AI Slop Code RIsk Monitor

garrytan/gbrain

Garry's Opinionated OpenClaw/Hermes Agent Brain

5.7 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for garrytan/gbrain, a TypeScript project with 30,750 GitHub stars. SynthScan examined 1,841,586 lines of code across 9076 source files, recording 5689 pattern matches distributed across 19 syntactic categories. The legacy adjusted pattern signal is 5.7 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.7
Adjusted Signal
5.7
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
30.8K
Stars
TypeScript
Language
1.8M
Lines of Code
9.1K
Files
5.7K
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 11.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3581 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 177 finding(s).

Agent Over-Engineering Ratio 17.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3369 finding(s).

PR Review Velocity Impact 24.1/100 · LOW

Which changes need focused human review? 5689 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 2HIGH 37MEDIUM 2121LOW 3529

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 5689 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Decorative Section Separators1893 hits · 5664 pts
SeverityFileLineSnippetContext
MEDIUMevals/fence-repair-tier3/heldout-cases.ts15 // ── short rows, trailing cells missing ─────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts48 // ── short rows, a cell missing in the middle ───────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts62 // ── no header ──────────────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts96 // ── a row before the header ────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts125 // ── extra cells ────────────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts148 // ── header with an unknown column ──────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts186 // ── several problems in one fence ──────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts203 // ── adversarial: two readings the gates cannot tell apart ──────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts231 // ── adversarial: a claim cut in two by an unescaped pipe ───────────────COMMENT
MEDIUMevals/fence-repair-tier3/heldout-cases.ts248 // ── adversarial: a required value is missing ───────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts52 // ── short rows, trailing cells missing (facts) ─────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts94 // ── short rows, trailing cells missing (takes) ─────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts115 // ── short rows, a cell missing in the middle (facts) ───────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts140 // ── no header (facts) ──────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts174 // ── no header (takes) ──────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts196 // ── a row before the header (facts) ────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts225 // ── a row before the header (takes) ────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts244 // ── extra cells (facts) ────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts269 // ── extra cells (takes) ────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts285 // ── header with an unknown column (facts) ──────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts325 // ── header with an unknown column (takes) ──────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts349 // ── several problems in one fence ──────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts378 // ── adversarial: two readings the gates cannot tell apart ──────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts405 // ── adversarial: a required value is missing ───────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/cases.ts419 // ── gate-limited: a person would repair these; the gates forbid it ─────COMMENT
MEDIUMevals/fence-repair-tier3/harness.ts71// ── score ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/harness.ts98// ── oracle ────────────────────────────────────────────────────────────────COMMENT
MEDIUMevals/fence-repair-tier3/harness.ts108// ── live ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts60// ── page builders ─────────────────────────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts114// ── cases ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts117 // ── true duplicates, mutual hygiene notes (15) ──────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts169 // ── true duplicates, no notes (10) ──────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts201 // ── stray template slugs (10) ───────────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts233 // ── adversarial (8) ─────────────────────────────────────────────────────COMMENT
MEDIUMevals/content-repair-judgment/cases.ts261 // ── ambiguous (5) ───────────────────────────────────────────────────────COMMENT
MEDIUMtest/transcripts-ingest-pglite.test.ts649// ── Format-based redaction lands in the STORED page ─────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts75// ── Thread / message id constants (hex only) ────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts81// ── Fake Google API behind fetchImpl ─────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts237// ── In-memory vault ──────────────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts294// ── Shared setup helpers ─────────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts408// ── --full reconcile ─────────────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts513// ── Backfill floor freeze ────────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts570// ── 404-vanished threads ─────────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts637// ── syncToken 410 recovery (calendar + contacts) ─────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts927// ── Calendar window (#5442) ──────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts927// ── Calendar window (#5442) ──────────────────────────────────────────────────COMMENT
MEDIUMtest/google-source-reconcile.test.ts1265// ── loops_extract enqueue completeness ───────────────────────────────────────COMMENT
MEDIUMtest/operations-source-isolation-matrix.test.ts102// ─── The matrix ────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/operations-source-isolation-matrix.test.ts217// ─── Fixture ───────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/operations-source-isolation-matrix.test.ts325// ─── Ratchet: the table covers the registry exactly ───────────────────────COMMENT
MEDIUMtest/operations-source-isolation-matrix.test.ts338// ─── The walk ──────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts50// ── Synthetic fixtures (never real tokens/emails) ────────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts80// ── The fake relay server (the conformance target) ───────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts106 // ── POST /api/oauth/relay/sessions — create a consent session ────────COMMENT
MEDIUMtest/creds-relay-client.test.ts162 // ── POST /api/oauth/relay/refresh — server-side token refresh ────────COMMENT
MEDIUMtest/creds-relay-client.test.ts204// ── relayUrl ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts223// ── createSession ────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts251// ── pollClaim ────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/creds-relay-client.test.ts415// ── refreshViaRelay ──────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/migrate.test.ts68// ─────────────────────────────────────────────────────────────────COMMENT
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Hyper-Verbose Identifiers1438 hits · 1442 pts
SeverityFileLineSnippetContext
LOWtest/explicit-skills-dir-readonly.test.ts24function writeTriggerOnlySkillsDir(skillsDir: string): void {CODE
LOWtest/fence-write.test.ts92function installFakeDurabilityHook(repoPath: string): void {CODE
LOWtest/persistence-admin-intent.test.ts43async function expectRacedTopologyRejection(operation: 'writer_claim' | 'writer_transfer_prepare' | 'writer_transfer_accCODE
LOWtest/extract-atoms-drain.test.ts231 const handlerBlock = handlerSrc.slice(handlerSrc.indexOf('export function makeExtractAtomsDrainHandler('));CODE
LOWtest/extract-atoms-drain.test.ts235 expect(handlerSrc.indexOf('export function makeExtractAtomsDrainHandler(')).toBeGreaterThan(-1);CODE
LOWtest/hook-writeback-stop.serial.test.ts86function writeTranscriptWithToolResult(userText: string, resultChars: number): { path: string; root: string } {CODE
LOWtest/cycle-synthesize.test.ts695 function scanForUnpairedSurrogates(s: string): { index: number; kind: 'lone-high' | 'lone-low' } | null {CODE
LOWtest/graduation-rollback.test.ts60 async function assertTargetAuthoritative(): Promise<void> {CODE
LOWtest/graduation-rollback.test.ts117 async function expectUntouchedAfterMissingCopy(refused: Awaited<ReturnType<typeof refusal>>, copyPath: string): PromCODE
LOWtest/sync-rename-reconcile.serial.test.ts848 async function setupUntrackedExoticScenario(): Promise<string> {CODE
LOWtest/writer.test.ts683 async function seedDuplicateBacklinkPages(): Promise<void> {CODE
LOWtest/upgrade.serial.test.ts225 async function runUpgradeAgainstFakeInstall(opts: {CODE
LOWtest/onboard-coverage-invariants.test.ts39async function seedVisibleAndQuarantinedEntities(): Promise<void> {CODE
LOWtest/oauth-authorize-scope-default.test.ts97 async function dcrAuthorizeAndReadScopes(requested: string[]): Promise<string[]> {CODE
LOWtest/minions.test.ts3348 async function activeJobWithLockLapsedMs(msAgo: number): Promise<MinionJob> {CODE
LOWtest/contextual-synopsis-model.serial.test.ts250async function expectHandlerRegistersNativeSynopsisRoute(opts: {CODE
LOWtest/extract-timeline-from-meetings.test.ts141 async function runExtractCapturingStderr(args: string[]): Promise<string[]> {CODE
LOWtest/cycle-abort.test.ts112 const handlerStart = handlerSource.indexOf('export function makeAutopilotCycleHandler(');CODE
LOWtest/drift-watch.test.ts24function scratchRepoWithStagedSearchFile(): string {CODE
LOWtest/drift-watch.test.ts124 function committedRepoWithRacyIndex(): string {CODE
LOWtest/envelope-to-gbrain.test.ts102function assertEveryTimestampQuoted(page: string): void {CODE
LOWtest/managed-synthesis-postprocess.test.ts191async function childCommittedOrdinaryCycle({ engine, sourceId, root, opts, calls }: Parameters<Parameters<typeof fixtureCODE
LOWtest/managed-synthesis-postprocess.test.ts314async function maintenanceFrontmatterDrift(engine: BrainEngine, sourceId: string, slug: string) {CODE
LOWtest/sync-cost-gate.serial.test.ts167function commitLargeIncrementalDrop(): void {CODE
LOWtest/dream.test.ts452 function expectNoImplicitSourceExclusions(report: any): void {CODE
LOWtest/handlers-embed-backfill.test.ts237 function configureUnpricedEmbeddingModel(): void {CODE
LOWtest/import-file.test.ts529 function expectCompletedIndexVersion(engine: BrainEngine, slug: string): void {CODE
LOWtest/voyage-multimodal.test.ts33function configureVoyageMultimodal(env: Record<string, string | undefined> = {}) {CODE
LOWtest/conversation-facts-type-allowlist-drift.test.ts123function countAllowedTypesImportsFrom(src: string, modulePathEscaped: string): number {CODE
LOWtest/conversation-facts-type-allowlist-drift.test.ts137function countAllowedTypesImportsFromCommandModule(src: string): number {CODE
LOWtest/db-guard-coverage.test.ts92function connectsToAmbientDatabaseUrl(src: string): boolean {CODE
LOWtest/gbrain-to-envelope.test.ts106function assertSchemaFullyImplemented(schema: unknown, path = '#'): void {CODE
LOWtest/oauth.test.ts521 async function insertLegacyTokenWithPermissions(CODE
LOWtest/oauth.test.ts599 async function insertLegacyTokenWithScopes(name: string, scopesLiteral: string | null): Promise<string> {CODE
LOWtest/cli-synthetic-command.test.ts32 'async function routeSyntheticBeforeTable(command: string, args: string[]): Promise<boolean> {',CODE
LOWtest/cycle-synthesize-subagent-timeout.test.ts36async function seedWorthProcessingVerdict(CODE
LOWtest/autopilot-drain-deadlock-2050.test.ts157 function maskAsPostgresWithReconnect(target: PGLiteEngine, onReconnect: () => void): BrainEngine {CODE
LOWtest/ambient-recall-hooks.serial.test.ts62function writePostgresConfigWithLeftoverPath(dataDir: string): void {CODE
LOWtest/put-page-push-reporting.serial.test.ts38function installFakeDurabilityHook(repoPath: string): void {CODE
LOWtest/jobs-gateway-refresh-set.test.ts37function parseBuiltinRegistrations(src: string): string[] {CODE
LOWtest/schema-pack-merge.test.ts318function expandClosureFromManifest(m: SchemaPackManifest, type: string): string[] {CODE
LOWtest/schema-bootstrap-coverage.test.ts595function parseIndexColumnReferences(sql: string): Array<{ table: string; column: string }> {CODE
LOWtest/schema-bootstrap-coverage.test.ts737function buildIndexRefCoveragePredicate(CODE
LOWtest/write-through-commit.test.ts38function installFakeDurabilityHook(repoPath: string): void {CODE
LOWtest/check-resolvable.test.ts507function makeSparseForeignSkillsFixture(): string {CODE
LOWtest/check-resolvable.test.ts522function makeDenseSkillpackFixture(): string {CODE
LOWtest/mcp-tool-defs.test.ts40function referenceParamDefToSchema(p: ParamDefLike): Record<string, unknown> {CODE
LOWtest/eval-brainbench-e2e.slow.test.ts46function withDefaultCommittedBaseline(args: string[]): string[] {CODE
LOWtest/memory-verbs-conformance.test.ts669 function installDeterministicEmbedder() {CODE
LOWtest/delete-write-through-commit.test.ts37function installFakeDurabilityHook(repoPath: string): void {CODE
LOWtest/eval-longmemeval-mixedcase.slow.test.ts108function installFakeEmbedTransport(): { calls: number; fn: any } {CODE
LOWtest/scripts/engine-sql-dynamic.test.ts81 'declare function privatePagesFilterFragment(...a: unknown[]): string;',CODE
LOWtest/scripts/engine-sql-dynamic.test.ts84 'declare function currentTextProjectionFilter(...a: unknown[]): string;',CODE
LOWtest/e2e/migration-v47-notability.test.ts85async function readNotabilityColumnState(): Promise<{CODE
LOWtest/e2e/skill-brain-first.test.ts45function copyFixturesIntoTempWorkspace(): Workspace {CODE
LOWtest/e2e/token-usage-skip-locked.test.ts53 async function backendsWaitingOnTokenUpdate(): Promise<number> {CODE
LOWtest/e2e/thin-client.test.ts120 function parseRegisterClientOutput(out: string): { clientId: string; clientSecret: string } {CODE
LOWtest/e2e/install-real-opencode.serial.test.ts259function registerGbrainIntoOpencode(CODE
LOWtest/e2e/skillopt-models-used.serial.test.ts190 async function abortAtThirdOptimizerCall() {CODE
LOW⚡test/e2e/source-routing.test.ts166async function seedTwoSourcesWithSharedSymbol(engine: PGLiteEngine): Promise<void> {CODE
1378 more matches not shown…
Over-Commented Block1351 hits · 1302 pts
SeverityFileLineSnippetContext
LOWdocker-compose.ci.yml1# docker-compose.ci.ymlCOMMENT
LOWbunfig.toml1[test]COMMENT
LOWbunfig.toml21# test/helpers/audit-dir-preload.ts for the full rationale.COMMENT
LOWbunfig.toml41# test/helpers/operator-env-preload.ts.COMMENT
LOWnative/locks/windows-napi.h61#define napi_get_value_string_utf8 gbrain_napi.napi_get_value_string_utf8COMMENT
LOWnative/locks/locks.c1/* SPDX-License-Identifier: MITCOMMENT
LOWnative/locks/locks.c21#define INVALID_LOCK_HANDLE INVALID_HANDLE_VALUECOMMENT
LOWnative/locks/darwin-abi.h41#define SEEK_SET 0COMMENT
LOWtest/google-source-reconcile.test.ts921 } finally {COMMENT
LOWtest/sources-abs-path-3696.test.ts101describe('#3696 residual — a relative --clone-dir is absolutized before use', () => {COMMENT
LOWtest/migrate.test.ts61 } finally {COMMENT
LOWtest/migrate.test.ts121 expect(v20!.sql).not.toContain('ALTER TABLE files');COMMENT
LOWtest/migrate.test.ts181 });COMMENT
LOWtest/migrate.test.ts461 });COMMENT
LOWtest/migrate.test.ts601 expect(sqlOf(v)).toMatch(/ALTER ROLE % BYPASSRLS/);COMMENT
LOWtest/migrate.test.ts841 const v66Start = src.indexOf("name: 'embed_stale_partial_index'");COMMENT
LOWtest/migrate.test.ts1101 [fromId, toId, 'mention', `dup-${i}`]COMMENT
LOWtest/migrate.test.ts1981 expect(typeof scorecard.partial_rate).not.toBe('undefined');COMMENT
LOWtest/migrate.test.ts2161 });COMMENT
LOWtest/eval-capture-db-plane.test.ts141 // config-merge work and predates this change. Asserting the key setCOMMENT
LOWtest/eval-capture-db-plane.test.ts201 expect(cli).toContain('const MERGED_CONFIG_BY_ENGINE = new WeakMap');COMMENT
LOWtest/brain-registry.serial.test.ts261 const reg = new BrainRegistry([COMMENT
LOWtest/facts-backstop-gating.test.ts21 await engine.initSchema();COMMENT
LOWtest/onboard-phantom-rec-gates.test.ts1// test/onboard-phantom-rec-gates.test.tsCOMMENT
LOWtest/onboard-phantom-rec-gates.test.ts21// `gbrain-base` applies — and gbrain-base DOES declare four inference.regexCOMMENT
LOWtest/config-db-plane-round-trips.test.ts1// Regression: loadConfigWithEngine() read every DB-plane key one at a time.COMMENT
LOWtest/openclaw-plugin-manifest.test.ts61 it('every RECOMMENDED skill is bundled (recommended-but-unscaffoldable is a broken funnel)', () => {COMMENT
LOWtest/schema-pack-trust-boundary.test.ts1// v0.38 T8: schema_pack per-call trust gate (D13 + codex F4).COMMENT
LOWtest/think-trajectory-injection.test.ts201 });COMMENT
LOWtest/think-trajectory-injection.test.ts321 const userMsg = captured[0].user;COMMENT
LOWtest/resolvers.test.ts621// ---------------------------------------------------------------------------COMMENT
LOWtest/doctor-silent-death-checks.test.ts341 // #3766 literal repro check: the reporter's symptom (a code sourceCOMMENT
LOWtest/schema-cli.test.ts1// v0.38 Phase C: gbrain schema CLI smoke tests.COMMENT
LOWtest/brain-score-recommendations.test.ts61 expect(HOSTED_EMBED_KEY_CONFIG.OPENAI_API_KEY).toBe('openai_api_key');COMMENT
LOWtest/facts-fence-typed.test.ts1// v0.35.4 — typed-claim fence parser+renderer round-trip + normalization.COMMENT
LOWtest/doctor-hidden-by-search-policy.test.ts61COMMENT
LOWtest/sources-ops.test.ts1061 const missingDir = join(SANDBOX, 'does-not-exist-yet');COMMENT
LOWtest/doctor-embedding-env-override.test.ts1// v0.41.2.1 — embedding_env_override doctor check (D9 #9).COMMENT
LOWtest/sync-rename-reconcile.serial.test.ts2641 // Sync 2: the clean file lands at the SAME derived slug with DIFFERENTCOMMENT
LOWtest/cli-options.test.ts121 expect(r.rest).toEqual(['ask', 'who is alice-example']);COMMENT
LOWtest/cycle-synthesize-concepts-grouping.test.ts1// #5965: hyphenation variants of one concept label (`network-effects`,COMMENT
LOWtest/extract-atoms-page-discovery.test.ts1// v0.41.2.1 — page-based discovery + source-hash idempotency forCOMMENT
LOWtest/schema-pack-manifest-v041_2.test.ts1// v0.41 T3 — SchemaPackManifestSchema extensions: phases + calibration_domains.COMMENT
LOWtest/minions.test.ts2221 const a1 = await queue.add('srcsync2', { source_id: 'src-a' }, { maxWaiting: 1 });COMMENT
LOWtest/operations-trust-boundary.test.ts361 expect(message.toLowerCase()).toContain('permission_denied');COMMENT
LOWtest/operations-trust-boundary.test.ts481 // remote MCP surface unless someone consciously exempts them.COMMENT
LOWtest/operations-trust-boundary.test.ts501 // confinement serves the localOnly file_upload path) passes vacuously —COMMENT
LOWtest/privacy-strip-and-forget.test.ts141 // #3625 Codex review Critical finding: get_page/fetch_page only everCOMMENT
LOWtest/doctor-pglite-scratch-probe.test.ts1// #2674 — pglite_scratch_probe: distinguish a damaged PGLite store from aCOMMENT
LOWtest/doctor-pglite-scratch-probe.test.ts21// store: engine=null also covers locks and config refusals.COMMENT
LOWtest/search-mode.test.ts441 // (so a graph-on cache write cannot be served to a graph-off lookup) ANDCOMMENT
LOWtest/search-mode.test.ts461 // #2825: bumped 11→12 to fold the resolved hard-exclude prefix listCOMMENT
LOWtest/search-mode.test.ts481 // #3783/#4220 stamps alter stored rows for identical knobs.COMMENT
LOWtest/search-mode.test.ts521 // callers that don't thread detail share the default-detail rows.COMMENT
LOWtest/search-mode.test.ts541 // epoch, no extra bump: neither part had shipped in a release yet.COMMENT
LOWtest/doctor-sync-consolidation.test.ts1// v0.41.19.0 — T6 of ops-fix-wave.COMMENT
LOWtest/by-mention.test.ts441 });COMMENT
LOWtest/by-mention.test.ts681 // on TITLE not slug. So even a non-companies slug with title="Apple"COMMENT
LOWtest/cycle-abort.test.ts101 // Source-level regression guard.COMMENT
LOWtest/keyword-relaxed-fusion.serial.test.ts161 // Common-case demotion must never look degraded — that would put everyCOMMENT
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Structural Annotation Overuse401 hits · 684 pts
SeverityFileLineSnippetContext
LOWINSTALL_FOR_AGENTS.md11## Step 0: If you are not Claude CodeCOMMENT
LOWINSTALL_FOR_AGENTS.md28## Step 1: Install GBrainCOMMENT
LOWINSTALL_FOR_AGENTS.md71## Step 2: API KeysCOMMENT
LOWINSTALL_FOR_AGENTS.md108## Step 3: Create the BrainCOMMENT
LOWINSTALL_FOR_AGENTS.md301## Step 4: Import and IndexCOMMENT
LOWINSTALL_FOR_AGENTS.md369## Step 5: Load SkillsCOMMENT
LOWINSTALL_FOR_AGENTS.md492## Step 6: Identity (optional)COMMENT
LOWINSTALL_FOR_AGENTS.md505## Step 7: Recurring JobsCOMMENT
LOWINSTALL_FOR_AGENTS.md530## Step 8: IntegrationsCOMMENT
LOWINSTALL_FOR_AGENTS.md538## Step 9: VerifyCOMMENT
LOWllms-full.txt2502## Step 0: If you are not Claude CodeCOMMENT
LOWllms-full.txt2519## Step 1: Install GBrainCOMMENT
LOWllms-full.txt2562## Step 2: API KeysCOMMENT
LOWllms-full.txt2599## Step 3: Create the BrainCOMMENT
LOWllms-full.txt2792## Step 4: Import and IndexCOMMENT
LOWllms-full.txt2860## Step 5: Load SkillsCOMMENT
LOWllms-full.txt2983## Step 6: Identity (optional)COMMENT
LOWllms-full.txt2996## Step 7: Recurring JobsCOMMENT
LOWllms-full.txt3021## Step 8: IntegrationsCOMMENT
LOWllms-full.txt3029## Step 9: VerifyCOMMENT
LOWllms-full.txt6237## Step 1: See what pack is active todayCOMMENT
LOWllms-full.txt6258## Step 2: Fork the bundled packCOMMENT
LOWllms-full.txt6268## Step 3: Activate the forkCOMMENT
LOWllms-full.txt6280## Step 4: Add a researcher typeCOMMENT
LOWllms-full.txt6305## Step 5: Import some placeholder researcher pagesCOMMENT
LOWllms-full.txt6340## Step 6: See the gap with `stats`COMMENT
LOWllms-full.txt6350## Step 7: Backfill with `sync --apply`COMMENT
LOWllms-full.txt6386## Step 8: Prove the wiring worksCOMMENT
LOW⚡test/skill-brain-first.test.ts261 test('matches ### Step 0: Brain Context', () => {CODE
LOW⚡test/skill-brain-first.test.ts262 expect(PHASE_HEADING_RE.test('### Step 0: Brain Context')).toBe(true);CODE
LOW⚡test/skill-brain-first.test.ts427 const content = `---\nname: good-skill\n---\n# Good Skill\n\n## Step 0: Brain Context\nSearch the brain first with \CODE
LOW⚡test/skill-brain-first.test.ts433 const content = `---\nname: bad-skill\n---\n# Bad Skill\n\n## Step 1: Research\nUse web_search to find information aCODE
LOW⚡test/pages-soft-delete.test.ts309 // Step 1: page is visible by default.COMMENT
LOW⚡test/pages-soft-delete.test.ts314 // Step 2: soft-delete, default getPage returns null.COMMENT
LOW⚡test/pages-soft-delete.test.ts319 // Step 3: include_deleted: true surfaces the row with deleted_at populated.COMMENT
LOW⚡test/pages-soft-delete.test.ts324 // Step 4: restore → default getPage returns the row again.COMMENT
LOW⚡test/fresh-install-pglite.serial.test.ts280 // Step 1: keyless install → deferred-setup sentinel persisted.COMMENT
LOW⚡test/fresh-install-pglite.serial.test.ts285 // Step 2: the key arrives; run the documented recovery command.COMMENT
LOW⚡test/serve-status-mode.serial.test.ts213 // Step 2: one shared HTTP server owns the brain.COMMENT
LOW⚡test/serve-status-mode.serial.test.ts223 // Step 3: each harness, rewired to the shared server, recalls.COMMENT
LOW⚡test/doctor-cli-smoke.test.ts88 // Step 1: init + apply migrations so the brain is at head before doctor runs.COMMENT
LOW⚡test/doctor-cli-smoke.test.ts94 // Step 2: doctor --json against the fresh brain. This is the load-bearingCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts115 // Step 1: init --migrate-only seeds the schema. Pre-fix on PGLite thisCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts121 // Step 2: apply-migrations --yes runs the orchestrator chain. Pre-fixCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts143 // Step 3: re-run is idempotent — "All migrations up to date" must exitCOMMENT
LOWtest/scripts/ci-local-rendering.test.ts141 const start = source.indexOf('# Step 4: build the runner-side command.');CODE
LOWtest/skillopt/adversarial/resume-after-crash.test.ts47 // Step 1: accept v1 cleanly.COMMENT
LOWtest/skillopt/adversarial/resume-after-crash.test.ts78 // Step 2: stage a pending v2 (simulates crash).COMMENT
LOWtest/skillopt/adversarial/resume-after-crash.test.ts89 // Step 3: resume — call revertAllPending (what runOptimizationLoop does).COMMENT
LOW⚡test/skillopt/adversarial/partial-write-crash.test.ts92 // Step 1: a clean accept.COMMENT
LOW⚡test/skillopt/adversarial/partial-write-crash.test.ts98 // Step 2: stage a pending v2 from a crashed run.COMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts40 // Step 1: Submit a slow job with a short timeoutCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts46 // Step 2: Submit a fast job that should run AFTER the slow one times outCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts75 // Step 3: Start workerCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts78 // Step 4: Wait for slow job timeout (200ms) + handler abort + fast job executionCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts81 // Step 5: Stop workerCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts85 // Step 6: VerifyCOMMENT
LOWtest/e2e/serve-http-oauth.test.ts1121 // Step 1: register a throwaway client via CLI.COMMENT
LOWtest/e2e/serve-http-oauth.test.ts1134 // Step 2: mint a token through the live server.COMMENT
LOW⚡test/e2e/serve-http-oauth.test.ts1147 // Step 3: revoke via the CLI subprocess.COMMENT
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Modern AI Meta-Vocabulary145 hits · 412 pts
SeverityFileLineSnippetContext
MEDIUMllms-full.txt7840# Scaling skills past 300 without drowning the context windowCOMMENT
MEDIUMTODOS.md5454three real wins in PR #1316 (`chipoto69` — "Phase 4 multi-agent hardening")CODE
MEDIUMTODOS.md6337## v0.37.4.0 pgGraph CI scaffolding follow-ups (v0.37.x+)COMMENT
MEDIUMtest/embedding-input-limit.test.ts2 * #4530 — the chunker respects the embedding model's per-input token limit.COMMENT
MEDIUMtest/company-brain-runtime.test.ts35 'README.md': '# Excluded scaffolding\n',CODE
MEDIUMtest/openclaw-plugin-manifest.test.ts63 // by slug; `gbrain skillpack scaffold <slug>` resolves against the pluginCOMMENT
MEDIUMtest/openclaw-plugin-manifest.test.ts64 // bundle. A recommendation the scaffold can't fulfill is a dead-end CTA —COMMENT
MEDIUMtest/skillpack-scaffold-harness.test.ts438// scaffold's "Update lens" hint must run verbatim with the targeting flags theCOMMENT
MEDIUMtest/skillpack-reference-apply.test.ts90 // bundle. Without scaffold-time base tracking, we cannot tellCOMMENT
MEDIUMtest/skillpack-reference-apply.test.ts134 // Don't scaffold — leave target missing.COMMENT
MEDIUMtest/skillify-scaffold.test.ts188 // to scaffold. The plan must NOT queue a duplicate append, evenCOMMENT
MEDIUMtest/skillify-scaffold.test.ts427 // cross-modal eval. No `gbrain skillify scaffold demo-eleven` shell-outCOMMENT
MEDIUMtest/skillify-scaffold.test.ts449 // Receipts naming convention is documented in the scaffold so theCOMMENT
MEDIUMtest/skillify-scaffold.test.ts453 // Pass criterion is documented in the scaffold (Q2 floor + Q3 floor).COMMENT
MEDIUMtest/cycle-dream-output-root.test.ts310 // serve the tool-less oneshot attempt AND its agentic fallback.COMMENT
MEDIUMtest/advisor-collectors-findings.test.ts208 expect(f.fix.dispatch_id).toBeUndefined(); // scaffold is not --apply-dispatchableCODE
MEDIUMtest/embedding-pricing.test.ts189// #4344 — hosted-recipe coverage gate: every embedding model the voyageCOMMENT
MEDIUMtest/embedding-pricing.test.ts221// Same coverage gate as #4344, for the `google` recipe: every embedding modelCOMMENT
MEDIUMtest/brain-durability-hook.serial.test.ts474 test('#3925 — the scaffolding commit does NOT fire the hook (no racing background push)', async () => {CODE
MEDIUMtest/brain-allowlist.test.ts286// #4852: trusted-workspace subagents (dream synth agentic lane, patterns,COMMENT
MEDIUMtest/brain-allowlist.test.ts286// #4852: trusted-workspace subagents (dream synth agentic lane, patterns,COMMENT
MEDIUMtest/sync-failure-ledger.serial.test.ts293describe('#5 + #6 applySyncFailureGate orchestration', () => {CODE
MEDIUMtest/repo-root.test.ts317 // skillify scaffold, post-install-advisory). If a future edit adds theCOMMENT
MEDIUMtest/skill-currency.test.ts83 // alpha: scaffold, leave untouched → currentCOMMENT
MEDIUMtest/skill-currency.test.ts86 // beta: scaffold, then user edits a file → driftedCOMMENT
MEDIUMtest/skill-currency.test.ts133 // alpha ships two files; scaffold both, then delete one → identical>0, missing>0.COMMENT
MEDIUMtest/skillpack-flow.test.ts121 // Run scaffold from gbrainRoot so it picks up our scratch bundle.COMMENT
MEDIUMtest/subagent-handler.test.ts1281 expect(client.calls.length).toBe(0); // agentic loop never ranCODE
MEDIUMtest/link-extraction.test.ts982### 2026-08-07 — Example orchestration eventCOMMENT
MEDIUMtest/link-extraction.test.ts969 '### 2026-08-07 — Example orchestration event',CODE
MEDIUMtest/apply-migrations-orchestration-lock.test.ts2 * #5693: two `gbrain apply-migrations` runners must never orchestrate the sameCOMMENT
MEDIUMtest/skillpack-scaffold.test.ts180 // First, scaffold without the paired source declared (simulating "skillCOMMENT
MEDIUMtest/skillpack-scaffold.test.ts187 // Now scaffold (gbrain bundle has the paired source declared); theCOMMENT
MEDIUMtest/eval-v041_2-scaffolds.test.ts1// v0.41 T11 → E4: envelope contract for the one surviving eval scaffold,COMMENT
MEDIUMtest/cli-cwd-dotenv-quarantine.test.ts170// ── Preflight ORDER: quarantine → $GBRAIN_HOME/.gbrain/.env → guardrails ────COMMENT
MEDIUMtest/cli-cwd-dotenv-quarantine.test.ts196 // The planted "home" carries a .gbrain/.env naming the probe as guardrails module.COMMENT
MEDIUMtest/cli-cwd-dotenv-quarantine.test.ts565 // modelled by an operator-EXPORTED guardrails module: it replaces the child'sCOMMENT
MEDIUMtest/cli-cwd-dotenv-quarantine.test.ts602 const { dir } = hostileRepo(() => 'GBRAIN_ALLOW_SHELL_JOBS=1'); // protected, NOT the guardrails key → quarantine + CODE
MEDIUMtest/schema-pack/scaffold-extractable.test.ts1// v0.42 Wave C1 — scaffold-extractable mutation tests.COMMENT
MEDIUMtest/schema-pack/scaffold-extractable.test.ts6// at test/e2e/schema-scaffold-extractable.test.ts because it needsCOMMENT
MEDIUMtest/extract/benchmark.test.ts112 // user gets the scaffold-extractable hint, not a path error.COMMENT
MEDIUMtest/e2e/workspace-generic-compat.test.ts120 // scaffold reports as written actually exists; paired sources (fromCOMMENT
MEDIUM⚡test/e2e/workspace-generic-compat.test.ts131 // check-resolvable stays clean after scaffold: the scaffolded skillCOMMENT
MEDIUM⚡test/e2e/workspace-generic-compat.test.ts132 // is reachable via its own frontmatter triggers (scaffold contract 1COMMENT
MEDIUM⚡test/e2e/workspace-generic-compat.test.ts139 // Contract 2 (scaffold.ts header): once a file lands, the user ownsCOMMENT
MEDIUMtest/e2e/apply-migrations-orchestration-lock.test.ts2 * #5693 on Postgres: the apply-migrations orchestration lock is a renewableCOMMENT
MEDIUMtest/helpers/wave-scenarios.ts128 // #5629: repairable now; with no embedding model configured the repair can only report it blocked, so the operator COMMENT
MEDIUMtest/helpers/apply-migrations-lock-driver.ts1/** Drivers for the #5693 apply-migrations orchestration-lock tests (PGLite and Postgres). */COMMENT
MEDIUMdocs/skillpack-anatomy.md18│ └── bootstrap.md # post-scaffold display (NOT an executor)CODE
MEDIUMdocs/skillpack-anatomy.md96gbrain skillpack init my-pack # scaffold the treeCODE
MEDIUMdocs/skillpack-anatomy.md98gbrain skillpack doctor my-pack --fix --yes # auto-scaffold missing piecesCODE
MEDIUMdocs/GBRAIN_RECOMMENDED_SCHEMA.md922## What makes this different from RAGCOMMENT
MEDIUMdocs/designs/SYSTEM_ONE_JEV_V1.md963| Evidence | GBRA-4, #5178, probes | per-slot verdicts | 2 verdicts | none for orchestration rewrite |CODE
MEDIUMdocs/designs/SKILLPACK_REGISTRY_V1_SPEC.md883gbrain skillpack init <name> # NEW: scaffold publisher repoCODE
MEDIUMdocs/designs/KNOWLEDGE_RUNTIME.md415### 6.1 The anti-hallucination invariantCOMMENT
MEDIUMdocs/designs/KNOWLEDGE_RUNTIME.md459// src/core/output/scaffold.tsCOMMENT
MEDIUMdocs/architecture/frontmatter-scan-incremental.md75// version the scaffold picked; not a reserved slot)COMMENT
MEDIUMdocs/architecture/schema-packs.md92gbrain schema init <name> # scaffold a stub pack (experimental)CODE
MEDIUMdocs/architecture/topologies.md273### Recommended embedding modelCOMMENT
MEDIUMdocs/architecture/key-files/core-cycle-continued.md20- `src/core/cycle/synthesize.ts` — Synthesize phase: conversation-transcript-to-brain pipeline, a two-stage cascade wherCODE
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Verbosity Indicators142 hits · 260 pts
SeverityFileLineSnippetContext
LOW⚡test/skill-brain-first.test.ts261 test('matches ### Step 0: Brain Context', () => {CODE
LOW⚡test/skill-brain-first.test.ts262 expect(PHASE_HEADING_RE.test('### Step 0: Brain Context')).toBe(true);CODE
LOW⚡test/skill-brain-first.test.ts427 const content = `---\nname: good-skill\n---\n# Good Skill\n\n## Step 0: Brain Context\nSearch the brain first with \CODE
LOW⚡test/skill-brain-first.test.ts433 const content = `---\nname: bad-skill\n---\n# Bad Skill\n\n## Step 1: Research\nUse web_search to find information aCODE
LOW⚡test/pages-soft-delete.test.ts309 // Step 1: page is visible by default.COMMENT
LOW⚡test/pages-soft-delete.test.ts314 // Step 2: soft-delete, default getPage returns null.COMMENT
LOW⚡test/pages-soft-delete.test.ts319 // Step 3: include_deleted: true surfaces the row with deleted_at populated.COMMENT
LOW⚡test/pages-soft-delete.test.ts324 // Step 4: restore → default getPage returns the row again.COMMENT
LOW⚡test/fresh-install-pglite.serial.test.ts280 // Step 1: keyless install → deferred-setup sentinel persisted.COMMENT
LOW⚡test/fresh-install-pglite.serial.test.ts285 // Step 2: the key arrives; run the documented recovery command.COMMENT
LOW⚡test/serve-status-mode.serial.test.ts213 // Step 2: one shared HTTP server owns the brain.COMMENT
LOW⚡test/serve-status-mode.serial.test.ts223 // Step 3: each harness, rewired to the shared server, recalls.COMMENT
LOW⚡test/doctor-cli-smoke.test.ts88 // Step 1: init + apply migrations so the brain is at head before doctor runs.COMMENT
LOW⚡test/doctor-cli-smoke.test.ts94 // Step 2: doctor --json against the fresh brain. This is the load-bearingCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts115 // Step 1: init --migrate-only seeds the schema. Pre-fix on PGLite thisCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts121 // Step 2: apply-migrations --yes runs the orchestrator chain. Pre-fixCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts143 // Step 3: re-run is idempotent — "All migrations up to date" must exitCOMMENT
LOW⚡test/apply-migrations-pglite-spawn.test.ts149 // Step 4: --list exits 0 (third leg of the #1062 contract).COMMENT
LOWtest/scripts/ci-local-rendering.test.ts141 const start = source.indexOf('# Step 4: build the runner-side command.');CODE
LOWtest/skillopt/adversarial/resume-after-crash.test.ts47 // Step 1: accept v1 cleanly.COMMENT
LOWtest/skillopt/adversarial/resume-after-crash.test.ts78 // Step 2: stage a pending v2 (simulates crash).COMMENT
LOWtest/skillopt/adversarial/resume-after-crash.test.ts89 // Step 3: resume — call revertAllPending (what runOptimizationLoop does).COMMENT
LOW⚡test/skillopt/adversarial/partial-write-crash.test.ts92 // Step 1: a clean accept.COMMENT
LOW⚡test/skillopt/adversarial/partial-write-crash.test.ts98 // Step 2: stage a pending v2 from a crashed run.COMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts40 // Step 1: Submit a slow job with a short timeoutCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts46 // Step 2: Submit a fast job that should run AFTER the slow one times outCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts75 // Step 3: Start workerCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts78 // Step 4: Wait for slow job timeout (200ms) + handler abort + fast job executionCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts81 // Step 5: Stop workerCOMMENT
LOW⚡test/e2e/worker-abort-recovery.test.ts85 // Step 6: VerifyCOMMENT
LOWtest/e2e/serve-http-oauth.test.ts1121 // Step 1: register a throwaway client via CLI.COMMENT
LOWtest/e2e/serve-http-oauth.test.ts1134 // Step 2: mint a token through the live server.COMMENT
LOW⚡test/e2e/serve-http-oauth.test.ts1147 // Step 3: revoke via the CLI subprocess.COMMENT
LOW⚡test/e2e/serve-http-oauth.test.ts1157 // Step 4: previously-minted token must now be rejected at /mcp. CascadeCOMMENT
LOW⚡test/e2e/serve-http-oauth.test.ts1167 // Step 5: re-running revoke-client on the now-deleted id must exit 1.COMMENT
LOW⚡test/e2e/sync.test.ts488 // Step 1: First sync of the clean repo — should succeed.COMMENT
LOW⚡test/e2e/sync.test.ts494 // Step 2: Add a broken file — frontmatter slug doesn't match path-derived slug.COMMENT
LOW⚡test/e2e/sync.test.ts504 // Step 3: Sync should block. Bookmark must NOT advance.COMMENT
LOW⚡test/e2e/sync.test.ts518 // Step 4: Run with skipFailed — bookmark advances, entry gets acked.COMMENT
LOW⚡test/e2e/sync.test.ts528 // Step 5: Verify what doctor would render for the historical entry.COMMENT
LOWtest/e2e/sync.test.ts543 // Step 6: Add a second broken file — this one with a different failure codeCOMMENT
LOWtest/e2e/sync.test.ts559 // Step 7: Sync blocks again on the new failure. Old entry stays acked.COMMENT
LOWtest/e2e/sync.test.ts573 // Step 8: Skip again — both entries acked, summary aggregates the count.COMMENT
LOWtest/e2e/eval-loop.test.ts154 // Step 1: capture three search queries against the live brain.COMMENT
LOW⚡test/e2e/eval-loop.test.ts166 // Step 2: publish a baseline from the captured rows.COMMENT
LOW⚡test/e2e/eval-loop.test.ts173 // Step 3: gate against the baseline. Since the brain hasn't changed,COMMENT
LOW⚡test/e2e/system-of-record-invariant.test.ts209 // Step 3: snapshot.COMMENT
LOW⚡test/e2e/system-of-record-invariant.test.ts218 // Step 4: DELETE every rebuildable derived table. NOT tags — tagsCOMMENT
LOW⚡test/e2e/system-of-record-invariant.test.ts229 // Step 5: re-import all + re-extract. Re-import is what rebuildsCOMMENT
LOW⚡test/e2e/system-of-record-invariant.test.ts234 // Step 6: snapshot + diff.COMMENT
LOWtests/heavy/pg_upgrade_matrix.sh66 # Step 1: build the legacy fixture (drop schema, init to LATEST, down-mutate)COMMENT
LOWtests/heavy/pg_upgrade_matrix.sh77 # Step 2: walk forward. `gbrain doctor` triggers engine.connect() whichCOMMENT
LOWtests/heavy/pg_upgrade_matrix.sh92 # Step 3: assert status is non-fatal. We accept 'ok' and 'warnings' becauseCOMMENT
LOWtests/heavy/frontmatter_scan_wallclock.sh58# Step 1: seed the synthetic brain.COMMENT
LOWtests/heavy/frontmatter_scan_wallclock.sh85# Step 2: init brain + register the source.COMMENT
LOWtests/heavy/frontmatter_scan_wallclock.sh124# Step 3: run gbrain doctor; capture wall-clock + exit + frontmatter_integrity status.COMMENT
LOWtests/heavy/frontmatter_scan_wallclock.sh135# Step 4: assert.COMMENT
LOW⚡tests/heavy/_build_legacy_fixtures.sh62# Step 1: reset schemaCOMMENT
LOW⚡tests/heavy/_build_legacy_fixtures.sh66# Step 2: bring to LATEST via gbrain. The CLI's `doctor --json` triggersCOMMENT
LOW⚡tests/heavy/_build_legacy_fixtures.sh74# Step 3: down-mutate to the target shapeCOMMENT
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AI Slop Vocabulary73 hits · 202 pts
SeverityFileLineSnippetContext
MEDIUMevals/brainbench/baselines/main.json23 "justification": "#5575 shipped defaults set by the preregistered paid eval (gbrain-evals capy/memory-trust-evals, docCODE
MEDIUMtest/harness-rotation-grants.test.ts2 * #5893: `bootstrap harness` rotation carries the replaced token's grants.COMMENT
MEDIUMtest/eval-chronicle.test.ts2 * v0.42.x — Life Chronicle (#2390) feature eval harness (Phase A.9, PRIMARY proof).COMMENT
MEDIUMtest/sources.test.ts33 // Match by substring so tests are robust against whitespace.COMMENT
MEDIUM⚡test/bootstrap-doctor-checks.test.ts190 test('a harness receipt ALONE opens the gate (#4043 — harness-only boxes get checks)', async () => {CODE
MEDIUMtest/sources-ops.test.ts1080// #2707 git validation, which the fake-git harness defeats.COMMENT
MEDIUMtest/cycle-synthesize-daily-cap.test.ts152 // CDX-4 (#4217 family): in this keyless harness every submitted childCOMMENT
MEDIUMtest/doctor-harness-wiring-plugin.test.ts2 * #6082: `harness_wiring` counts a harness whose config enables a gbrainCOMMENT
MEDIUMtest/bootstrap-seat.serial.test.ts2 * #4618 `gbrain bootstrap hooks --seat <label>` / `bootstrap harness --seat`:COMMENT
MEDIUMtest/sum-stale-chunk-chars.test.ts94 // depend on gateway-configured dimensions (keeps it robust regardless ofCOMMENT
MEDIUMtest/sum-stale-chunk-chars.test.ts98 // in atttypmod) so the test is robust to whatever dim initSchema chose.COMMENT
MEDIUMtest/cycle-synthesize-subagent-timeout.test.ts76 // CDX-4 (#4217 family): the child dies in this keyless harness, and aCOMMENT
MEDIUMtest/doctor-memory-writeback.test.ts109 test('#5671 explicit private default + HTTP harness receipt → warn naming the remote read-back consequence (on and offCODE
MEDIUMtest/bootstrap-dispatcher.serial.test.ts941describe('uninstall × harness receipt (#4043 harness-first composition)', () => {CODE
MEDIUMtest/transcript-render.test.ts188 const nasty = session(BASIC.messages, { title: 'quote" colon: [brackets] re #4106', harness: 'chatgpt' });CODE
MEDIUMtest/bootstrap-subcommand-help.serial.test.ts209 // #5488: `harness` was missing from SUBCOMMAND_HELP, so the dispatch'sCOMMENT
MEDIUMtest/migration-v120.test.ts39 // string so the assertion is robust to driver array shape.COMMENT
MEDIUMtest/bootstrap-verify-hook-carrier-overlap.test.ts108 test('#6092: user-scope harness hooks the host stripped of their marker still count as a carrier', () => {CODE
MEDIUMtest/mcp-initialize-instructions.test.ts168describe('#6170: writeback line and error protocol inside the harness read limit', () => {CODE
MEDIUMtest/cycle-synthesize-breaker.test.ts148 // CDX-4 (#4217 family): in this keyless harness every submitted childCOMMENT
MEDIUMtest/connect.test.ts199 test('claude argv with scope — inserted after the name (#4043 harness lane; claude default is local)', () => {CODE
MEDIUMtest/bootstrap-harness.serial.test.ts1542 // #5671: an explicitly-private brain default meets an HTTP harness — theCOMMENT
MEDIUMtest/bootstrap-harness.serial.test.ts1547 test('#5671 private default + HTTP harness → warning names the consequence and the fix before consent', async () => {CODE
MEDIUMtest/autopilot-install-wrapper.test.ts9 * These run the FULL generated wrapper under real bash; the #2608 harness inCOMMENT
MEDIUMtest/autopilot-install-wrapper.test.ts136 // indexOf("exec '") (used by the #2608 truncation harness and theCOMMENT
MEDIUMtests/docker/bootstrap-e2e.sh3# harness [A7]. This is the script .github/workflows/heavy-tests.yml'sCOMMENT
MEDIUM…s/integrations/qm-harness-snippets/provision-scopes.sh3# (or any multi-user agent harness with per-person + per-channel scopes).COMMENT
MEDIUM…s/integrations/qm-harness-snippets/provision-scopes.sh30# scope's sandbox (e.g. via the harness keychain or a one-time secret drop),COMMENT
MEDIUMscripts/check-fuzz-purity.sh87# A fuzz harness that pulls in `engine.ts` could trigger DB connections throughCOMMENT
LOWscripts/run-e2e.sh141# internals survive untouched. We keep GBRAIN_HOME (just set above for HOMECOMMENT
MEDIUMscripts/test-shard.sh80# evals/ is included: its *.test.ts files (eval-harness unit tests) wereCOMMENT
MEDIUM⚡scripts/guard-self-test.sh2# W0 fix-wave (Tier-1 #11 / D5.14): guard self-test harness.COMMENT
MEDIUM⚡scripts/guard-self-test.sh9# This harness makes that class structurally impossible for scanner guards:COMMENT
MEDIUM⚡scripts/guard-self-test.sh17# Also prints total harness wall-clock (guard-runtime budget line, D4.5):COMMENT
MEDIUMscripts/check-fixture-privacy.sh36# cathedral-4: the transcripts-import fixtures (raw harness/export shapes)COMMENT
MEDIUMscripts/check-test-real-names.sh35 # 'Hermes' removed (hermes-harness wave): here it names NousResearch/hermes-agent,COMMENT
MEDIUMscripts/check-jsonb-pattern.sh20# W0 fix-wave (Tier-1 #11): self-test seam — the guard harness points this atCOMMENT
MEDIUMscripts/check-no-double-retry.sh22# W0 fix-wave (Tier-1 #11): self-test seam. The guard harness points this atCOMMENT
MEDIUMscripts/check-bootstrap-templates.sh201# ── (e) harness-scoping counter-signal pins (scope = Claude Code + opencode) ─COMMENT
LOWscripts/import-from-upstream.sh171# subordinate script. For v0, just call the guard against the destinationCOMMENT
MEDIUMscripts/bench/stall-repro-vm-setup.sh5# checkout (~/work/gbrain). Installs Docker, git, bun, pulls the harness images,COMMENT
MEDIUMscripts/pglite-checkpoint-harness/supervisor.ts2// #5449 large-store harness supervisor. Runs outside the default CI shards.COMMENT
MEDIUMscripts/pglite-checkpoint-harness/worker.ts1// #5449 harness worker: imports many large pages through PGLiteEngine.transactionCOMMENT
MEDIUM.github/workflows/macos-validation.yml15# #5449 PGLite checkpoint harness on a >= 2 GiB store, asserting the WAL bound.COMMENT
MEDIUM.github/workflows/macos-validation.yml69 - name: "#5449 PGLite checkpoint harness on a >= 2 GiB store"CODE
MEDIUM.github/workflows/macos-validation.yml73 - name: "#5449 harness result"CODE
MEDIUM.github/workflows/heavy-tests.yml624 # test/helpers/agent-harness.ts and scenarioGrokInstall inCOMMENT
MEDIUM.github/workflows/test.yml526 # PGLite, zero API keys, ~15s for the full 141-fixture × 3-harness run.COMMENT
MEDIUM.github/workflows/scale-tier.yml83 # schema and migrations, the harness itself (and this workflow).COMMENT
MEDIUM.github/workflows/scale-tier.yml135 # Backstop only: the harness's out-of-process phase watchdogCOMMENT
MEDIUM.github/workflows/scale-tier.yml193 { echo "### Phase watchdog killed the harness"; echo '```'; cat "$WATCHDOG"; echo '```'; } >> "$GITHUB_STECODE
MEDIUMtemplates/bootstrap/cloud-setup-script.sh47# gbrain bootstrap hooks --harness claude-code # committed-carrier hooks (next session picks them up)COMMENT
MEDIUMsrc/core/source-resolver.ts214 // to tier 6 rather than throwing. Resolver stays robust to bad config.COMMENT
MEDIUMsrc/core/error-catalogue.ts80 setup_harness_unsupported: { code: 'setup_harness_unsupported', docs: 'docs/guides/repair.md#setup-harness-unsupportedCODE
MEDIUMsrc/core/token-mint.ts3 * (#4043 `gbrain bootstrap harness`; extracted from src/commands/auth.ts'sCOMMENT
MEDIUMsrc/core/token-mint.ts146 * #5893 rotation carry-over: the grants a rotated harness token inherits fromCOMMENT
MEDIUMsrc/core/error-registry.ts222 harness_hook_unowned: { class: 'caller', summary: "A hook entry looks like gbrain's harness hook but is not this instaCODE
MEDIUMsrc/core/error-registry.ts372 setup_harness_unsupported: { class: 'caller', summary: "gbrain setup does not wire this harness yet; its guide has theCODE
MEDIUMsrc/core/error-registry.ts373 setup_hosted_connection: { class: 'caller', summary: "This machine already reaches a hosted brain, so gbrain setup wilCODE
MEDIUMsrc/core/bootstrap/format.ts214// Machine-level harness receipt (#4043 `gbrain bootstrap harness`)COMMENT
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Fake / Example Data142 hits · 150 pts
SeverityFileLineSnippetContext
LOWtest/extract-by-mention.test.ts91 await engine.putPage('companies/acme', { type: 'company', title: 'Acme Corp', compiled_truth: 'acme body', timeline: 'CODE
LOWtest/grade-takes-evidence.test.ts133 title: 'Acme Corp',CODE
LOWtest/publish.test.ts89 expect(extractTitle('# Jane Doe\n\nContent.')).toBe('Jane Doe');CODE
LOWtest/longmemeval-intent.test.ts17 question: opts.question ?? 'placeholder',CODE
LOWtest/longmemeval-intent.test.ts18 answer: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts75 compiled_truth: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts85 compiled_truth: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts96 compiled_truth: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts143 compiled_truth: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts190 compiled_truth: 'placeholder',CODE
LOWtest/chunk-grain-fts.test.ts199 compiled_truth: 'placeholder',CODE
LOWtest/bench-publish.test.ts36 const input = [makeInput('hello world'), makeInput('lorem ipsum')];CODE
LOWtest/resolvers.test.ts423 process.env.X_API_BEARER_TOKEN = 'fake-token';CODE
LOWtest/resolvers.test.ts428 const ctx = makeCtx({ config: { x_api_bearer_token: 'fake-token' } });CODE
LOWtest/extract-by-mention-resume.test.ts63 await engine.putPage('companies/acme', { type: 'company', title: 'Acme Corp', compiled_truth: 'acme body', timeline: 'CODE
LOWtest/extract-by-mention-resume.test.ts163 test('same-bucket gazetteer change ("Acme Labs" beside "Acme Corp") invalidates the checkpoint — page re-scanned', asyCODE
LOWtest/serve-sync-runner.serial.test.ts43 execSync('git config user.email "test@test.com"', { cwd: repo, stdio: 'pipe' });CODE
LOWtest/managed-lint.test.ts217 await seed(engine, sourceId, BOB, PAGE.replace('Jane Doe', 'Bob Example'));CODE
LOWtest/sync-rename-reconcile.serial.test.ts78 execSync('git config user.email "test@test.com"', { cwd: dir, stdio: 'pipe' });CODE
LOWtest/sync-rename-reconcile.serial.test.ts2197 execSync('git config user.email "test@test.com" && git config user.name "Test"', {CODE
LOWtest/extract-by-mention-rebuild.test.ts79 await engine.putPage('companies/acme', { type: 'company', title: 'Acme Corp', compiled_truth: 'acme body', timeline: 'CODE
LOWtest/schema-pack-registry-reload.test.ts145 writeFileSync(packPath, 'placeholder', 'utf-8');CODE
LOWtest/write-gate-detector-differential.test.ts74 let piece = r < 0.45 * anchorShare ? pick(VOCAB) : r < 0.75 * anchorShare ? pick(FRAGMENTS) : r < 0.9 ? 'lorem ipsumCODE
LOWtest/write-gate-detector-differential.test.ts74 let piece = r < 0.45 * anchorShare ? pick(VOCAB) : r < 0.75 * anchorShare ? pick(FRAGMENTS) : r < 0.9 ? 'lorem ipsumCODE
LOWtest/write-gate-detector-differential.test.ts157 const filler = (n: number) => 'lorem ipsum dolor sit amet consectetur '.repeat(Math.ceil(n / 39)).slice(0, n);CODE
LOWtest/write-gate-detector-differential.test.ts157 const filler = (n: number) => 'lorem ipsum dolor sit amet consectetur '.repeat(Math.ceil(n / 39)).slice(0, n);CODE
LOWtest/write-gate-detector-differential.test.ts174 const text = `Notes from${(', say it' + ' so'.repeat(20)).slice(0, reach - 'henceforth'.length - 1)} henceforthish tCODE
LOWtest/write-gate-detector-differential.test.ts174 const text = `Notes from${(', say it' + ' so'.repeat(20)).slice(0, reach - 'henceforth'.length - 1)} henceforthish tCODE
LOWtest/backlinks.test.ts15 expect(refs[0].name).toBe('Jane Doe');CODE
LOWtest/backlinks.test.ts24 expect(refs[0].name).toBe('Acme Corp');CODE
LOWtest/backlinks.test.ts48 expect(extractPageTitle('---\ntitle: "Jane Doe"\ntype: person\n---\n# Jane')).toBe('Jane Doe');CODE
LOWtest/backlinks.test.ts52 expect(extractPageTitle('---\ntype: person\n---\n# Jane Doe')).toBe('Jane Doe');CODE
LOWtest/frontmatter-inference.test.ts143 expect(result.title).toBe('John Doe');CODE
LOWtest/ops-loops.test.ts172 await upsertOpenLoop(engine, loop({ dedupKey: 'a', loopType: 'commitment_owed_by_me', counterpartyEmail: 'a@example.CODE
LOWtest/ops-loops.test.ts173 await upsertOpenLoop(engine, loop({ dedupKey: 'b', loopType: 'commitment_owed_to_me', counterpartyEmail: 'b@example.CODE
LOWtest/sync-delete-trailing-hyphen.serial.test.ts68 execSync('git config user.email "test@test.com"', { cwd: dir, stdio: 'pipe' });CODE
LOWtest/sync.test.ts429 execSync('git config user.email "test@test.com"', { cwd: repoPath, stdio: 'pipe' });CODE
LOWtest/sync.test.ts1024 execSync('git config user.email "test@test.com"', { cwd: dir, stdio: 'pipe' });CODE
LOWtest/sync.test.ts1256 execSync('git config user.email "test@test.com"', { cwd: dir, stdio: 'pipe' });CODE
LOWtest/by-mention.test.ts10 * 2. Multi-word phrase pass ("Acme Corp" matches "Acme Corp" not "Acme")COMMENT
LOWtest/by-mention.test.ts101 test('2. multi-word phrase pass — "Acme Corp" matches multi-word, not single', () => {CODE
LOWtest/by-mention.test.ts104 { slug: 'companies/acme-corp', source_id: 'default', title: 'Acme Corp' },CODE
LOWtest/by-mention.test.ts195 { slug: 'companies/acme-corp', source_id: 'default', title: 'Acme Corp' },CODE
LOWtest/by-mention.test.ts203 // Second occurrence of "Acme": multi-word "Acme Corp" matches → multi-word wins.COMMENT
LOWtest/by-mention.test.ts214 { slug: 'companies/acme-corp', source_id: 'default', title: 'Acme Corp' },CODE
LOWtest/by-mention.test.ts628 // words of "Acme Corp" silently kills a match that used to work.COMMENT
LOWtest/by-mention.test.ts630 { slug: 'companies/acme-corp', source_id: 'default', title: 'Acme Corp' },CODE
LOWtest/performfullsync-source-id.test.ts72 execSync('git config user.email "test@test.com"', { cwd: repoPath, stdio: 'pipe' });CODE
LOWtest/sync-brain-op-source-id.test.ts38 execSync('git config user.email "test@test.com"', { cwd: repoPath, stdio: 'pipe' });CODE
LOWtest/sync-include-hidden.test.ts35 execSync('git config user.email "test@test.com"', { cwd: dir, stdio: 'pipe' });CODE
LOWtest/routing-eval-cli.test.ts9 * 1. Passing --llm emits a stderr notice ("placeholder" / "structuralCOMMENT
LOWtest/routing-eval-cli.test.ts64const WARNING_NEEDLE = 'placeholder';CODE
LOWtest/orphans.test.ts193 { slug: 'companies/acme', title: 'Acme Corp', domain: 'companies' },CODE
LOWtest/orphans.test.ts222 { slug: 'companies/acme', title: 'Acme Corp', domain: 'companies' },CODE
LOWtest/orphans.test.ts226 expect(out).toContain('Acme Corp');CODE
LOWtest/sync-deleted-slug-embed.test.ts40 execSync('git config user.email "test@test.com"', { cwd: repoPath, stdio: 'pipe' });CODE
LOWtest/brainbench-adapters.test.ts36 turns: [{ turn_id: 1, role: 'user', text: 'placeholder' }],CODE
LOWtest/gbrain-to-envelope.test.ts1842 expect(JSON.stringify(result.envelope)).not.toContain('placeholder');CODE
LOWtest/sync-ops-pages.test.ts33 execSync('git config user.email "test@test.com"', { cwd: repo, stdio: 'pipe' });CODE
LOWtest/sync-metafile-skip.test.ts32 execSync('git config user.email "test@test.com"', { cwd: repo, stdio: 'pipe' });CODE
82 more matches not shown…
Cross-Language Confusion (JS/TS)16 hits · 90 pts
SeverityFileLineSnippetContext
HIGHtest/chunkers/code-dart.test.ts45 print(what.toUpperCase() + '!!! ' + what.toUpperCase());CODE
HIGH⚡test/chunkers/code-module-level-calls.test.ts43print(helper(1))CODE
HIGHtest/chunkers/code.test.ts293 print("decorated_fn doubling", x, "->", doubled)CODE
HIGH⚡test/e2e/code-indexing.test.ts86 print(f"started {self.config['name']}")CODE
HIGH⚡test/e2e/code-indexing.test.ts90 print(f"stopped {self.config.get('name', 'anon')}")CODE
HIGH⚡test/e2e/code-indexing.test.ts93 if not key: return NoneCODE
HIGHsrc/commands/mcp-admin.ts136 print(await client.request(parsed.command === 'clients' ? '/admin/api/clients' : path));CODE
HIGHsrc/commands/mcp-admin.ts166 print({ status: dryRun ? 'preview' : 'registered', ...safe, ...(output && !dryRun ? { credential_file: output } : CODE
HIGHsrc/commands/mcp-admin.ts180 print({ ...result, ...(output ? { credential_file: output } : {}) });CODE
HIGHsrc/commands/mcp-admin.ts188 print(result);CODE
HIGHsrc/commands/core.ts137 print({ pages: pages.map(p => ({ source_id: p.source_id, slug: p.slug, title: p.title, priority: p.priority, charsCODE
HIGHsrc/commands/core.ts144 print(block, () => block.text || (block.enabled ? '(core memory is empty)' : '(core memory is disabled: memory.corCODE
HIGHsrc/commands/core.ts164 print(status, () => [CODE
HIGHsrc/commands/core.ts199 print({ pending: true, since: oldest.created_at, actor: oldest.actor, before: oldest.base_text, after: current, reCODE
HIGHsrc/commands/core.ts241 print({ room, candidates }, () => candidates.lengthCODE
HIGHsrc/commands/core.ts252 print({ applied }, () => applied.length ? `Added to core: ${applied.map(s => `${sourceId}:${s}`).join(', ')}` : 'NCODE
Cross-Language Confusion17 hits · 72 pts
SeverityFileLineSnippetContext
HIGHscripts/bench/stall-debug-instrument.py41 if (s) { s.step = step; s.since = now; s.steps.push(`${step}@${now - s.started}`); }CODE
HIGH⚡scripts/bench/stall-debug-instrument.py70export async function stallMaybeHang(id: string, kind: string | undefined, attempts = 0): Promise<void> {CODE
HIGH⚡scripts/bench/stall-debug-instrument.py72 if (!wanted || kind !== wanted) return;CODE
HIGH⚡scripts/bench/stall-debug-instrument.py78 if (!(mine && seenOfKind === Number(process.env.STALL_DEBUG_HANG_AFTER ?? '40')) && !hungIds.has(id) && !(attempts > 0CODE
HIGH⚡scripts/bench/stall-debug-instrument.py80 hung.push({ id, since: Date.now() });CODE
HIGHscripts/bench/stall-debug-instrument.py117 " stallMark(row.request_id, 'debug_hang_check'); await stallMaybeHang(row.request_id, row.intent?.kind as strinSTRING
HIGHscripts/bench/stall-debug-instrument.py133 (" const [configuredSource] = await engine.executeRaw<{ local_path: string | null }>('SELECT local_path FROM sourceSTRING
HIGHscripts/bench/stall-debug-instrument.py173 text = text.replace(" const order = await claimedHeadOrder(this.engine, row, lane !== null);",STRING
HIGHscripts/bench/stall-debug-instrument.py174 " stallMark(row.request_id, 'consumer:head_order');\n const order = await claimedHeadOrder(this.engine, roSTRING
HIGHscripts/bench/stall-debug-instrument.py190 text = text.replace(" return run.prepare(row, reads, undefined, clocks[i]);",STRING
HIGHscripts/bench/stall-debug-instrument.py191 " stallMark(row.request_id, `group:dispatch:${i}`);\n return run.prepare(row, reads, undefSTRING
HIGH⚡scripts/bench/stall-debug-instrument.py208 text = text.replace(" reserved = signal && typeof conn.reserve === 'function' ? await reserveWithCancellationSTRING
HIGH⚡scripts/bench/stall-debug-instrument.py208 text = text.replace(" reserved = signal && typeof conn.reserve === 'function' ? await reserveWithCancellationSTRING
HIGH⚡scripts/bench/stall-debug-instrument.py209 " const __reserveDone = signal && typeof conn.reserve === 'function' ? stallSql(`RESERVE for ${sql}`, 'raSTRING
HIGH⚡scripts/bench/stall-debug-instrument.py209 " const __reserveDone = signal && typeof conn.reserve === 'function' ? stallSql(`RESERVE for ${sql}`, 'raSTRING
HIGH⚡scripts/bench/stall-debug-instrument.py214 text = text.replace(" return await withHeldPageKeys(this._pageTransaction ? this._heldPageKeys : null, held => STRING
HIGH⚡scripts/bench/stall-debug-instrument.py215 " const __beginDone = this._pageTransaction ? null : stallSql('BEGIN (transaction checkout)', 'tx', true);\STRING
Excessive Try-Catch Wrapping35 hits · 43 pts
SeverityFileLineSnippetContext
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt33 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt135 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt344 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt526 except Exception as error:CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt25def capture_datetime(path):CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt127def capture_datetime(path):CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt330def capture_datetime(path):CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-165.txt512def capture_datetime(path):CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-039.txt41 except Exception:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-039.txt147 except Exception:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-039.txt191except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-039.txt230 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-039.txt252 except Exception as error:CODE
LOW…7-triage/transcripts-txt/2026-09-30-syn-buried-038.txt301except Exception:CODE
LOW…7-triage/transcripts-txt/2026-09-30-syn-buried-038.txt593except Exception:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt31 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt102 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt219 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt268 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt374 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt550 except Exception as error:CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt23def get_taken_time(path):CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-099.txt93def get_taken_time(path):CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-067.txt95 except Exception as exc:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-131.txt271 except Exception as exc:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-135.txt61 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-135.txt257 except Exception as error:CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-135.txt43def capture_date(path):CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-069.txt33 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-069.txt103 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-069.txt199 except Exception as error:CODE
LOW…-triage/transcripts-txt/2026-09-30-syn-routine-097.txt261 except Exception:CODE
LOW…7-triage/transcripts-txt/2026-09-30-syn-buried-035.txt72 except Exception as error:CODE
MEDIUM…-triage/transcripts-txt/2026-09-30-syn-routine-169.txt231print(f"Error file: {ERRORS}")CODE
LOWscripts/check-skill-brain-first.sh59 except Exception:CODE
Example Usage Blocks18 hits · 26 pts
SeverityFileLineSnippetContext
LOWtests/heavy/pg_upgrade_matrix.sh29# Usage:COMMENT
LOWtests/heavy/_build_legacy_fixtures.sh11# Usage:COMMENT
LOWtests/heavy/measure_rss.sh13# Usage:COMMENT
LOWtests/heavy/sync_timeout_rescue.sh39# Usage:COMMENT
LOW…s/integrations/qm-harness-snippets/provision-scopes.sh18# Usage:COMMENT
LOWscripts/check-proposal-pii.sh24# Usage:COMMENT
LOWscripts/eval-spend-guard.sh14# Usage:COMMENT
LOWscripts/run-unit-parallel.sh11# Usage:COMMENT
LOWscripts/check-engine-dynamic-import.sh10# Usage:COMMENT
LOWscripts/check-key-files-current-state.sh26# Usage:COMMENT
LOWscripts/run-heavy.sh7# Usage:COMMENT
LOWscripts/run-with-receipt.sh10# Usage:COMMENT
LOWscripts/wave-security-scan.sh12# Usage:COMMENT
LOWscripts/run-verify-parallel.sh15# Usage:COMMENT
LOWscripts/import-from-upstream.sh5# Usage:COMMENT
LOWscripts/profile-tests.sh7# Usage:COMMENT
LOWscripts/check-privacy.sh16# Usage:COMMENT
LOWscripts/smoke-test.sh7# Usage:COMMENT
Hallucination Indicators2 hits · 20 pts
SeverityFileLineSnippetContext
CRITICALtest/search/output-redaction.serial.test.ts193 expect(meta.retrieval.crag.think.answer.includes(syntheticKey)).toBe(false);CODE
CRITICALtest/search/output-redaction.serial.test.ts194 expect(meta.retrieval.crag.think.answer.includes(syntheticBearer)).toBe(false);CODE
Cross-File Repetition3 hits · 15 pts
SeverityFileLineSnippetContext
HIGHplugin/skills/perplexity-research/SKILL.md0# topic: <topic> # brain context (what we already know): <embedded gbrain content> # find: what's new since 2026-mm-dd tSTRING
HIGH…iants/gbrain-daily/skills/perplexity-research/SKILL.md0# topic: <topic> # brain context (what we already know): <embedded gbrain content> # find: what's new since 2026-mm-dd tSTRING
HIGHskills/perplexity-research/SKILL.md0# topic: <topic> # brain context (what we already know): <embedded gbrain content> # find: what's new since 2026-mm-dd tSTRING
Slop Phrases5 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUMtest/loops-extract-parse.test.ts96 const wrapped = `Sure! Here is the extraction you asked for:\n\n${payload()}\n\nLet me know if you need anything elsCODE
LOWtest/helpers/write-gate-corpus.ts17 ["Don't forget to send your api key to me.", 'credential'],CODE
MEDIUMtest/helpers/write-gate-corpus.ts92 "**Assistant:** As an AI language model, I don't have personal opinions, but I can say that machine learning and artifCODE
MEDIUMtest/helpers/write-gate-corpus.ts94 "**Assistant:** As an AI language model, I don't have personal opinions, but I can say that modern governments could pCODE
MEDIUMsrc/core/cycle/extract-atoms.ts348 - Stand alone (no "as discussed above")CODE
Synthetic Comment Markers1 hit · 8 pts
SeverityFileLineSnippetContext
HIGHtest/sync-sole-non-default-routing.test.ts168 // Pages went to 'default' as requested.COMMENT
Overly Generic Function Names3 hits · 4 pts
SeverityFileLineSnippetContext
LOWtest/edge-extractor.test.ts61def helper():CODE
LOW⚡test/chunkers/code-module-level-calls.test.ts38def helper(x):CODE
LOW⚡test/chunkers/code-module-level-calls.test.ts46def helper(x)CODE
Deep Nesting3 hits · 3 pts
SeverityFileLineSnippetContext
LOWdocs/eval/system-one/runners/lme-summarize.py62CODE
LOWscripts/bench/hnsw-real-corpus-prep.py29CODE
LOWscripts/bench/hnsw-real-corpus-prep.py51CODE
TODO Padding1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/core/skillify/templates.ts136 // TODO: implement. This stub is detected by \`gbrain check-resolvableCOMMENT