Repository Analysis

BuilderIO/agent-native

A framework for building agent-native applications.

3.7 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of BuilderIO/agent-native, a TypeScript project with 4,601 GitHub stars. SynthScan v2.0 examined 3,547,188 lines of code across 15738 source files, recording 11391 pattern matches distributed across 13 syntactic categories. The overall adjusted score of 3.7 places this repository in the Likely human-written band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

3.7
Adjusted Score
3.7
Raw Score
100%
Time Factor
2026-08-28
Last Push
4.6K
Stars
TypeScript
Language
3.5M
Lines of Code
15.7K
Files
11.4K
Pattern Hits
2026-08-29
Scan Date
0.00
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 6HIGH 19MEDIUM 1170LOW 10196

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 11391 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers8950 hits · 8422 pts
SeverityFileLineSnippetContext
LOWexamples/chat-antd/app/lib/agent-page.tsx27export function resolveAgentPageComponent(CODE
LOWexamples/chat-mui/app/lib/agent-page.tsx27export function resolveAgentPageComponent(CODE
LOWscripts/compact-changelogs.ts85function releaseSectionIsUnreleased(section: string): boolean {CODE
LOWscripts/validate-content-product-impact.ts225export function parseContentImpactDeclaration(body: string): DeclarationResult {CODE
LOWscripts/validate-content-product-impact.ts349export function analyzeContentProductImpact(CODE
LOWscripts/validate-content-product-impact.ts548function materializeContentProductSnapshot(CODE
LOWscripts/validate-content-product-impact.ts646export function runContentProductImpactCheck(): void {CODE
LOWscripts/guard-public-packages.ts76function readWorkspacePackageNames(): Set<string> {CODE
LOWscripts/guard-public-packages.ts105function dependencyProtocolFailures(CODE
LOWscripts/guard-public-packages.ts127function localWorkspaceDependencyFailures(CODE
LOWscripts/guard-agent-chat-context.ts89export function analyzeAgentChatContextPolicy(CODE
LOWscripts/guard-agent-chat-context.ts158export function discoverAgentInstructionFiles(repoRoot: string): string[] {CODE
LOWscripts/guard-agent-chat-context.ts185export function checkAgentInstructionSizes(repoRoot: string): {CODE
LOWscripts/guard-agent-chat-context.ts225export function checkAgentChatContextPolicies(repoRoot: string): {CODE
LOWscripts/trusted-acceptance.ts151export function validateTrustedAcceptanceConfig(CODE
LOWscripts/trusted-acceptance.ts510export function createTrustedAcceptancePlan(CODE
LOWscripts/trusted-acceptance.ts591export function validatePullRequestProvenance(CODE
LOWscripts/trusted-acceptance.ts708function containsSensitiveReceiptData(CODE
LOWscripts/trusted-acceptance.ts734export function validateTrustedAcceptanceReceipt(CODE
LOWscripts/validate-content-product-docs.ts78export function validateContentProductDocs(CODE
LOWscripts/validate-content-product-docs.ts109export function writeContentProductProjections(root = defaultProductRoot) {CODE
LOWscripts/validate-content-product-docs.ts666function validateCapabilityMiniSpec(CODE
LOWscripts/validate-content-product-docs.ts887function validateForbiddenFrontmatter(record: ProductRecord, errors: string[]) {CODE
LOWscripts/qa-standalone-chat-dev-smoke-readiness.ts4export function isTransientStartupPollResponse(CODE
LOWscripts/qa-standalone-chat-dev-smoke-readiness.ts12export function isRetryableSessionReadErrorMessage(message: string): boolean {CODE
LOWscripts/guard-netlify-prebuilt-workflow.ts34export function validateReusableWorkflowConcurrency(CODE
LOWscripts/guard-netlify-prebuilt-workflow.ts54export function validateProductionPurgeCondition(ifValue: unknown): string[] {CODE
LOWscripts/guard-netlify-prebuilt-workflow.ts65export function validateProductionSiteConcurrency(workflows: {CODE
LOWscripts/guard-eject-manifests.ts129function validateManifestFreshness(loaded: LoadedManifest): void {CODE
LOWscripts/guard-eject-manifests.ts234function validateDeclaredDependencies(CODE
LOWscripts/guard-eject-manifests.ts364function validateToolkitExportCoverage(loaded: LoadedManifest[]): void {CODE
LOWscripts/guard-eject-manifests.ts424function validateDomainPackageCoverage(loaded: LoadedManifest[]): void {CODE
LOWscripts/guard-eject-manifests.ts529function sourceTargetForEntrypoint(CODE
LOWscripts/validate-content-product-impact-workflow.ts121function containsCredentialContext(value: unknown): boolean {CODE
LOWscripts/validate-content-product-impact-workflow.ts141export function validateContentProductImpactWorkflow(CODE
LOWscripts/qa-chat-first-workbench-smoke.ts646async function installElectronAppCreationSmokeMock(CODE
LOWscripts/qa-chat-first-workbench-smoke.ts735async function installElectronActiveChatSmokeMock(CODE
LOWscripts/guard-i18n-changed-copy.ts198function resolveCatalogSourceImplementation(CODE
LOWscripts/guard-i18n-changed-copy.ts219function collectImportedLocaleFiles(CODE
LOWscripts/guard-i18n-changed-copy.ts236function collectInlineLocaleChanges(CODE
LOWscripts/guard-i18n-changed-copy.ts270function hasInlineEnglishCopyAddition(CODE
LOWscripts/guard-controller-boundaries.ts33export function findControllerBoundaryViolations(CODE
LOWscripts/guard-env-documentation.ts276function isDynamicEnvironmentManifest(relativePath: string): boolean {CODE
LOWscripts/guard-env-documentation.ts280function isDeployCredentialRegistry(relativePath: string): boolean {CODE
LOWscripts/guard-env-documentation.ts284function collectDeclaredEnvironmentKeys(source: string, keys: Set<string>) {CODE
LOWscripts/netlify-prebuilt-target.ts81export function resolveNetlifyPrebuiltTarget(CODE
LOWscripts/dev-lazy.ts232function includeDesktopLazyDefaults(selected: TemplateApp[]): TemplateApp[] {CODE
LOWscripts/dev-lazy.ts592export function isBrowserAssetDestination(CODE
LOWscripts/dev-lazy.ts604export function selectProxyResponseTimeout(CODE
LOWscripts/dev-lazy.ts1648export function canonicalLoopbackRedirect(CODE
LOWscripts/dev-lazy.ts1821function runNativeBindingPreflight(): void {CODE
LOWscripts/guard-ssr-cache-artifact.ts86function blockAfterGeneratedMarker(CODE
LOWscripts/guard-ssr-cache-artifact.ts102export function validateNetlifyHeadersArtifact(CODE
LOWscripts/guard-ssr-cache-artifact.ts177export function validateStaticCacheContract(CODE
LOWscripts/qa-standalone-chat-dev-smoke.ts170function assertStandalonePackageJson(): void {CODE
LOWscripts/qa-standalone-chat-dev-smoke.ts372async function waitForUnauthenticatedPollReady(CODE
LOWscripts/qa-standalone-chat-dev-smoke.ts599function isTransientDevServerError(err: unknown): boolean {CODE
LOWscripts/qa-standalone-chat-dev-smoke.ts777async function readAuthenticatedSessionEmail(CODE
LOWscripts/qa-standalone-chat-dev-smoke.ts952async function waitForAuthenticatedShell(CODE
LOWscripts/guard-request-storms.ts139export function analyzeRequestStormSource({CODE
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Decorative Section Separators1099 hits · 3246 pts
SeverityFileLineSnippetContext
MEDIUMscripts/dev-electron.ts56// ── App port assignments ───────────────────────────────────────COMMENT
MEDIUMscripts/dev-electron.ts75// ── Parse --apps flag ──────────────────────────────────────────COMMENT
MEDIUMscripts/dev-electron.ts84// ── Ports that may need cleanup before starting ────────────────COMMENT
MEDIUMscripts/dev-electron.ts187// ── Build concurrently command list ───────────────────────────COMMENT
MEDIUMscripts/dev-all.ts17// ── Args ──────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/triggers/dispatcher.ts59// ─── Dispatcher deps (same pattern as SchedulerDeps) ────────────────────────COMMENT
MEDIUMpackages/core/src/terminal/terminal-plugin.ts22// ─── module-load self-heal: chmod node-pty's spawn-helper ─────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts3144 // ─── Agent Teams: per-run send reference ─────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts4196 // ─── Agent Teams: durable sub-agent run processor ─────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts5144 // ─── Generate thread title ──────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts5247 // ─── Run management endpoints (for hot-reload resilience) ─────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts5587 // ─── Checkpoint endpoints ──────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts5704 // ─── Public read-only shared thread endpoint ─────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts5716 // ─── Thread management endpoints ──────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts6308 // ─── Durable background agent-chat run processor ──────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts6645 // ─── Recurring Jobs Scheduler ──────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts6859 // ─── Agent Teams orphan sweep ─────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts6910 // ─── Unclaimed background-run sweep ────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts7145 // ─── Legacy chat-thread message_count repair ──────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-chat-plugin.ts7157 // ─── Trigger Dispatcher (event-based automations) ─────────────────COMMENT
MEDIUMpackages/core/src/server/short-lived-token.ts184// ── Realtime subscribe tokens ────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/short-lived-token.ts360// ── Realtime voice tool capabilities ─────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/short-lived-token.ts485// ── Gateway access-check tokens ──────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-teams.spec.ts506 // ── Completion loop injection ────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/schema-prompt.ts62// ─── Postgres introspection ─────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/schema-prompt.ts135// ─── SQLite / libSQL / D1 introspection ────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/schema-prompt.ts174// ─── Cached entry point ─────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/schema-prompt.ts221// ─── Formatting ─────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/schema-prompt.ts262// ─── Public API ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts3// ── In-memory queue table (real queue module runs against this) ───────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts128// ── app_state (task records + thread reverse-lookup) ──────────────────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts165// ── chat thread store (thread_data round-trips through here) ──────────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts182// ── run-manager: drive runFn then onComplete with a synthetic run ─────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts244// ── production-agent: scripted agent loop ─────────────────────────────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts331// ── progress registry: no-op writes ──────────────────────────────────────COMMENT
MEDIUM…ckages/core/src/server/agent-teams-process-run.spec.ts366// ── capture self-fire dispatches ──────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4221 // ─── Voice transcription (Whisper) ───────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4228 // ─── Google realtime transcription session bridge ───────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4237 // ─── Voice provider status ───────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4245 // ─── Ad-hoc secrets (user-created keys) ────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4250 // ─── Secrets registry ────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4362 // ─── Agent run progress ───────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4368 // ─── Automations API ──────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4374 // ─── Application State CRUD ──────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4377 // ─── User-scoped settings store ────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts2118 // ─── Durable sandbox execution processor ─────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts2187 // ─── Durable sandbox execution sweep ──────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4043 // ─── Usage & cost summary ────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4079 // ─── File upload primitive ──────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4287 // ─── Notifications inbox ──────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4298 // ─── Extensions (sandboxed mini-app runtime + proxy) ────────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4326 // ─── Data programs (stored server-side JS scripts + run cache) ─────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4336 // ─── Page-level legacy redirect: /tools → /extensions ──────────────COMMENT
MEDIUMpackages/core/src/server/core-routes-plugin.ts4432 // ─── Avatar routes ──────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/poll-handler.spec.ts1321 // ─── Idle cost ────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-teams.ts785 // ── Legacy fallback: no durable queue row ────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-teams.ts1309 // ── Delegation-depth guardrail ────────────────────────────────────────────COMMENT
MEDIUMpackages/core/src/server/agent-teams.ts1600 // ── Completion loop: notify the parent thread ─────────────────────────────COMMENT
MEDIUM…s/core/src/server/agent-teams-delegation-depth.spec.ts3// ── app_state (task records + thread reverse-lookup) ──────────────────────COMMENT
MEDIUM…s/core/src/server/agent-teams-delegation-depth.spec.ts108 // (i) within-limit spawn still works ───────────────────────────────────────COMMENT
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Over-Commented Block740 hits · 624 pts
SeverityFileLineSnippetContext
LOWscripts/dev-lazy.ts501// Nitro's dev runner waits ~3.1s for the SSR entry import; if Vite is stillCOMMENT
LOWscripts/persistent-compositing-baseline.txt1# guard:persistent-compositing baselineCOMMENT
LOWscripts/dev-all.ts161COMMENT
LOWpackages/pinpoint/src/ui/components/PinMarker.tsx1// @agent-native/pinpoint — Pin markers: outline + numbered badge per elementCOMMENT
LOWpackages/pinpoint/src/freeze/react-freeze.spec.ts1// @agent-native/pinpoint — freezeReact testsCOMMENT
LOWpackages/pinpoint/src/storage/storage-interface.ts1// @agent-native/pinpoint — Storage interface re-exportCOMMENT
LOW…ckages/pinpoint/src/detection/selector-builder.spec.ts1// @agent-native/pinpoint — selector-builder testsCOMMENT
LOWpackages/core/src/action.ts1061 // ecosystem can migrate over time. The bridge treats `undefined` asCOMMENT
LOWpackages/core/src/demo/fetch-interceptor.ts41 // run state here would make recovery think it's not progressing andCOMMENT
LOWpackages/core/src/settings/store.ts81 value TEXT NOT NULL,COMMENT
LOWpackages/core/src/chat-threads/store.ts101 // `CREATE INDEX` still takes a lock that, in a fresh background-workerCOMMENT
LOWpackages/core/src/chat-threads/store.ts141 "created_at",COMMENT
LOWpackages/core/src/ingestion/pptx.ts2581COMMENT
LOWpackages/core/src/ingestion/pptx.ts2601// `a:spcPct` is a percentage of *single* line spacing, and single spacing inCOMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts841 // an unset size looks like, so the export hop could not recover theCOMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts1261 (effect) => effect.visible !== false,COMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts1561 if (node.layoutWrap === "WRAP") styles["flex-wrap"] = "wrap";COMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts1761 }COMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts1801 } else if (node.layoutSizingVertical === "HUG") {COMMENT
LOWpackages/core/src/ingestion/figma-node-to-html.ts2721 // via the Plugin API -- e.g. an authored 15deg/20deg rotation comes backCOMMENT
LOWpackages/core/src/sharing/access.ts561 // deliberately grants a stronger public-by-link role or explicit sharesCOMMENT
LOWpackages/core/src/triggers/dispatcher.spec.ts321COMMENT
LOWpackages/core/src/org/migrations.ts61 version: 1008,COMMENT
LOWpackages/core/src/a2a/handlers.ts781 }COMMENT
LOWpackages/core/src/a2a/server.ts201 //COMMENT
LOWpackages/core/src/a2a/server.ts441 : "Approval execution failed",COMMENT
LOWpackages/core/src/deploy/function-bundle.ts401 (name) => fs.existsSync(path.join(nodeModulesDir, ...name.split("/"))),COMMENT
LOWpackages/core/src/deploy/build.ts2281 }COMMENT
LOWpackages/core/src/deploy/build.ts2301 .filter((n) => !nodeBuiltinStubs.has(n))COMMENT
LOWpackages/core/src/deploy/build.ts2381 // (Workers-on-the-edge use v2 and require the prefix; Pages lags.)COMMENT
LOWpackages/core/src/deploy/build.ts2521 // unavailable proxies for builtins that Pages Functions reject at uploadCOMMENT
LOWpackages/core/src/deploy/build.ts5421 process.env,COMMENT
LOWpackages/core/src/secrets/storage.ts41 // BIGINT on Postgres, which we need for millisecond timestamps.COMMENT
LOWpackages/core/src/secrets/storage.ts181 // `INSERT ... ON CONFLICT DO UPDATE` closes that window — it's oneCOMMENT
LOWpackages/core/src/resources/store.ts901 expires_at ${intType()},COMMENT
LOWpackages/core/src/resources/store.ts961COMMENT
LOWpackages/core/src/resources/store.ts981 });COMMENT
LOWpackages/core/src/feature-flags/index.ts21// Plugin and A2A auth stay on `./server` and `@agent-native/core/server`.COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1101 }COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1121 // and MCP tools remain discoverable through tool-search.COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1141 const mcpOnlyActions = filterFrameworkToolGroups(COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1241 await import("../extensions/fetch-tool.js");COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1401COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1521 // provider-corpus-job / query-staged-dataset / run-code BY NAMECOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1741 };COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1761 // the request context, so the metadata fallback was only ever usedCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts1781 // - NODE_ENV strictly === "development" (not "test", not unset).COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts2921 // hooks are useful, but they should never leave agent_runs stuckCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts3881 const { createDevScriptRegistry } =COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts4281 const modelCandidate =COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts5541 // the last reached `_process-run` worker stage (JSONCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts5561 // — silently recovering server-side via the unclaimed-background-runCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6721 // off wherever `shouldDisableInProcessSweeps` is on — i.e. everyCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6901 }COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6921 // fresh each tick and gated by `shouldRedispatchUnclaimedBackgroundRun`COMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6941 // THREE-SITE INVARIANT (keep in lockstep): this sweep only ever sees theCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6961 // The marker below asserts `payloadRef: true`, and a worker that thenCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts6981 // chunk recovered here always starts a fresh nested-dispatchCOMMENT
LOWpackages/core/src/server/agent-chat-plugin.ts7041 // at it again, so a dead producer was only reaped when someCOMMENT
LOWpackages/core/src/server/db-pressure.ts1// Database pressure — the three signals that precede an outage, measured fromCOMMENT
680 more matches not shown…
Fake / Example Data446 hits · 462 pts
SeverityFileLineSnippetContext
LOW…/agent-native-visual-plans/skills/visual-plan/SKILL.md458 `targetNodePath` (e.g. `card > list > listItem "Acme Inc"`) identifying theCODE
LOW.agents/skills/secrets/SKILL.md335 "user@example.com",CODE
LOW.agents/skills/tracking/SKILL.md44 { userId: "user@example.com" },CODE
LOW.agents/skills/tracking/SKILL.md65identify("user@example.com", { plan: "pro", company: "ExampleCo" });CODE
LOW.agents/skills/automations/SKILL.md155}, { owner: "user@example.com" });CODE
LOWscripts/guard-i18n-catalogs.ts886 "placeholder",CODE
LOWscripts/guard-i18n-catalogs.ts906 "placeholder",CODE
LOWpackages/core/src/demo/redact.spec.ts301 session_id: "Acme Corp",CODE
LOWpackages/core/src/demo/redact.spec.ts315 expect(out.session_id).toBe("Acme Corp");CODE
LOWpackages/core/src/demo/redact.spec.ts351 ids: ["John Smith", "Jane Doe"],CODE
LOWpackages/core/src/chat-threads/store.spec.ts657 const defaultList = await listThreads("user@example.com", { limit: 10 });CODE
LOWpackages/core/src/chat-threads/store.spec.ts661 const listWithArchived = await listThreads("user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts671 const defaultSearch = await searchThreads("user@example.com", "Thread");CODE
LOWpackages/core/src/chat-threads/store.spec.ts676 "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts87 owner_email: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts357 message: { id: "placeholder", role: "assistant", content: [] },CODE
LOWpackages/core/src/chat-threads/store.spec.ts361 headId: "placeholder",CODE
LOWpackages/core/src/chat-threads/store.spec.ts453 ownerEmail: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts466 ownerEmail: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts484 await searchThreads("user@example.com", "100%_done");CODE
LOWpackages/core/src/chat-threads/store.spec.ts532 const result = await listThreads("user@example.com", { limit: 10 });CODE
LOWpackages/core/src/chat-threads/store.spec.ts577 const result = await listThreads("user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts607 owner_email: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts690 const afterUnarchive = await listThreads("user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts743 await freshStore.listThreads("user@example.com");CODE
LOWpackages/core/src/chat-threads/store.spec.ts873 const forked = await forkThread("thread-unflushed", "user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts907 owner_email: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts961 const forked = await forkThread("thread-stale", "user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts991 owner_email: "user@example.com",CODE
LOWpackages/core/src/chat-threads/store.spec.ts1048 const forked = await forkThread("thread-fresh", "user@example.com", {CODE
LOWpackages/core/src/chat-threads/store.spec.ts1119 owner_email: "user@example.com",CODE
LOWpackages/core/src/org/context.spec.ts662 name: "Jane Doe",CODE
LOWpackages/core/src/org/context.spec.ts685 expect(ctx.orgName).toBe("Jane Doe's workspace");CODE
LOWpackages/core/src/org/context.spec.ts1015 expect(result.name).toBe("Acme Inc");CODE
LOWpackages/core/src/org/context.spec.ts1025 expect(calls[0].args[1]).toBe("Acme Inc");CODE
LOWpackages/core/src/resources/handlers.spec.ts103 vi.mocked(getSession).mockResolvedValue({ email: "test@test.com" } as any);CODE
LOWpackages/core/src/resources/handlers.spec.ts105 email: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts115 { id: "1", path: "a.md", owner: "test@test.com" },CODE
LOWpackages/core/src/resources/handlers.spec.ts123 expect(mockEnsurePersonalDefaults).toHaveBeenCalledWith("test@test.com");CODE
LOWpackages/core/src/resources/handlers.spec.ts125 "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts127 { userEmail: "test@test.com", orgId: null },CODE
LOWpackages/core/src/resources/handlers.spec.ts216 expect(mockEnsurePersonalDefaults).toHaveBeenCalledWith("test@test.com");CODE
LOWpackages/core/src/resources/handlers.spec.ts218 "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts220 { userEmail: "test@test.com", orgId: null },CODE
LOWpackages/core/src/resources/handlers.spec.ts930 { id: "1", path: "README.md", owner: "test@test.com" },CODE
LOWpackages/core/src/resources/handlers.spec.ts931 { id: "2", path: "skills/learn.md", owner: "test@test.com" },CODE
LOWpackages/core/src/resources/handlers.spec.ts932 { id: "3", path: "skills/review.md", owner: "test@test.com" },CODE
LOWpackages/core/src/resources/handlers.spec.ts933 { id: "4", path: "docs/api/auth.md", owner: "test@test.com" },CODE
LOWpackages/core/src/resources/handlers.spec.ts48 getSession: vi.fn().mockResolvedValue({ email: "test@test.com" }),CODE
LOWpackages/core/src/resources/handlers.spec.ts52 email: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts138 expect(mockResourceList).toHaveBeenCalledWith("test@test.com", undefined);CODE
LOWpackages/core/src/resources/handlers.spec.ts160 userEmail: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts173 "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts175 { userEmail: "test@test.com", orgId: null },CODE
LOWpackages/core/src/resources/handlers.spec.ts188 "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts192 userEmail: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts239 owner: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts318 owner: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts342 owner: "test@test.com",CODE
LOWpackages/core/src/resources/handlers.spec.ts383 owner: "test@test.com",CODE
386 more matches not shown…
Modern AI Meta-Vocabulary58 hits · 167 pts
SeverityFileLineSnippetContext
MEDIUMREADME.md4## The framework for agentic appsCOMMENT
MEDIUM.agents/skills/external-agents/SKILL.md217### 1a. Generic cross-app verbs + scaffoldingCOMMENT
MEDIUM.agents/skills/create-skill/SKILL.md114### Generator (scaffolding)COMMENT
MEDIUMpackages/core/README.md4## The framework for agentic appsCOMMENT
MEDIUMpackages/core/src/index.ts23 // In-loop processors (observers/guardrails for runAgentLoop)COMMENT
MEDIUMpackages/core/src/triggers/dispatcher.ts78// In-flight agentic dispatches keyed by `${owner}:${path}`. Guards against theCOMMENT
MEDIUM…es/core/src/server/agent-chat-plugin.resources.spec.ts80 content: "# Organization Guardrails\n\nNarrow workspace guardrails.",CODE
MEDIUMpackages/core/src/server/framework-request-handler.ts927 // at a TS source file (the scaffold default), but Node can'tCOMMENT
MEDIUMpackages/core/src/cli/plan-local.ts1776// `plan local init` scaffold fails its own `plan local check`/`serve` lint.COMMENT
MEDIUMpackages/core/src/cli/plan-local.ts3158 // subcommand (e.g. `plan local init --help` must not scaffold a folder).COMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts544 // The commit landed in the scaffold, not in the inherited repository.COMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts591 // The scaffold landed in the current directory.COMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts607 // Fail the scaffold mid-flight by rejecting writes into the staging dir,COMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts655 // ...no partial scaffold leaked into it...COMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts774 // The scaffold must be linked to the local core build (file: URL), notCOMMENT
MEDIUMpackages/core/src/cli/create-e2e.spec.ts1502 // core package and produce a scaffold that fails during SSR startup.COMMENT
MEDIUMpackages/core/src/cli/index.ts39// first fails deep inside a scaffold dynamic import with a crypticCOMMENT
MEDIUMpackages/core/src/cli/index.ts923 // refresh scaffold skills, and verify — without framework patches.COMMENT
MEDIUMpackages/core/src/cli/create.ts192 // `create .` (or `./`) means "scaffold into the current folder" — derive theCOMMENT
MEDIUMpackages/core/src/cli/create.ts220 // standalone scaffold (script-friendly, matches historic behavior).COMMENT
MEDIUMpackages/core/src/cli/create.ts246 // Template creates a workspace, while Community and Headless scaffold aCOMMENT
MEDIUMpackages/core/src/cli/create.ts250 // it must skip the start-shape prompt and scaffold a workspace directly.COMMENT
MEDIUMpackages/core/src/cli/create.ts599 // in-place scaffold `targetDir` is the private staging dir, so this neverCOMMENT
MEDIUMpackages/core/src/cli/create.ts1006 // `targetDir` is the private staging dir for an in-place scaffold, so thisCOMMENT
MEDIUMpackages/core/src/cli/create.ts3458 // the scaffold via getOwnPackageDependencyVersion() — reintroducing theCOMMENT
MEDIUMpackages/core/src/cli/create.ts4033 // Preserve anything already at the destination (in-place scaffold mergesCOMMENT
MEDIUMpackages/core/src/cli/plan-install.spec.ts97 // The full core lane runs this filesystem-heavy scaffold suite under load;COMMENT
MEDIUMpackages/core/src/cli/plan-install.spec.ts170 // _gitignore must be renamed to .gitignore so the scaffold is git-clean.COMMENT
MEDIUMpackages/core/src/cli/plan-local.spec.ts338 // Mirrors the `plan local init` scaffold prose, which documents block usageCOMMENT
MEDIUMpackages/core/src/cli/plan-local.spec.ts729 // The scaffold's `<WireframeBlock><Screen>...` is a documentation example inCOMMENT
MEDIUMpackages/core/src/cli/create-workspace.ts25 // Preserve the alias's contract: always scaffold a workspace, never theCOMMENT
MEDIUMpackages/core/src/observability/traces.ts790 // Some guardrails intentionally stop the loop by emitting a terminalCOMMENT
MEDIUMpackages/core/src/templates/chat-shell-sync.spec.ts11 * # scaffold → chatCOMMENT
MEDIUMpackages/core/src/templates/chat-shell-sync.spec.ts17 * # chat → scaffoldCOMMENT
MEDIUM…/core/src/templates/workspace-root/pnpm-workspace.yaml19 # Keep a fresh scaffold on one tested family: otherwise extension-list canCOMMENT
MEDIUMpackages/core/src/templates/default/pnpm-workspace.yaml6 # Keep a fresh scaffold on one tested family so extension-list does notCOMMENT
MEDIUMpackages/core/src/client/builder-frame.ts182// Detect "build/create/make/scaffold a new app/agent" style prompts.COMMENT
MEDIUMpackages/core/src/guards/no-env-credentials.spec.ts46 // The Builder database scaffold writes both of these files verbatim, soCOMMENT
MEDIUM…patch/src/server/lib/workspace-resources-store.spec.ts822 content: "# Workspace guardrails",CODE
MEDIUM…patch/src/server/lib/workspace-resources-store.spec.ts968 content: "# Updated guardrails",CODE
MEDIUM…patch/src/server/lib/workspace-resources-store.spec.ts988 content: "# Updated guardrails",CODE
MEDIUMpackages/dispatch/src/routes/pages/workspace.tsx458 : "# Instructions\n\nAlways-on guardrails for agents across apps..."CODE
MEDIUMpackages/desktop-app/MULTI_FRONTIER_PROOF.md141## Phases 3-5 live orchestration proofCOMMENT
MEDIUMpackages/desktop-app/src/main/index.ts8407 // scaffold command. Start the runner from the framework workspace so theCOMMENT
MEDIUMpackages/toolkit/src/composer/TiptapComposer.tsx3361 // the local agent (dispatch, mail, etc.) cannot scaffold workspaceCOMMENT
MEDIUM.github/workflows/ci.yml244 # scaffold e2e test (real `createApp`, needs AGENT_NATIVE_CREATE_USE_LOCAL_CORECOMMENT
MEDIUM.github/workflows/ci.yml245 # + disk setup) — it runs in the dedicated scaffold-e2e job, not here.COMMENT
MEDIUM.github/workflows/ci.yml791 # `--headless` scaffold must `pnpm typecheck` (no inherited vite/clientCOMMENT
MEDIUM.github/workflows/ci.yml798 # Applying it to the whole create-e2e file makes lightweight scaffoldCOMMENT
MEDIUM.github/workflows/ci.yml812 # packages/scheduling scaffold path. Together they guard the twoCOMMENT
MEDIUM.github/workflows/ci.yml816 # the scaffold against the core build checked out by this job.COMMENT
MEDIUM…n/app/components/design/bridge/editor-chrome.bridge.ts7108 "<!doctype html><html><head></head>" + trimmed + "</html>", // i18n-ignore parser scaffoldCODE
MEDIUM…es/design/.generated/bridge/editor-chrome.generated.ts5154 // i18n-ignore parser scaffoldCOMMENT
MEDIUMtemplates/plan/server/plan-content.spec.ts99 // `tabs`) AND strip the document scaffold so the block validates and rendersCOMMENT
MEDIUMtemplates/plan/server/plan-content.spec.ts726 // one as a full standalone page, drop the scaffold (doctype/html/head/body)COMMENT
MEDIUMtemplates/plan/server/plan-content.ts480 // scaffold stripped and the whole columns block degrades to an "UnsupportedCOMMENT
MEDIUMtemplates/brain/evals/slack-pilot-corpus.ts113 captureTitle: "#brain-pilot Slack history guardrails",CODE
MEDIUMtemplates/factory/README.md84## Agents and agentic appsCOMMENT
Synthetic Comment Markers19 hits · 140 pts
SeverityFileLineSnippetContext
HIGH…tes/design/app/components/design/MultiScreenCanvas.tsx2177 // into id-less AI-generated screens can never flow-insert.COMMENT
HIGH…n/app/components/design/bridge/editor-chrome.bridge.ts2098 // Id-on-demand (empty-node-id fix, bridge side): AI-generated screensCOMMENT
HIGH…n/app/components/design/bridge/editor-chrome.bridge.ts5842 // common for hover states, toggles, carousels in AI-generated prototypes)COMMENT
HIGH…sign/app/components/design/bridge/bridge.guard.spec.ts6838// ── Real-usage regressions from the user's AI-generated design (Batch 5) ────COMMENT
HIGH…sign/app/components/design/bridge/bridge.guard.spec.ts6852 // Mirrors the user's AI-generated screen shape: a block container withCOMMENT
HIGH…sign/app/components/design/bridge/bridge.guard.spec.ts7395 // AI-generated-design shape: NO data-agent-native-node-id anywhere.COMMENT
HIGH…sign/app/components/design/bridge/bridge.guard.spec.ts8200// anywhere (the common case for default AI-generated content) used toCOMMENT
HIGH…sign/app/components/design/bridge/bridge.guard.spec.ts8321 // No data-agent-native-node-id anywhere — default AI-generated shape.COMMENT
HIGH…nents/design/edit-panel/element-classification.test.ts46 // AI-generated todo design: div tag, draft-text-* source id, noCOMMENT
HIGHtemplates/design/app/pages/Index.tsx197 // Designs the user has manually renamed since creation — an AI-generatedCOMMENT
HIGHtemplates/design/app/pages/Index.tsx500 // immediately, then a short AI-generated name replaces it in theCOMMENT
HIGH…pp/pages/DesignEditor.styleCommitAndDropAnchor.spec.ts78 // Mirrors a fresh AI-generated screen: no data-agent-native-node-idCOMMENT
HIGH…/pages/design-editor/commands/screen-element-select.ts137 // Node-id integrity (id-on-demand): AI-generated/duplicated screensCOMMENT
HIGH…/pages/design-editor/commands/screen-element-select.ts207 // repeater (common in AI-generated Alpine.js list/task UIs) have noCOMMENT
HIGH…es/design-editor/commands/cross-screen-element-drop.ts392 // persist-on-select path above): AI-generated/duplicated screens oftenCOMMENT
HIGHtemplates/design/actions/generate-screens.ts31// fixed desktop-shaped region regardless of content (B5-10: AI-generatedCOMMENT
HIGHtemplates/design/actions/generate-screens.spec.ts268 // B5-10: AI-generated desktop designs were being placed in mobile-widthCOMMENT
HIGH…analytics/.agents/skills/dashboard-management/SKILL.md511 // Use "dashboard" for AI-generated first-party panels by default.COMMENT
HIGH…plates/analytics/server/lib/data-dictionary-context.ts249 "## AI-generated suggestions",CODE
Structural Annotation Overuse37 hits · 62 pts
SeverityFileLineSnippetContext
LOW.agents/skills/qa/SKILL.md46### Step 1: Parse ArgsCOMMENT
LOW.agents/skills/qa/SKILL.md53### Step 2: Check Credential ReadinessCOMMENT
LOW.agents/skills/qa/SKILL.md72### Step 3: Start Dev ServersCOMMENT
LOW.agents/skills/qa/SKILL.md93### Step 4: Generate Test PlansCOMMENT
LOW.agents/skills/qa/SKILL.md114### Step 5: Create Team and Spawn TestersCOMMENT
LOW.agents/skills/qa/SKILL.md135### Step 6: Monitor and AlertCOMMENT
LOW.agents/skills/qa/SKILL.md143### Step 7: Compile Report and ShutdownCOMMENT
LOWpackages/pinpoint/README.md15### Step 1: InstallCOMMENT
LOWpackages/pinpoint/README.md21### Step 2: Initialize agent actions and skillCOMMENT
LOWpackages/pinpoint/README.md29### Step 3: Mount the client overlayCOMMENT
LOWpackages/pinpoint/README.md47### Step 4: Add server middlewareCOMMENT
LOWpackages/pinpoint/README.md60### Step 5: VerifyCOMMENT
LOWpackages/core/src/a2a/server.ts170 // Step 1: Peek at JWT claims WITHOUT verification to get org_domain.COMMENT
LOWpackages/core/src/a2a/server.ts184 // Step 2: Build a small, ordered set of candidate secrets. Tokens minted byCOMMENT
LOWpackages/core/src/a2a/server.ts200 // Step 3: Verify JWT with the candidate secrets.COMMENT
LOWpackages/core/src/server/auth.spec.ts725 // Step 1: Better Auth's own `url.searchParams.set(name, value)` when itCOMMENT
LOWpackages/core/src/server/auth.spec.ts727 // Step 2: the automatic single decode a browser/HTTP layer performsCOMMENT
LOWpackages/core/src/server/auth.spec.ts729 // Step 3: Better Auth's own EXTRA `decodeURIComponent` inside itsCOMMENT
LOWpackages/core/src/integrations/webhook-handler.ts413 // Step 1: Let the adapter cache the raw body and identify any challenge.COMMENT
LOWpackages/core/src/integrations/webhook-handler.ts419 // Step 2: Verify webhook signatureCOMMENT
LOWpackages/core/src/integrations/webhook-handler.ts428 // Step 3: Parse the incoming messageCOMMENT
LOW…s/plan/actions/update-visual-plan-comment-flow.spec.ts914 // Step 1: reviewer comment-only call (no authoring changes).COMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md37### Step 1: Understand the Question (catalog-first, clarify-first)COMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md48### Step 2: Gather Data from Multiple SourcesCOMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md88### Step 3: Analyze and SynthesizeCOMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md102### Step 4: Generate Charts (when useful)COMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md126### Step 5: Format Results as MarkdownCOMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md162### Step 6: Save the Dashboard Artifact (only when requested)COMMENT
LOW…lates/analytics/.agents/skills/adhoc-analysis/SKILL.md183### Step 7: Navigate to the ResultCOMMENT
LOWtemplates/analytics/server/lib/slack.ts586 // Step 1: Look up user by emailCOMMENT
LOWtemplates/analytics/server/lib/slack.ts601 // Step 2: Open/get DM channelCOMMENT
LOWtemplates/analytics/server/lib/slack.ts620 // Step 3: Send messageCOMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js74 // Step 1: HubSpot deal-property cohort IN-search.COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js125 // Step 2: batched deal -> company associations. Big intermediateCOMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js148 // Step 3: batched company -> domain lookup.COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js176 // Step 4: Pylon account sentiment, keyed by domain. Second provider,COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js206 // Step 5: join + emit. csm_name is computed HERE, in the program — neverCOMMENT
Hallucination Indicators6 hits · 60 pts
SeverityFileLineSnippetContext
CRITICALpackages/desktop-app/src/main/desktop-identity.spec.ts2812 const navigationHandler = record.webContents.on.mock.calls.find(CODE
CRITICALpackages/desktop-app/src/main/desktop-identity.spec.ts3084 const navigationHandler = record.webContents.on.mock.calls.find(CODE
CRITICALtemplates/design/actions/generate-design.spec.ts626 const fileTypeCall = mocks.fileUpdateChain.set.mock.calls.find(CODE
CRITICALtemplates/plan/actions/view-screen.ts108 screens: bundle.plan.content.prototype.screens.map(CODE
CRITICALtemplates/slides/actions/patch-deck.test.ts834 const slidePatch = parameters.properties.operations.items.anyOf.find(CODE
CRITICALtemplates/brain/server/lib/brain.test.ts822 const updatedTables = mocks.db.update.mock.calls.map(([tableRef]) =>CODE
Verbosity Indicators20 hits · 34 pts
SeverityFileLineSnippetContext
LOWpackages/core/src/a2a/server.ts170 // Step 1: Peek at JWT claims WITHOUT verification to get org_domain.COMMENT
LOWpackages/core/src/a2a/server.ts184 // Step 2: Build a small, ordered set of candidate secrets. Tokens minted byCOMMENT
LOWpackages/core/src/a2a/server.ts200 // Step 3: Verify JWT with the candidate secrets.COMMENT
LOWpackages/core/src/server/auth.spec.ts725 // Step 1: Better Auth's own `url.searchParams.set(name, value)` when itCOMMENT
LOWpackages/core/src/server/auth.spec.ts727 // Step 2: the automatic single decode a browser/HTTP layer performsCOMMENT
LOWpackages/core/src/server/auth.spec.ts729 // Step 3: Better Auth's own EXTRA `decodeURIComponent` inside itsCOMMENT
LOWpackages/core/src/integrations/webhook-handler.ts413 // Step 1: Let the adapter cache the raw body and identify any challenge.COMMENT
LOWpackages/core/src/integrations/webhook-handler.ts419 // Step 2: Verify webhook signatureCOMMENT
LOWpackages/core/src/integrations/webhook-handler.ts428 // Step 3: Parse the incoming messageCOMMENT
LOW…s/public/mediapipe/wasm/vision_wasm_nosimd_internal.js23// We need to check if Module already exists (e.g. case 3 above).COMMENT
LOW…es/clips/public/mediapipe/wasm/vision_wasm_internal.js23// We need to check if Module already exists (e.g. case 3 above).COMMENT
LOW…s/plan/actions/update-visual-plan-comment-flow.spec.ts914 // Step 1: reviewer comment-only call (no authoring changes).COMMENT
LOWtemplates/analytics/server/lib/slack.ts586 // Step 1: Look up user by emailCOMMENT
LOWtemplates/analytics/server/lib/slack.ts601 // Step 2: Open/get DM channelCOMMENT
LOWtemplates/analytics/server/lib/slack.ts620 // Step 3: Send messageCOMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js74 // Step 1: HubSpot deal-property cohort IN-search.COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js125 // Step 2: batched deal -> company associations. Big intermediateCOMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js148 // Step 3: batched company -> domain lookup.COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js176 // Step 4: Pylon account sentiment, keyed by domain. Second provider,COMMENT
LOW…s/analytics/seeds/data-programs/risk-meeting-cohort.js206 // Step 5: join + emit. csm_name is computed HERE, in the program — neverCOMMENT
AI Slop Vocabulary12 hits · 33 pts
SeverityFileLineSnippetContext
MEDIUMpackages/core/src/server/agent-teams-run-queue.spec.ts5// robust to formatting.COMMENT
MEDIUMpackages/core/src/client/org/TeamPage.tsx1767 // "email" per line. A robust full CSV parser would be overkill here.COMMENT
LOW.github/workflows/auto-publish.yml274 # (actions/runner-images#13883), so we just use a Node version thatCOMMENT
MEDIUMtemplates/design/app/pages/DesignEditor.tsx5727 // `boundingRect.width / iframe.clientWidth` (robust to any wrapper transform)COMMENT
MEDIUM…pp/pages/design-editor/commands/duplicate-selection.ts160 // Absolutely-positioned board items land exactly in place (or atCOMMENT
MEDIUMtemplates/design/actions/get-motion-timeline.ts107 // Timeline span (max delay + duration) is robust when tracks carryCOMMENT
MEDIUMtemplates/design/e2e/landing-page-authoring.spec.ts505 // Absolutely-positioned text moves in x/y when dragged, as in Figma; theCOMMENT
MEDIUMtemplates/design/e2e/effects-heavy-geometry.spec.ts249 // robust to any outer iframe offset while still catching a layoutCOMMENT
MEDIUMtemplates/clips/desktop/src/lib/recorder.ts4424 // also means the preview → recording transition is seamless (no blackCOMMENT
MEDIUM…plates/content/app/components/editor/BubbleToolbar.tsx562 // Capture a robust anchor (quote + surrounding context + offset)COMMENT
MEDIUMtemplates/content/server/plugins/db.ts278 // v28-v31: robust text-anchor + @mention metadata for document comments.COMMENT
MEDIUMtemplates/slides/app/components/deck/SlideRenderer.tsx294 // Absolutely positioned objects intentionally move independently of theCOMMENT
Self-Referential Comments1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/trusted-acceptance.yml335 # This file is a trusted, redacted resource allowlist, not a credentialCOMMENT
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUM…ckages/core/src/cli/skills-content/document-quality.ts16drop the old idea", "as discussed above", "this revision", "unlike the priorCODE
Overly Generic Function Names2 hits · 2 pts
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LOWpackages/docs/app/entry.server.tsx19export default async function handleRequest(CODE
LOWpackages/migrate/src/adapters/agent-native-target.ts355export default async function handleRequest(CODE