","marks":[{"type":"code_inline"}]},{"text":" values.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"3. Verify recommendations","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/verify-and-regen.mjs \"$RUN_DIR/recommendations.json\" \\\n --signals \"$RUN_DIR/signals.json\" \\\n --repo-root \u003cproject-dir> \\\n --out \"$RUN_DIR/verify.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"This script extracts claims, verifies files/citations/version fit, grades quality, applies sanitizers, emits ","type":"text"},{"text":"verifiedRecommendations","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"withheldRecommendations","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"renderableRecommendations","type":"text","marks":[{"type":"code_inline"}]},{"text":", and creates ","type":"text"},{"text":"regenPlan","type":"text","marks":[{"type":"code_inline"}]},{"text":" for failed or unsafe recommendations.","type":"text"}]},{"type":"paragraph","content":[{"text":"Recommendation schema, writing rules, sanitizer order, and grading rules: ","type":"text"},{"text":"references/recommendations.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/recommendations.md","title":null}}]},{"text":". Verification rules: ","type":"text"},{"text":"references/verification.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/verification.md","title":null}}]},{"text":".","type":"text"}]},{"type":"paragraph","content":[{"text":"For each ","type":"text"},{"text":"regenPlan","type":"text","marks":[{"type":"code_inline"}]},{"text":" entry, rerun the same brief with a ","type":"text"},{"text":"Previous attempt failed these checks","type":"text","marks":[{"type":"code_inline"}]},{"text":" section listing ","type":"text"},{"text":"topFailures","type":"text","marks":[{"type":"code_inline"}]},{"text":". Keep the regenerated output only if verification improves without gutting citations.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"4. Render report and final message","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"node scripts/render-report.mjs \"$RUN_DIR/verify.json\" \"$RUN_DIR/gate.json\" \"$RUN_DIR/signals.json\" \\\n --project \u003cname> \\\n --out \"$RUN_DIR/report.md\" \\\n --message-out \"$RUN_DIR/final-message.json\"","type":"text"}]},{"type":"paragraph","content":[{"text":"Use ","type":"text"},{"text":"--debug-out \"$RUN_DIR/debug.json\"","type":"text","marks":[{"type":"code_inline"}]},{"text":" only when developing the skill. Customer Markdown and chat output must not expose ","type":"text"},{"text":"passRate","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"quality","type":"text","marks":[{"type":"code_inline"}]},{"text":", sanitizer trails, raw sub-agent names, or other implementation fields.","type":"text"}]},{"type":"paragraph","content":[{"text":"After rendering, print ","type":"text"},{"text":"final-message.json.body","type":"text","marks":[{"type":"code_inline"}]},{"text":" 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 ","type":"text"},{"text":"verify.json","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]},{"type":"paragraph","content":[{"text":"Report structure and impact framing: ","type":"text"},{"text":"references/scoring.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/scoring.md","title":null}}]},{"text":".","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Recommendation Rules","type":"text"}]},{"type":"paragraph","content":[{"text":"Every recommendation must:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Trace to a launched candidate, platform candidate, pre-resolved observation, or verified traffic-independent scanner finding.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Include observed metric evidence from ","type":"text"},{"text":"signals.json","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"evidence.deepDive","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Cite verified files with line numbers when code is involved.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Include at least one allowed citation that applies to the detected framework/version.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Use precise observed performance numbers.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Use cost magnitude phrases only; never customer-facing ","type":"text"},{"text":"$N","type":"text","marks":[{"type":"code_inline"}]},{"text":" savings.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Do not recommend duration reductions for Vercel Workflow runtime endpoints (","type":"text"},{"text":"/.well-known/workflow/v1/*","type":"text","marks":[{"type":"code_inline"}]},{"text":"). These are generated orchestration routes for durable step/flow execution and should be hard-gated before investigation.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"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/closure/locks, or reduce verified excess Workflow Steps/Storage. Do not infer cost savings from Workflow endpoint wall-clock duration.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"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.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Name a specific cache policy when recommending caching.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Keep unsafe responses dynamic unless evidence proves they are safe to cache: auth-sensitive paths, errors, fallback responses, missing content, invalid requests, geolocation/device-varying output, and unversioned dynamic URLs.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"Never recommend \"verify X is on\" for facts already present in ","type":"text"},{"text":"signals.project","type":"text","marks":[{"type":"code_inline"}]},{"text":", including Fluid compute status, memory tier, regions, in-function concurrency, and timeout.","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Scanner Rules","type":"text"}]},{"type":"paragraph","content":[{"text":"Scanner findings are supplementary. Drop findings annotated ","type":"text"},{"text":"COLD-PATH","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"NO-ROUTE-MAPPING","type":"text","marks":[{"type":"code_inline"}]},{"text":" unless the scanner declares ","type":"text"},{"text":"metadata.trafficIndependent === true","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]},{"type":"paragraph","content":[{"text":"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":"text"}]},{"type":"paragraph","content":[{"text":"Scanner docs: ","type":"text"},{"text":"references/scanner-patterns.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/scanner-patterns.md","title":null}}]},{"text":".","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Final Customer Terms","type":"text"}]},{"type":"paragraph","content":[{"text":"Use:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"recommendations ready","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"observations from investigation","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"investigated, no change recommended","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"not investigated in this run","type":"text","marks":[{"type":"code_inline"}]}]}]}]},{"type":"paragraph","content":[{"text":"Avoid:","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"sub-agent","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"abstention","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"passRate","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"quality score","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"gate","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"LLM","type":"text","marks":[{"type":"code_inline"}]}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Failure Copy","type":"text"}]},{"type":"paragraph","content":[{"text":"Use these messages without adding sales copy or process detail.","type":"text"}]},{"type":"paragraph","content":[{"text":"No traffic in the last 14 days:","type":"text","marks":[{"type":"strong"}]}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"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":"text"}]}]},{"type":"paragraph","content":[{"text":"Route-level metrics unavailable:","type":"text","marks":[{"type":"strong"}]}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"Use the verbatim choice template in ","type":"text"},{"text":"references/observability-plus.md","type":"text","marks":[{"type":"link","attrs":{"href":"references/observability-plus.md","title":null}}]},{"text":". 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":"text"}]}]},{"type":"paragraph","content":[{"text":"Project is not linked:","type":"text","marks":[{"type":"strong"}]}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"This worktree is not linked to a Vercel project. Run ","type":"text"},{"text":"vercel link --yes --project \u003cproject-name-or-id> --cwd \u003capp-dir>","type":"text","marks":[{"type":"code_inline"}]},{"text":" and rerun the audit. If the team is known, add ","type":"text"},{"text":"--team \u003cteam-id-or-slug>","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"paragraph","content":[{"text":"Most route-to-file mappings failed:","type":"text","marks":[{"type":"strong"}]}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"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":"text"}]}]},{"type":"hr","attrs":{"markup":"---"}}]},"metadata":{"date":"2026-06-05","name":"vercel-optimize","author":"@skillopedia","source":{"stars":27419,"repo_name":"agent-skills","origin_url":"https://github.com/vercel-labs/agent-skills/blob/HEAD/skills/vercel-optimize/SKILL.md","repo_owner":"vercel-labs","body_sha256":"2538f63f59bb31ad2b3557730a161725bae6920b1915bf7058d772737a021ba8","cluster_key":"015b412f207b7e6c5011be0e334cd316371c2b9b67267da2019cdef912bba1ad","clean_bundle":{"format":"clean-skill-bundle-v1","source":"vercel-labs/agent-skills/skills/vercel-optimize/SKILL.md","attachments":[{"id":"f11719af-e08c-51a6-a6ce-0fb5db9a0a9c","key":"uploads/10433ee7-ad12-4ae0-b34e-97553e46c6c8/f11719af-e08c-51a6-a6ce-0fb5db9a0a9c/attachment.md","path":"AGENTS.md","size":1964,"sha256":"922a35993ffd98c923d61fa3d7a722bc1bc17466ea1e0b5828f67de21fbb0e7a","contentType":"text/markdown; 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Important: agents should read /llm.txt, /llms.txt, or /.well-known/skills.json to discover the public Skillopedia API.