AI Slop Code RIsk Monitor

elizaOS/eliza

Open source agentic operating system

8.5 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for elizaOS/eliza, a TypeScript project with 19,567 GitHub stars. SynthScan examined 6,403,238 lines of code across 24221 source files, recording 39398 pattern matches distributed across 28 syntactic categories. The legacy adjusted pattern signal is 8.5 (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.

8.5
Adjusted Signal
8.5
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
19.6K
Stars
TypeScript
Language
6.4M
Lines of Code
24.2K
Files
39.4K
Pattern Hits
2026-10-12
Scan Date
0.03
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 20.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 27856 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.2/100 · LOW

Are imports declared and package/API names verified? 3281 finding(s).

Agent Over-Engineering Ratio 28.9/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 31340 finding(s).

PR Review Velocity Impact 34.9/100 · MEDIUM

Which changes need focused human review? 39398 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 41HIGH 759MEDIUM 5708LOW 32890

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 39398 distinct pattern matches across 28 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.

Hyper-Verbose Identifiers23006 hits · 22347 pts
SeverityFileLineSnippetContext
LOWplugins/tsup.plugin-packages.shared.ts80function resolveRelativeRuntimeSpecifier(CODE
LOW…ins/plugin-google-workspace/src/credential-resolver.ts576function isConnectorAccountStorageLike(value: unknown): value is ConnectorAccountStorage {CODE
LOW…ins/plugin-google-workspace/src/credential-resolver.ts587function isConnectorCredentialRefStorageLike(CODE
LOW…ins/plugin-google-workspace/src/credential-resolver.ts738function credentialVersionFromRecord(record: ConnectorCredentialRefRecord): string | undefined {CODE
LOW…ins/plugin-google-workspace/src/credential-resolver.ts762function credentialVersionsFromAccount(account: ConnectorAccount): string[] {CODE
LOW…/plugin-google-workspace/src/oauth-credential-merge.ts149function mergeCredentialObjectInner(CODE
LOWplugins/plugin-google-workspace/src/gmail.ts75function createGmailPaginationState(): GmailPaginationState {CODE
LOWplugins/plugin-google-workspace/src/gmail.ts939function mapGmailHistoryMessageRef(CODE
LOWplugins/plugin-google-workspace/src/gmail.ts987function receivedAtFromGmailMessage(CODE
LOWplugins/plugin-google-workspace/src/gmail.ts1610export function compareUnrespondedThreads(CODE
LOWplugins/plugin-google-workspace/src/gmail.ts1791function requireLabelIdsForOperation(CODE
LOWplugins/plugin-google-workspace/src/gmail.ts1892function extractGoogleGmailBodyByMime(CODE
LOWplugins/plugin-google-workspace/src/calendar.ts818function readAttendeeResponseStatus(CODE
LOWplugins/plugin-google-workspace/src/calendar.ts953function createCalendarPaginationState(): CalendarPaginationState {CODE
LOWplugins/plugin-google-workspace/src/calendar.ts1112function calendarCreateIdempotency(CODE
LOWplugins/plugin-google-workspace/src/calendar.ts1127function conditionalRequestOptions(CODE
LOWplugins/plugin-google-workspace/src/calendar.ts1172function isDefinitiveClientRejection(error: unknown): boolean {CODE
LOWplugins/plugin-google-workspace/src/calendar.ts1219function throwDefinitiveMutationError(CODE
LOW…google-workspace/src/connector-credential-refs.test.ts105function createDurableStoreService(vaultEntries: Map<string, string>) {CODE
LOW…google-workspace/src/connector-credential-refs.test.ts127function createDurableVaultService(vaultEntries: Map<string, string>) {CODE
LOW…google-workspace/src/connector-credential-refs.test.ts147function createVolatileSecretsService() {CODE
LOW…s/plugin-google-workspace/src/google-oauth-callback.ts88export function isPortlessLoopbackRedirectUrl(url: URL): boolean {CODE
LOW…s/plugin-google-workspace/src/google-oauth-callback.ts98export function assessGoogleOAuthCallbackConfig(CODE
LOW…s/plugin-google-workspace/src/google-oauth-callback.ts233export function resolveGoogleConnectorOAuthCallbackUrl(CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts101export async function persistConnectorCredentialRefs(CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts185export function credentialRefRecordsFromMetadata(CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts199function credentialRefsFromUnknown(value: unknown): ConnectorCredentialRefRecordLike[] {CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts307function resolveCredentialRefWriters(CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts367async function writeWithFirstAvailableVault(CODE
LOW…ugin-google-workspace/src/connector-credential-refs.ts401export function buildConnectorCredentialVaultRef(params: {CODE
LOW…ins/plugin-google-workspace/src/gmail-content-cache.ts318export function buildGmailContentPublication(args: {CODE
LOW…ins/plugin-google-workspace/src/gmail-content-cache.ts615export async function cleanupExpiredGmailContent(args: {CODE
LOW…ins/plugin-google-workspace/src/gmail-content-cache.ts656export function requireGmailContentAuthorization(request: {CODE
LOWplugins/plugin-google-workspace/src/meet.ts56function createMeetPaginationState(): MeetPaginationState {CODE
LOWplugins/plugin-google-workspace/src/meet.ts521function normalizeConferenceRecordName(params: GoogleMeetGenerateReportInput): string {CODE
LOWplugins/plugin-google-workspace/src/meet.ts580export function buildGoogleMeetCanonicalArtifact(CODE
LOWplugins/plugin-google-workspace/src/meet.ts678export function classifyGoogleMeetImportError(error: unknown): GoogleMeetMissingArtifact | null {CODE
LOWplugins/plugin-google-workspace/src/meet.ts862function canonicalMissingArtifacts(input: GoogleMeetCanonicalArtifactInput) {CODE
LOWplugins/plugin-google-workspace/src/meet.ts989function participantNameProvenance(CODE
LOWplugins/plugin-google-workspace/src/gmail-mime-parts.ts186function extractGmailMimeBodyInner(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts96function isGoogleCalendarWatchRevocationService(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts121export function stableGoogleConnectorAccountId(subject: string, role: GoogleConnectorRole): string {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts173async function removeCredentialIfPresent(runtime: IAgentRuntime, vaultRef: string): Promise<void> {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts186async function clearGoogleAccountCredentials(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts227async function degradeGoogleAccountsAfterRevocation(args: {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts281async function compensateOAuthCompletion(args: {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts453function revocationTokenFromSecret(secret: string): string {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts482export async function revokeGoogleOAuthGrantWithFetch(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts583function normalizeRequestedCapabilities(scopes: readonly string[] | undefined): GoogleCapability[] {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts633function normalizeGrantedCapabilities(scopes: readonly string[]): {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts716function requestedScopesFromMetadata(metadata: unknown): string[] {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts825export async function verifyGoogleIdTokenWithVerifier(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts913export async function fetchGoogleUserInfoWithFetch(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts938export async function exchangeAuthorizationCodeWithFetch(CODE
LOW…gin-google-workspace/src/connector-account-provider.ts979async function exchangeAuthorizationCode(args: {CODE
LOW…gin-google-workspace/src/connector-account-provider.ts995export function createGoogleConnectorAccountProvider(CODE
LOW…plugin-google-workspace/src/gmail-message-connector.ts93async function accountIsAuthorizedForGmailSend(CODE
LOW…plugin-google-workspace/src/gmail-message-connector.ts194async function resolveLegacyRecipientEmail(CODE
LOW…plugin-google-workspace/src/gmail-message-connector.ts540export function createGmailMessageConnector(_runtime: IAgentRuntime): MessageConnectorRegistration {CODE
LOW…plugin-google-workspace/src/lifeops-message-adapter.ts273function isGoogleGmailAdapterService(service: object): service is GoogleGmailAdapterService {CODE
22946 more matches not shown…
Decorative Section Separators4748 hits · 15332 pts
SeverityFileLineSnippetContext
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3267// ── Settings card prop contracts ─────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3280// ── Occurrence action results ────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3284// ── Sleep history / regularity / baseline responses ──────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3345// ── Message channels ─────────────────────────────────────────────────────────COMMENT
MEDIUM⚡plugins/plugin-health/src/contracts/lifeops.ts3357// ── Follow-up statuses ───────────────────────────────────────────────────────COMMENT
MEDIUM⚡plugins/plugin-health/src/contracts/lifeops.ts3365// ── X feed types ─────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡plugins/plugin-health/src/contracts/lifeops.ts3375// ── Relationship ─────────────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3417// ── Cross-channel drafting ──────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3429// ── X read ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3467// ── Screen time ──────────────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3660// ── iMessage connector ───────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-health/src/contracts/lifeops.ts3721// ── Knowledge-graph: Entity + Relationship (W1-E) ──────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt60 // ── Camera enumeration ────────────────────────────────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt82 // ── Open session ──────────────────────────────────────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt178 // ── Capture ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt214 // ── Close ─────────────────────────────────────────────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt226 // ── Background thread ─────────────────────────────────────────────────────COMMENT
MEDIUM…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt240 // ── Helpers ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt49 // ── Component lifecycle — onTrimMemory → MemoryArbiter pressure ───────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt88 // ── MediaProjection ───────────────────────────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt153 // ── AccessibilityService ──────────────────────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt235 // ── UsageStats / app enumeration ──────────────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt255 // ── Memory pressure (one-shot snapshot) ───────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt295 // ── Camera (MobileCameraSource implementation) ────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt350 // ── Probe ────────────────────────────────────────────────────────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt371 // ── AOSP privileged path skeleton (consumer build — disabled) ─────────────COMMENT
MEDIUM…/main/java/ai/elizaos/computeruse/ComputerUsePlugin.kt376 // ── Helpers ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…in/java/ai/elizaos/computeruse/AospPrivilegedBridge.kt61// ── Consumer-flavor unavailable implementation ────────────────────────────────COMMENT
MEDIUM…in/java/ai/elizaos/computeruse/ScreenCaptureService.kt78 // ── Service lifecycle ─────────────────────────────────────────────────────COMMENT
MEDIUM…in/java/ai/elizaos/computeruse/ScreenCaptureService.kt116 // ── Capture pipeline ──────────────────────────────────────────────────────COMMENT
MEDIUM…in/java/ai/elizaos/computeruse/ScreenCaptureService.kt207 // ── Notification (required for foreground service) ────────────────────────COMMENT
MEDIUM…va/ai/elizaos/computeruse/ElizaAccessibilityService.kt41 // ── Lifecycle ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…va/ai/elizaos/computeruse/ElizaAccessibilityService.kt72 // ── Accessibility tree snapshot ───────────────────────────────────────────COMMENT
MEDIUM…va/ai/elizaos/computeruse/ElizaAccessibilityService.kt126 // ── Gesture dispatch ──────────────────────────────────────────────────────COMMENT
MEDIUM…va/ai/elizaos/computeruse/ElizaAccessibilityService.kt205 // ── Global actions ────────────────────────────────────────────────────────COMMENT
MEDIUM…native-inference/src/mobile-device-bridge-bootstrap.ts1475// ── Bionic-host GPU delegation (abstract-namespace UDS) ────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/shared/fs-shim.ts609 // ── Synchronous API ──────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/shared/fs-shim.ts724 // ── Callback (async) API ───────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/shared/fs-shim.ts821 // ── fs.promises (promise-based API) ─────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/model-grind.ts195 // ── 1. Text LLM (load + generate, MTP if available) ─────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/model-grind.ts285 // ── 2. TTS (synthesize; RTF) ────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/model-grind.ts313 // ── 3. ASR round-trip (TTS → ASR; WER) ──────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts541 // ── Mobile filesystem sandbox ────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts879 // ── Canonical path: in-process dispatchRoute (no loopback hop) ──────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts1115// ── Query-param helpers (mirror @elizaos/core parsePositiveInteger) ─────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts1131// ── Memory Viewer routes (mirror packages/agent/src/api/memory-routes.ts) ─────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts1512// ── Transcript routes (mirror plugin-local-inference TranscriptStore) ─────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts1800// ── Browser workspace routes (mirror the WebView kernel's web workspace) ──────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts4498 // ── Memory Viewer ──────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts4510 // ── Transcripts ────────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/ios/bridge.ts4525 // ── Browser workspace (the app is the browser on iOS) ──────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts39// ── Step 1: set Android env vars before any elizaOS module import ──────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts58// ── Step 2: install the mobile fs sandbox shim ────────────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts113// ── Resolve canonical paths and install mobile fs sandbox ─────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts212// ── Step 3: abstract-namespace AF_UNIX request server ──────────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts229// ── Step 4: boot the runtime + serve over the abstract UDS ─────────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts384 // ── Step 4: wire inference delegation if device-bridge enabled ────────────COMMENT
MEDIUMplugins/plugin-native-inference/src/android/bridge.ts422 // ── Serve WebView requests over the abstract UDS ──────────────────────────COMMENT
MEDIUMplugins/plugin-computeruse/src/types.ts15// ── Desktop Actions ───────────────────────────────────────────────────────COMMENT
MEDIUMplugins/plugin-computeruse/src/types.ts86// ── Browser Actions ───────────────────────────────────────────────────────COMMENT
4688 more matches not shown…
Unused Imports2856 hits · 2667 pts
SeverityFileLineSnippetContext
LOW…e/native/silero-vad-cpp/test/silero_vad_parity_test.py23CODE
LOW…e/native/silero-vad-cpp/test/silero_vad_parity_test.py27CODE
LOW…e/native/silero-vad-cpp/test/silero_vad_parity_test.py28CODE
LOW…/plugin-local-inference/native/verify/mmproj_verify.py26CODE
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py40CODE
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py44CODE
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py45CODE
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py207CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py27CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py30CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py31CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py32CODE
LOW…ugins/plugin-vision/native/yolo.cpp/verify/make_ref.py12CODE
LOWpackages/training/tests/test_release_gates.py10CODE
LOWpackages/training/tests/test_apollo_default.py37CODE
LOWpackages/training/tests/rl/test_continuous_rl.py3CODE
LOWpackages/training/tests/rl/test_local_models.py1CODE
LOWpackages/training/tests/rl/test_tinker_client.py1CODE
LOWpackages/training/tests/rl/test_tinker_client.py9CODE
LOWpackages/training/tests/rl/test_local_inference.py1CODE
LOW…s/training/tests/rl/test_atropos_trainer_extensions.py3CODE
LOWpackages/training/scripts/verify_optimization_stack.py31CODE
LOW…ckages/training/scripts/synthesize_reasoning_round3.py19CODE
LOWpackages/training/scripts/check_smoke_summary.py9CODE
LOWpackages/training/scripts/synthesize_routing.py32CODE
LOWpackages/training/scripts/test_tier_caps.py9CODE
LOW…ining/scripts/test_publish_eliza1_dataset_candidate.py1CODE
LOW…ages/training/scripts/transform_strip_think_in_text.py8CODE
LOWpackages/training/scripts/append_voice_model_version.py53CODE
LOWpackages/training/scripts/emit_eliza1_catalog.py57CODE
LOWpackages/training/scripts/translate_corpus.py23CODE
LOW…/training/scripts/synthesize_should_respond_routing.py38CODE
LOWpackages/training/scripts/test_inagent_eliza_tiers.py3CODE
LOW…ges/training/scripts/transform_casual_reply_shorten.py14CODE
LOWpackages/training/scripts/validate_corpus.py68CODE
LOWpackages/training/scripts/build_eliza1_fullcorpus.py24CODE
LOW…raining/scripts/transform_drop_empty_memory_entries.py13CODE
LOWpackages/training/scripts/test_default_thought_leak.py1CODE
LOW…s/training/scripts/test_format_for_training_privacy.py20CODE
LOWpackages/training/scripts/analyze_corpus.py27CODE
LOWpackages/training/scripts/validate_eliza_schema.py44CODE
LOWpackages/training/scripts/transform_cap_distribution.py29CODE
LOWpackages/training/scripts/audit_eliza_coverage.py23CODE
LOWpackages/training/scripts/_creds.py24CODE
LOW…kages/training/scripts/synthesize_messaging_actions.py24CODE
LOW…s/training/scripts/publish_eliza1_dataset_candidate.py19CODE
LOWpackages/training/scripts/build_prompts.py9CODE
LOW…ckages/training/scripts/synthesize_reasoning_round2.py19CODE
LOWpackages/training/scripts/test_eliza_record.py9CODE
LOWpackages/training/scripts/benchmark_vs_cerebras.py35CODE
LOW…ages/training/scripts/synthesize_multiparty_routing.py39CODE
LOWpackages/training/scripts/scan_trivial_thoughts.py20CODE
LOWpackages/training/scripts/synthesize_action_pairs.py28CODE
LOWpackages/training/scripts/cerebras_client.py29CODE
LOW…/training/scripts/test_train_nebius_smoke_all_tiers.py24CODE
LOWpackages/training/scripts/build_ngram_report.py8CODE
LOW…kages/training/scripts/synthesize_evaluator_prompts.py43CODE
LOWpackages/training/scripts/caveman_compress.py25CODE
LOWpackages/training/scripts/to_together_format.py42CODE
LOWpackages/training/scripts/build_eliza1_smoke_corpus.py10CODE
2796 more matches not shown…
Excessive Try-Catch Wrapping2410 hits · 2624 pts
SeverityFileLineSnippetContext
LOW⚡…gins/plugin-computeruse/src/platform/wayland-portal.ts107 except Exception:CODE
LOW⚡plugins/plugin-computeruse/src/platform/a11y.ts198except Exception as e:CODE
LOW…ugins/plugin-computeruse/src/sandbox/docker-backend.ts221 except Exception as e:CODE
LOWplugins/plugin-computeruse/src/scene/a11y-provider.ts173except Exception:CODE
LOW⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts193 except Exception:CODE
LOW⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts203 except Exception: passCODE
LOW⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts204 except Exception:CODE
LOW⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts212 except Exception:CODE
LOW⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts215except Exception as e:CODE
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py208 except Exception:CODE
LOWplugins/plugin-vision/src/ocr-service-paddleocr.ts76except Exception as e:CODE
LOWplugins/plugin-vision/src/ocr-service-paddleocr.ts88except Exception as e:CODE
LOW⚡plugins/plugin-vision/src/ocr-service-paddleocr.ts104 except Exception:CODE
LOW⚡plugins/plugin-vision/src/ocr-service-paddleocr.ts106except Exception as e:CODE
LOWpackages/training/scripts/synthesize_routing.py120 except Exception as e: # noqa: BLE001CODE
LOWpackages/training/scripts/synthesize_routing.py130 except Exception as e: # noqa: BLE001CODE
LOWpackages/training/scripts/translate_corpus.py196 except Exception as exc: # argos sometimes throws on weird inputsCODE
LOWpackages/training/scripts/translate_corpus.py662 except Exception as exc:CODE
LOWpackages/training/scripts/validate_corpus.py185 except Exception as e: # noqa: BLE001CODE
LOWpackages/training/scripts/validate_corpus.py239 except Exception:CODE
LOWpackages/training/scripts/synthesize_action_pairs.py1949 except Exception: # noqa: BLE001CODE
LOWpackages/training/scripts/caveman_compress.py967 except Exception as e:CODE
LOWpackages/training/scripts/normalize.py216 except Exception as e: # noqa: BLE001CODE
LOWpackages/training/scripts/sync_catalog_from_hf.py143 except Exception as exc:CODE
LOWpackages/training/scripts/train_vast.sh1161except Exception:CODE
LOWpackages/training/scripts/train_vast.sh1181except Exception as e:CODE
LOWpackages/training/scripts/train_vast.sh1197 except Exception:CODE
LOWpackages/training/scripts/build_actions_catalog.py593 except Exception: # noqa: BLE001CODE
LOWpackages/training/scripts/build_actions_catalog.py825 except Exception as exc: # noqa: BLE001CODE
LOWpackages/training/scripts/build_actions_catalog.py839 except Exception: # noqa: BLE001CODE
LOWpackages/training/scripts/preflight.sh237 except Exception as e: # missing keys, type errorsCODE
LOWpackages/training/scripts/convert_openclaw_to_eliza.py351 except Exception as exc:CODE
LOWpackages/training/scripts/format_for_training.py64except Exception as exc: # pragma: no cover - safety net for unexpected errorsCODE
LOWpackages/training/scripts/convert_xlam_to_eliza.py164 except Exception as exc:CODE
LOWpackages/training/scripts/convert_xlam_to_eliza.py190 except Exception as exc:CODE
LOWpackages/training/scripts/download_datasets.py191 except Exception as e: # noqa: BLE001 — surface every failureCODE
LOWpackages/training/scripts/download_datasets.py287 except Exception as e: # noqa: BLE001CODE
LOWpackages/training/scripts/synthesize_targets.py274 except Exception as e: # noqa: BLE001STRING
LOWpackages/training/scripts/synthesize_targets.py313 except Exception as e: # noqa: BLE001STRING
LOW…training/scripts/sample_native_trajectory_alignment.py46except Exception: # pragma: no cover - exercised only in slim envs.CODE
LOW…training/scripts/sample_native_trajectory_alignment.py377 except Exception as exc: # noqa: BLE001 - keep audit moving.CODE
LOW…training/scripts/sample_native_trajectory_alignment.py470 except Exception:CODE
LOW…training/scripts/sample_native_trajectory_alignment.py1019 except Exception as exc: # noqa: BLE001CODE
LOW…training/scripts/sample_native_trajectory_alignment.py1613 except Exception:CODE
LOWpackages/training/scripts/run_pipeline.py150 except Exception:CODE
LOWpackages/training/scripts/run_pipeline.py711 except Exception as e: # noqa: BLE001 — record gate failures, never blockCODE
MEDIUMpackages/training/scripts/run_pipeline.py146def _cuda_available() -> bool:CODE
LOWpackages/training/scripts/convert_hermes_to_eliza.py305 except Exception:CODE
LOWpackages/training/scripts/convert_hermes_to_eliza.py359 except Exception as exc:CODE
LOWpackages/training/scripts/convert_hermes_to_eliza.py394 except Exception as exc:CODE
LOWpackages/training/scripts/day0_smoke.sh210 except Exception as e:CODE
LOWpackages/training/scripts/collect_trajectories.py323 except Exception:CODE
LOWpackages/training/scripts/smoke_full_stack.sh114 except Exception as e:CODE
LOWpackages/training/scripts/smoke_full_stack.sh325except Exception as e:CODE
LOWpackages/training/scripts/smoke_full_stack.sh548 except Exception:CODE
LOW⚡…s/training/scripts/analyze_hermes_openclaw_datasets.py198 except Exception as exc:CODE
LOWpackages/training/scripts/build_eliza1_sft_2b.py274 except Exception as exc: # noqa: BLE001 - augmentation is best-effortCODE
LOWpackages/training/scripts/build_eliza1_sft_2b.py333 except Exception as exc: # noqa: BLE001CODE
LOWpackages/training/scripts/build_eliza1_sft_2b.py515 except Exception as exc: # noqa: BLE001 - augmentation is best-effortCODE
LOWpackages/training/scripts/build_eliza1_sft_2b.py631 except Exception as exc: # noqa: BLE001 - augmentation is best-effortCODE
2350 more matches not shown…
Empty Error Handlers285 hits · 1425 pts
SeverityFileLineSnippetContext
HIGHpackages/training/scripts/translate_corpus.py407except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/translate_corpus.py418except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/validate_corpus.py239except Exception:CODE
HIGHpackages/training/scripts/synthesize_action_pairs.py1949except Exception: # noqa: BLE001CODE
HIGH…/training/scripts/test_train_nebius_smoke_all_tiers.py336except OSError:CODE
HIGHpackages/training/scripts/to_together_format.py267except FileNotFoundError:CODE
HIGHpackages/training/scripts/to_together_format.py473except FileNotFoundError:CODE
HIGHpackages/training/scripts/normalize.py105except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/normalize.py92except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/convert_openclaw_to_eliza.py141except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/convert_openclaw_to_eliza.py300except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/convert_openclaw_to_eliza.py284except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/convert_xlam_to_eliza.py82except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/download_datasets.py142except OSError:CODE
HIGHpackages/training/scripts/download_datasets.py78except OSError:CODE
HIGHpackages/training/scripts/convert_hermes_to_eliza.py305except Exception:CODE
HIGHpackages/training/scripts/convert_hermes_to_eliza.py151except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/convert_hermes_to_eliza.py192except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/trajectories_to_sft.py80except json.JSONDecodeError:CODE
HIGH…s/training/scripts/bootstrap_native_to_eliza_native.py68except json.JSONDecodeError:CODE
HIGH…s/training/scripts/prepare_native_tool_calling_data.py501except OSError:CODE
HIGH…/training/scripts/prepare_eliza1_trajectory_dataset.py273except json.JSONDecodeError:CODE
HIGH…/training/scripts/prepare_eliza1_trajectory_dataset.py362except json.JSONDecodeError:CODE
HIGH…training/scripts/validate_eliza1_trajectory_dataset.py140except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/verify_inagent_eliza.py194except json.JSONDecodeError:CODE
HIGH…aining/scripts/turn_detector/finetune_turn_detector.py1238except FileNotFoundError:CODE
HIGHpackages/training/scripts/training/instrumentation.py195except ProcessLookupError:CODE
HIGH…aining/scripts/manifest/stage_eliza1_source_weights.py318except OSError:CODE
HIGH…s/training/scripts/manifest/audit_hf_eliza1_release.py281except Exception:CODE
HIGH…kages/training/scripts/manifest/stage_kokoro_assets.py97except OSError:CODE
HIGH…ation/fused_turboquant_vendored/vllm_plugin/backend.py44except ImportError:CODE
HIGH…tion/fused_turboquant_vendored/vllm_plugin/metadata.py42except ImportError:CODE
HIGH…used_turboquant_vendored/vllm_plugin/attention_impl.py36except ImportError:CODE
HIGH…zation/fused_turboquant_vendored/vllm_plugin/plugin.py53except ImportError:CODE
HIGH…zation/fused_turboquant_vendored/vllm_plugin/plugin.py59except ImportError:CODE
HIGHpackages/training/scripts/harness/run.py534except asyncio.CancelledError:CODE
HIGHpackages/training/scripts/publish/context.py196except FileNotFoundError:CODE
HIGHpackages/training/scripts/asr/finetune_asr.py883except Exception:CODE
HIGHpackages/training/scripts/lib/groq_thoughts.py202except (KeyError, IndexError):CODE
HIGHpackages/training/scripts/lib/adapters/tools.py243except (json.JSONDecodeError, TypeError):CODE
HIGHpackages/training/scripts/lib/adapters/common.py234except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/common.py933except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/workflows.py66except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/workflows.py214except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/trajectories.py591except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/trajectories.py596except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/lib/adapters/trajectories.py224except (json.JSONDecodeError, ValueError):CODE
HIGHpackages/training/scripts/lib/adapters/trajectories.py243except (json.JSONDecodeError, ValueError):CODE
HIGHpackages/training/scripts/inference/serve_vllm.py168except Exception: # noqa: BLE001CODE
HIGHpackages/training/scripts/inference/entropix_sampler.py98except ImportError:CODE
HIGH…ckages/training/scripts/eval/native_tool_call_bench.py702except Exception: # noqa: BLE001CODE
HIGHpackages/training/scripts/eval/eliza1_eval_suite.py1833except Exception: # noqa: BLE001CODE
HIGHpackages/training/scripts/eval/eliza1_eval_suite.py497except Exception: # noqa: BLE001 - rss tracking is best-effortCODE
HIGHpackages/training/scripts/eval/eliza1_eval_suite.py706except OSError:CODE
HIGHpackages/training/scripts/eval/eliza1_eval_suite.py1109except Exception: # noqa: BLE001CODE
HIGHpackages/training/scripts/eval/eliza1_eval_suite.py1431except json.JSONDecodeError:CODE
HIGHpackages/training/scripts/kokoro/prep_merged_corpus.py111except ImportError:CODE
HIGHpackages/training/scripts/kokoro/prep_merged_corpus.py106except Exception: # noqa: BLE001CODE
HIGHpackages/training/scripts/rl/diagnose_learning.py351except Exception:CODE
HIGHpackages/training/scripts/rl/team_rl.py578except json.JSONDecodeError:CODE
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Over-Commented Block1407 hits · 1282 pts
SeverityFileLineSnippetContext
LOW.gitleaks.toml301]COMMENT
LOWplugins/plugin-google-workspace/src/gmail.ts1121const MAX_ADDRESSES_PER_HEADER = 2_048;COMMENT
LOW…ugins/plugin-health/src/health-bridge/health-bridge.ts721 endNs > startNsCOMMENT
LOW…/Sources/NetworkPolicyPlugin/NetworkPolicyPlugin.swift1import FoundationCOMMENT
LOW…ge/src/components/documents/KnowledgeDocumentsView.tsx1081 const visibleSearchResults = searchResults ?? [];COMMENT
LOW…/src/main/java/ai/elizaos/computeruse/Camera2Source.kt1// Device behavior scope: checklist in ANDROID_CONSTRAINTS.md.COMMENT
LOW…in/java/ai/elizaos/computeruse/AospPrivilegedBridge.kt1// Device behavior scope: checklist in ANDROID_CONSTRAINTS.md.COMMENT
LOW…in/java/ai/elizaos/computeruse/AospPrivilegedBridge.kt61// ── Consumer-flavor unavailable implementation ────────────────────────────────COMMENT
LOW…c/main/java/ai/elizaos/computeruse/UsageStatsHelper.kt1// Device behavior scope: checklist in ANDROID_CONSTRAINTS.md.COMMENT
LOW…in/java/ai/elizaos/computeruse/ScreenCaptureService.kt1// Device behavior scope: checklist in ANDROID_CONSTRAINTS.md.COMMENT
LOW…va/ai/elizaos/computeruse/ElizaAccessibilityService.kt1// Device behavior scope: checklist in ANDROID_CONSTRAINTS.md.COMMENT
LOW…native-inference/src/mobile-device-bridge-bootstrap.ts1481// [int32 BE length][UTF-8 JSON] each direction.COMMENT
LOW…native-inference/src/mobile-device-bridge-bootstrap.ts1801 return {COMMENT
LOW…native-inference/src/mobile-device-bridge-bootstrap.ts1941 await mobileDeviceBridge.loadModel(loadArgs);COMMENT
LOW…native-inference/src/mobile-device-bridge-bootstrap.ts2541 logger.debug("[mobile-device-bridge] Handlers already registered");COMMENT
LOW…s/plugin-native-inference/src/model-catalog/catalog.ts621 // Draft window = 1 (single speculative token). The bionic/desktop FFICOMMENT
LOWplugins/plugin-native-inference/src/ios/bridge.ts4341 pendingRestart: false,COMMENT
LOWplugins/plugin-native-inference/src/android/bridge.ts221// agent BINDS the socket; ElizaAgentService connects as a client per request.COMMENT
LOW…-native-inference/src/model-gpu/profiles/rtx-5090.yaml1# RTX 5090 — Blackwell, 32 GiB GDDR7, sm_120, ~1792 GB/s, FP8 + FP4.COMMENT
LOW…ns/plugin-computeruse/ci-templates/cua-parity-real.yml1# cua-parity-real.yml — 3-OS real-driver lane for the cua-parity input verbs.COMMENT
LOWplugins/plugin-computeruse/src/platform/permissions.ts21COMMENT
LOWplugins/plugin-computeruse/src/platform/windows-list.ts41 // floor #10100 had applied at each call site; reapplying it once here restoresCOMMENT
LOW…ference/native/silero-vad-cpp/src/silero_vad_runtime.c41COMMENT
LOW…n-local-inference/native/turboquant-cpu/CMakeLists.txt41target_include_directories(turboquant PUBLIC include)COMMENT
LOW…inference/native/turboquant-cpu/src/tbq_cpu_features.h21# include <intrin.h>COMMENT
LOW…inference/native/turboquant-cpu/src/tbq_cpu_features.h41# include <sys/hwprobe.h>COMMENT
LOW…in-local-inference/native/eliza-generic-llama/shim.cpp1// eliza-generic-llama shim (#8808 C3)COMMENT
LOW…in-local-inference/native/verify/nebius_h200_runner.sh1#!/usr/bin/env bashCOMMENT
LOW…plugin-local-inference/native/verify/dispatch_smoke.mm1// Metal graph-dispatch smoke for the shipped Eliza-1 attention-score ops.COMMENT
LOW…/plugin-local-inference/native/verify/mul_mm_bench.cpp1// mul_mm_bench.cpp — Mali mul_mm optimization R&D harness (#9584 / #9715).COMMENT
LOW…ns/plugin-local-inference/native/verify/cuda_runner.sh1#!/usr/bin/env bashCOMMENT
LOW…ns/plugin-local-inference/native/verify/cuda_runner.sh21# derived from this report; CAPABILITIES.jsonCOMMENT
LOW…-local-inference/native/verify/metal_upscale_probe.cpp1#include "ggml.h"COMMENT
LOW…/plugin-local-inference/native/verify/istft-verify.cpp1// SPDX-License-Identifier: MITCOMMENT
LOW…/plugin-local-inference/native/verify/istft-verify.cpp81 norm[(size_t) idx] += w * w;COMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm1// metal_bench.mm — Metal performance harness for the Eliza-1 KV-cacheCOMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm21// dispatch shape). What this harness has always done.COMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm41// is visible in the output).COMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm61#include <random>COMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm481// shipping if we did NOT quantize" baseline — used to compute the speedupCOMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm661// What this mode measures, for each kernel × N ∈ {1, 4, 16, 64, 128, 256}:COMMENT
LOW…ns/plugin-local-inference/native/verify/metal_bench.mm961 }COMMENT
LOW…ocal-inference/native/verify/vulkan_dispatch_smoke.cpp1// Vulkan graph-dispatch smoke for the shipped Eliza-1 attention-score ops.COMMENT
LOW…plugin-local-inference/native/verify/vulkan_verify.cpp1// Host-side Vulkan verification harness for the turbo3 / turbo4 / turbo3_tcq /COMMENT
LOW…plugin-local-inference/native/verify/vulkan_verify.cpp21#include "qjl_polar_ref.h"COMMENT
LOW…s/plugin-local-inference/native/verify/gh200_runner.sh1#!/usr/bin/env bashCOMMENT
LOW…s/plugin-local-inference/native/verify/metal_verify.mm1// Host-side Metal verification harness for the turbo3 / turbo4 / turbo3_tcq /COMMENT
LOW…n-local-inference/native/verify/runtime_graph_smoke.sh1#!/usr/bin/env bashCOMMENT
LOW…ns/plugin-local-inference/native/verify/rocm_runner.sh1#!/usr/bin/env bashCOMMENT
LOW…ugins/plugin-local-inference/native/verify/cpu_bench.c21 */COMMENT
LOW…/plugin-local-inference/native/verify/vulkan_bench.cpp1// Host-side Vulkan **benchmark** harness for the Eliza-1 KV-score / fused-attnCOMMENT
LOW…/plugin-local-inference/native/verify/vulkan_bench.cpp21//COMMENT
LOW…lugin-local-inference/native/verify/gpu/verify_h200.sh1#!/usr/bin/env bashCOMMENT
LOW…ns/plugin-local-inference/native/verify/gpu/_common.sh1#!/usr/bin/env bashCOMMENT
LOW…ocal-inference/native/verify/.cuda-shim/cuda_runtime.h21#define __device__COMMENT
LOW…plugin-local-inference/native/qjl-cpu/test/qjl_bench.c361 rc |= run_quant_parity("ref", qjl_quantize_row_ref, &fx);COMMENT
LOW…-local-inference/native/qjl-cpu/src/qjl_cpu_features.h21# include <cpuid.h>COMMENT
LOW…/native/polarquant-cpu/fork-integration/quants-polar.h1// quants-polar.h - PolarQuant Q4 quant block kernels for ggml-cpu.COMMENT
LOW…/native/polarquant-cpu/fork-integration/quants-polar.c1// quants-polar.c - PolarQuant Q4 weight quant: scalar + AVX2 + NEON.COMMENT
LOW…/native/polarquant-cpu/fork-integration/quants-polar.c21//COMMENT
1347 more matches not shown…
Cross-File Repetition256 hits · 1280 pts
SeverityFileLineSnippetContext
HIGH…ges/benchmarks/suites/visualwebbench/tests/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/suites/swe_bench/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/suites/standard/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/suites/nl2repo/tests/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/harnesses/eliza/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/harnesses/openclaw/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/harnesses/codex/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/harnesses/hermes/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/tests/conftest.py0apply the shared benchmark pytest bootstrap for standalone suite runs.STRING
HIGHpackages/benchmarks/suites/OSWorld/run.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…ges/benchmarks/scripts/osworld/python/run_autoglm_v.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…nchmarks/scripts/osworld/python/run_multienv_aguvis.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…chmarks/scripts/osworld/python/run_multienv_autoglm.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…marks/scripts/osworld/python/run_multienv_autoglm_v.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…nchmarks/scripts/osworld/python/run_multienv_claude.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…/benchmarks/scripts/osworld/python/run_multienv_owl.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…/scripts/osworld/python/run_multienv_mobileagent_v3.py0script to run evaluation on the benchmark. utils and basic architecture credit to https://github.com/web-arena-x/webarenSTRING
HIGH…ckages/benchmarks/suites/OSWorld/mm_agents/o3_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0predict the next action(s) based on the current observation.STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_3b_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…es/benchmarks/suites/OSWorld/mm_agents/uitars_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…kages/benchmarks/suites/OSWorld/mm_agents/owl_agent.py0predict the next action(s) based on the current observation.STRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/agent.py0predict the next action(s) based on the current observation.STRING
HIGH…es/benchmarks/suites/OSWorld/mm_agents/aguvis_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…/benchmarks/suites/OSWorld/mm_agents/qwen25vl_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…ages/benchmarks/suites/OSWorld/mm_agents/mano_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_7b_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…enchmarks/suites/OSWorld/mm_agents/openai_cua_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…benchmarks/suites/OSWorld/mm_agents/gta1/gta1_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…/benchmarks/suites/OSWorld/mm_agents/autoglm_v/main.py0predict the next action(s) based on the current observation.STRING
HIGH…arks/suites/OSWorld/mm_agents/opencua/opencua_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…es/benchmarks/suites/OSWorld/mm_agents/autoglm/main.py0predict the next action(s) based on the current observation.STRING
HIGH…ks/suites/OSWorld/mm_agents/aworldguiagent/workflow.py0predict the next action(s) based on the current observation.STRING
HIGH…/suites/OSWorld/mm_agents/os_symphony/agents/worker.py0predict the next action(s) based on the current observation.STRING
HIGH…benchmarks/suites/OSWorld/mm_agents/kimi/kimi_agent.py0predict the next action(s) based on the current observation.STRING
HIGH…ckages/benchmarks/suites/OSWorld/mm_agents/o3_agent.py0please generate the next move according to the ui screenshot and instruction. and you can refer to the previous actions STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_3b_agent.py0please generate the next move according to the ui screenshot and instruction. and you can refer to the previous actions STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_7b_agent.py0please generate the next move according to the ui screenshot and instruction. and you can refer to the previous actions STRING
HIGH…benchmarks/suites/OSWorld/mm_agents/gta1/gta1_agent.py0please generate the next move according to the ui screenshot and instruction. and you can refer to the previous actions STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/qwen3vl_agent.py0please generate the next move according to the ui screenshot, instruction and previous actions. instruction: {instructioSTRING
HIGH…/benchmarks/suites/OSWorld/mm_agents/qwen25vl_agent.py0please generate the next move according to the ui screenshot, instruction and previous actions. instruction: {instructioSTRING
HIGH…hmarks/suites/OSWorld/mm_agents/evocua/evocua_agent.py0please generate the next move according to the ui screenshot, instruction and previous actions. instruction: {instructioSTRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/prompts.py0please generate the next move according to the ui screenshot, instruction and previous actions. instruction: {instructioSTRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/qwen3vl_agent.py0parse the llm response and convert it to low level action and pyautogui code.STRING
HIGH…hmarks/suites/OSWorld/mm_agents/evocua/evocua_agent.py0parse the llm response and convert it to low level action and pyautogui code.STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_3b_agent.py0parse the llm response and convert it to low level action and pyautogui code.STRING
HIGH…s/benchmarks/suites/OSWorld/mm_agents/jedi_7b_agent.py0parse the llm response and convert it to low level action and pyautogui code.STRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…enchmarks/suites/OSWorld/mm_agents/dart_gui/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…enchmarks/suites/OSWorld/mm_agents/dart_gui/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…enchmarks/suites/OSWorld/mm_agents/dart_gui/prompts.py0click(start_box='<|box_start|>(x1,y1)<|box_end|>') left_double(start_box='<|box_start|>(x1,y1)<|box_end|>') right_singleSTRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0you are a gui agent. you are given a task and your action history, with screenshots. you need to perform the next actionSTRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/prompts.py0you are a gui agent. you are given a task and your action history, with screenshots. you need to perform the next actionSTRING
HIGH…enchmarks/suites/OSWorld/mm_agents/dart_gui/prompts.py0you are a gui agent. you are given a task and your action history, with screenshots. you need to perform the next actionSTRING
HIGH…ges/benchmarks/suites/OSWorld/mm_agents/uitars15_v1.py0you are a gui agent. you are given a task and your action history, with screenshots. you need to perform the next actionSTRING
196 more matches not shown…
Deep Nesting1450 hits · 1266 pts
SeverityFileLineSnippetContext
LOW…rence/native/wakeword-cpp/test/wakeword_parity_test.py131CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py146CODE
LOW…plugin-vision/native/face-cpp/test/face_parity_test.py194CODE
LOWpackages/training/tests/test_apollo_default.py86CODE
LOWpackages/training/tests/test_apollo_default.py110CODE
LOWpackages/training/tests/rl/test_tokenization_utils.py76CODE
LOW…ckages/training/scripts/synthesize_reasoning_round3.py97CODE
LOWpackages/training/scripts/synthesize_routing.py89CODE
LOWpackages/training/scripts/synthesize_routing.py227CODE
LOWpackages/training/scripts/synthesize_routing.py343CODE
LOW…ages/training/scripts/transform_strip_think_in_text.py22CODE
LOWpackages/training/scripts/emit_eliza1_catalog.py227CODE
LOWpackages/training/scripts/translate_corpus.py327CODE
LOWpackages/training/scripts/translate_corpus.py435CODE
LOWpackages/training/scripts/translate_corpus.py605CODE
LOWpackages/training/scripts/translate_corpus.py629CODE
LOW…/training/scripts/synthesize_should_respond_routing.py94CODE
LOW…/training/scripts/synthesize_should_respond_routing.py605CODE
LOWpackages/training/scripts/validate_corpus.py277CODE
LOWpackages/training/scripts/build_eliza1_fullcorpus.py58CODE
LOW…s/training/scripts/test_format_for_training_privacy.py425CODE
LOWpackages/training/scripts/analyze_corpus.py153CODE
LOWpackages/training/scripts/validate_eliza_schema.py59CODE
LOWpackages/training/scripts/validate_eliza_schema.py146CODE
LOWpackages/training/scripts/transform_cap_distribution.py172CODE
LOWpackages/training/scripts/transform_cap_distribution.py346CODE
LOWpackages/training/scripts/audit_eliza_coverage.py75CODE
LOWpackages/training/scripts/audit_eliza_coverage.py202CODE
LOWpackages/training/scripts/audit_eliza_coverage.py313CODE
LOWpackages/training/scripts/audit_eliza_coverage.py439CODE
LOWpackages/training/scripts/test_finetune_all_tiers.py16CODE
LOW…kages/training/scripts/synthesize_messaging_actions.py1378CODE
LOWpackages/training/scripts/build_prompts.py64CODE
LOW…ckages/training/scripts/synthesize_reasoning_round2.py84CODE
LOWpackages/training/scripts/benchmark_vs_cerebras.py124CODE
LOWpackages/training/scripts/benchmark_vs_cerebras.py357CODE
LOW…ages/training/scripts/synthesize_multiparty_routing.py179CODE
LOW…ages/training/scripts/synthesize_multiparty_routing.py264CODE
LOW…ages/training/scripts/synthesize_multiparty_routing.py314CODE
LOW…ages/training/scripts/synthesize_multiparty_routing.py510CODE
LOWpackages/training/scripts/scan_trivial_thoughts.py78CODE
LOWpackages/training/scripts/synthesize_action_pairs.py1922CODE
LOWpackages/training/scripts/synthesize_action_pairs.py2348CODE
LOWpackages/training/scripts/build_ngram_report.py46CODE
LOWpackages/training/scripts/caveman_compress.py304CODE
LOWpackages/training/scripts/caveman_compress.py484CODE
LOWpackages/training/scripts/caveman_compress.py514CODE
LOWpackages/training/scripts/caveman_compress.py554CODE
LOWpackages/training/scripts/caveman_compress.py691CODE
LOWpackages/training/scripts/to_together_format.py235CODE
LOWpackages/training/scripts/to_together_format.py322CODE
LOWpackages/training/scripts/to_together_format.py382CODE
LOWpackages/training/scripts/normalize.py69CODE
LOWpackages/training/scripts/normalize.py170CODE
LOWpackages/training/scripts/sync_catalog_from_hf.py269CODE
LOWpackages/training/scripts/build_actions_catalog.py36CODE
LOWpackages/training/scripts/build_actions_catalog.py258CODE
LOWpackages/training/scripts/build_actions_catalog.py532CODE
LOWpackages/training/scripts/build_actions_catalog.py611CODE
LOWpackages/training/scripts/build_actions_catalog.py815CODE
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Redundant / Tautological Comments605 hits · 929 pts
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LOW…al-inference/native/include/eliza_token_trie_sampler.h87 * ## Return valueCOMMENT
LOWplugins/plugin-vision/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-elizacloud/.github/workflows/publish.yml35 # Check if package.json changedCOMMENT
LOW…ins/plugin-elizacloud/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-discord/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-openai/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-x/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-pdf/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOWplugins/plugin-mcp/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOW…ugins/plugin-telegram/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOW…let/src/chains/solana/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOW…wallet/src/chains/evm/.github/workflows/npm-deploy.yml34 # Check if package.json changedCOMMENT
LOW…kages/training/scripts/train_nebius_smoke_all_tiers.sh46# Set 0 to use --epochs 1 (real run).COMMENT
LOWpackages/training/scripts/rl/hybrid_env.py337 # Check if it's a Scenario (online) or Dict (offline)COMMENT
LOWpackages/training/scripts/rl/tokenization_utils.py414 # Check if masks look incorrectCOMMENT
LOW…ckages/training/scripts/rl/multi_agent_orchestrator.py173 # Assign NPCs to agentsCOMMENT
LOWpackages/training/scripts/rl/team_rl.py754 # Assign NPCs to teams and agent namesCOMMENT
LOWpackages/training/scripts/rl/run_team_rl.py266 # Print resultsCOMMENT
LOWpackages/training/scripts/rl/feed_env.py1889 # Check if reasoning mentions the action typeCOMMENT
LOWpackages/training/scripts/rl/service_manager.py243 # Check if process diedCOMMENT
LOWpackages/training/scripts/rl/service_manager.py517 # Check if process diedCOMMENT
LOWpackages/training/scripts/rl/fast_simulator.py635 # Increment timeCOMMENT
LOW⚡packages/training/scripts/rl/demo_continuous_rl.py438 # Assign NPCs to agentsCOMMENT
LOWpackages/training/scripts/rl/run_adversarial_eval.py157 # Print resultsCOMMENT
LOWpackages/training/scripts/rl/shared_model_rl.py1132 # Check if scenario contains incoming adversarial messagesCOMMENT
LOWpackages/training/scripts/rl/shared_model_rl.py2190 # Check if we've hit step limit (0 = unlimited)COMMENT
LOW⚡packages/training/scripts/rl/rewards.py2312 # Check if we have enhanced contextCOMMENT
LOWpackages/training/scripts/rl/rewards.py2719 # Check if any action aligns with event directionCOMMENT
LOWpackages/training/scripts/rl/run_red_team_gym.py190 # Print resultsCOMMENT
LOWpackages/training/scripts/rl/atropos_trainer.py660 # Check if process diedCOMMENT
LOWpackages/training/scripts/rl/adversarial_game.py292 # Check if the actual secret value appears in what was sentCOMMENT
LOWpackages/training/scripts/rl/scenario_pool.py404 # Check if solvedCOMMENT
LOWpackages/training/scripts/rl/scenario_pool.py968 # Check if refresh neededCOMMENT
LOW…ence/elizaos_experience_bench/evaluators/hard_cases.py164 # Check if the expected experience appears within top kCOMMENT
LOW…/suites/terminal-bench/tasks/path-tracing/run-tests.sh14# Check if we're in a valid working directoryCOMMENT
LOW…ks/suites/terminal-bench/tasks/path-tracing/install.sh10# Check if we're in a valid working directoryCOMMENT
LOW…-bench/tasks/model-extraction-relu-logits/run-tests.sh14# Check if we're in a valid working directoryCOMMENT
LOW…l-bench/tasks/model-extraction-relu-logits/solution.sh87 # Check if there is exactly one ReLU switching sign, or if there are multiple.COMMENT
LOW⚡…sks/model-extraction-relu-logits/tests/test_outputs.py45 # Check if the stolen_A1.npy file existsSTRING
LOW⚡…sks/model-extraction-relu-logits/tests/test_outputs.py55 # Check if each row of the original matrix can be matched to a row in the stolenSTRING
LOW⚡…sks/model-extraction-relu-logits/tests/test_outputs.py64 # Check if the stolen row matches the original row up to a scaling factorSTRING
LOW…tes/terminal-bench/tasks/video-processing/run-tests.sh14# Check if we're in a valid working directoryCOMMENT
LOW…/suites/terminal-bench/tasks/dna-assembly/run-tests.sh11# Check if we're in a valid working directoryCOMMENT
LOW…uites/terminal-bench/tasks/gomoku-planner/run-tests.sh17# Check if we're in a valid working directoryCOMMENT
LOW⚡…minal-bench/tasks/gomoku-planner/tests/test_outputs.py20 # Check if content matches the format [row],[col]COMMENT
LOW⚡…minal-bench/tasks/gomoku-planner/tests/test_outputs.py24 # Check if both parts are valid numbersCOMMENT
LOW⚡…minal-bench/tasks/gomoku-planner/tests/test_outputs.py31 # Check if coordinates are within board bounds (0-14)COMMENT
LOW…envectors-from-eigenvalues-research-paper/run-tests.sh17# # Check if we're in a valid working directoryCOMMENT
LOW…rks/suites/terminal-bench/tasks/regex-log/run-tests.sh12# Check if we're in a valid working directoryCOMMENT
LOW…inal-bench/tasks/large-scale-text-editing/run-tests.sh12# Check if we're in a valid working directoryCOMMENT
LOW…tes/terminal-bench/tasks/jsonl-aggregator/run-tests.sh17# Check if we're in a valid working directoryCOMMENT
LOW…/suites/terminal-bench/tasks/assign-seats/run-tests.sh17# Check if we're in a valid working directoryCOMMENT
LOW…tes/terminal-bench/tasks/sqlite-with-gcov/run-tests.sh14# Check if we're in a valid working directoryCOMMENT
LOW…nal-bench/tasks/sqlite-with-gcov/tests/test_outputs.py23 # Check if sqlite3 is in PATHCOMMENT
LOW…rminal-bench/tasks/3d-model-format-legacy/run-tests.sh17# Check if we're in a valid working directoryCOMMENT
LOW⚡…bench/tasks/3d-model-format-legacy/tests/test_cmake.py212 # Check if it's executable (has execute permission)COMMENT
LOW…bench/tasks/3d-model-format-legacy/tests/test_cmake.py45 # Check if any CMakeLists.txt mentions MdfFormat.cppCOMMENT
LOW…bench/tasks/3d-model-format-legacy/tests/test_cmake.py255 # Check if both files were createdCOMMENT
LOW…/suites/terminal-bench/tasks/movie-helper/run-tests.sh17# Check if we're in a valid working directoryCOMMENT
LOW…uites/terminal-bench/tasks/speech-to-text/run-tests.sh16# Check if we're in a valid working directoryCOMMENT
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AI Slop Vocabulary292 hits · 858 pts
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MEDIUM…ns/plugin-local-inference/native/verify/rocm_runner.sh5# model. There is not yet a standalone HIP fixture harness equivalent toCOMMENT
MEDIUM…in-local-inference/__tests__/metal-perf-matrix.test.ts2 * Unit coverage for the #9580 / #9608 per-tier Metal throughput matrix harness'COMMENT
MEDIUM…nference/src/runtime/ensure-local-inference-handler.ts1177 // sink structurally so this stays robust to the core param type surface.COMMENT
MEDIUM…n-local-inference/src/routes/live-diarization-route.ts242 // `devicectl device copy from` — the robust, bridge-free retrieval path.COMMENT
MEDIUM…gins/plugin-local-inference/src/services/downloader.ts1341 // robust. Measured at ~400 MB/s on an NVMe so even the 20 GBCOMMENT
MEDIUM…/plugin-local-inference/src/services/voice/barge-in.ts209 // Definitely not speech — resume immediately.COMMENT
MEDIUMplugins/plugin-sql/src/migrations.ts225 // Use robust conversion: valid UUIDs are cast directly, others get md5 hashCOMMENT
MEDIUMplugins/plugin-sql/src/pglite/manager.ts544 // Definitely gone -> reclaim.COMMENT
MEDIUM…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh585# Create comprehensive verification scriptCOMMENT
MEDIUMplugins/plugin-goals/src/actions/goals.real.test.ts2 * Keyless OWNER_GOALS e2e (#8801, gap 5 — per-plugin harness adoption).COMMENT
MEDIUM…st/scenarios/_catalogs/comms-flood-triage.catalog.json30 "notes": "Live-only, adversarial. The #12283 prompt-injection forwarded-email exemplar, landed byte-for-byte. A foCODE
MEDIUM…gent-orchestrator/src/services/transcript-sanitizer.ts9 * AND the swarm-synthesis path (issue elizaOS/eliza#11578) — shares one robustCOMMENT
MEDIUMpackages/ui/src/state/switch-runtime.ts153 // Cloud / remote runtimes get the seamless in-place base + token swap.COMMENT
MEDIUMpackages/ui/src/backgrounds/AppBackground.tsx34// the Suspense fallback so the swap is seamless.COMMENT
MEDIUMpackages/ui/src/components/shell/ChatOverlay.tsx2958 // height reaches 0 (robust to the [baseH] effect re-issuing the spring).COMMENT
MEDIUMpackages/ui/src/components/shell/ChatOverlay.tsx5006 // so the switch is seamless) — at rest it stays the plain calc so theCOMMENT
MEDIUMpackages/core/src/security/mcp-server-config.ts51// call time (never captured at module-init) to stay robust against ESMCOMMENT
MEDIUM…android/app/src/main/elizavoice-jni/elizavoice-jni.cpp85// loop only needs robust turn boundaries; the JS layer no longer runs theCOMMENT
MEDIUM…ckages/app/test/ui-smoke/settings-chat-control.spec.ts98 // naturally contribute nothing, so this is robust to stub data.COMMENT
MEDIUMpackages/app/test/ui-smoke/transcript-realaudio.spec.ts1016 // key — robust against the trailing-button morph (mic<->send) while theCOMMENT
MEDIUMpackages/app/scripts/mobile-auth-simulator-smoke.ts478// Pre-#13693 the harness only checked `ok === true` + path/state/code echo,COMMENT
MEDIUMpackages/app/scripts/mobile-auth-simulator-smoke.ts746// `No activity found` when nothing handles the intent. To stay robust acrossCOMMENT
MEDIUMpackages/app/scripts/mobile/android/gradle-patches.ts148 // block. Match the LAST `}` in the file as a heuristic that's robustCOMMENT
MEDIUMpackages/app/scripts/build-helpers/arm64-simd.ts16// The fix (robust route, per native/AGENTS.md guidance):COMMENT
MEDIUMpackages/app/src/native-smoke.ts148 // Liveness contract (#14359): when the harness points the lane at aCOMMENT
MEDIUM⚡…th/src/server/policy-engine/evaluators/leverage-cap.ts1// Sprint 4: leverage-cap policy evaluator.COMMENT
MEDIUM⚡…th/src/server/policy-engine/evaluators/leverage-cap.ts3// Caps requested leverage at config.maxLeverage. A request without anCOMMENT
MEDIUM⚡…th/src/server/policy-engine/evaluators/leverage-cap.ts4// explicit `leverage` field (spot transfer, non-leveraged perp) ALWAYSCOMMENT
MEDIUM⚡…th/src/server/policy-engine/evaluators/leverage-cap.ts5// passes: leverage-cap is meant to gate the act of taking leverage, notCOMMENT
MEDIUM⚡…th/src/server/policy-engine/evaluators/leverage-cap.ts7// leverage from the order payload; @stwd/agent-trader and direct signCOMMENT
MEDIUMpackages/training/pyproject.toml130 # to cerebras/gpt-oss-120b and the Nebius testing harness from a singleCOMMENT
MEDIUMpackages/training/pyproject.toml160 # on sm_90, and continuous batching needed by the Gemma-era serve harness.COMMENT
MEDIUMpackages/training/pyproject.toml169 # speak vLLM's OpenAI-compatible chat completions endpoint. The harnessCOMMENT
MEDIUMpackages/training/config/atropos.yaml5# Testing harness: nebiusCOMMENT
MEDIUM⚡packages/training/config/atropos.yaml105# Production testing harness is Nebius (OpenAI-compatible).COMMENT
MEDIUMpackages/training/config/rubrics.json11 "perps-trader": "\n## Perps Trader Archetype Evaluation\n\nYou are evaluating an agent specialized in perpetual futuCODE
MEDIUM⚡packages/training/config/tinker.yaml6# Testing harness: nebiusCOMMENT
MEDIUMpackages/training/scripts/benchmark_vs_cerebras.py24 # Only Eliza harness action selection, skip cerebras, cap at 100 samplesSTRING
MEDIUMpackages/training/scripts/test_local_path_source.py258 # normalize.py harness routes those to errors.jsonl. The shapeCOMMENT
LOWpackages/training/scripts/synthesize_action_planner.py302 # Plan the native JSON output. Most cases just call the target action;COMMENT
MEDIUM…ckages/training/scripts/transform_task_reply_deslop.py49 # "Absolutely! " / "Certainly! "COMMENT
MEDIUM⚡packages/training/scripts/emit_native_grammar.py62# against the harness grammar is meaningful.COMMENT
MEDIUMpackages/training/scripts/emit_native_grammar.py185 # GBNF, so we expose each as an alternative — the harness's realCOMMENT
MEDIUMpackages/training/scripts/training/test_apollo.py204 # dominate parameter count, so this harness checks the APOLLO projector isCOMMENT
MEDIUM…/training/scripts/manifest/stage_real_eliza1_bundle.py823 "evals": False, # E5's eval harness still owes its JSONsCODE
MEDIUM…training/scripts/manifest/stage_local_eliza1_bundle.py455 # (eval harness → `evals/voice-rtf.json` + this block).COMMENT
MEDIUMpackages/training/scripts/release/eliza1_gates.yaml17# `provisional: false` once the e2e harness reproduces the threshold on theCOMMENT
MEDIUM⚡packages/training/scripts/quantization/test_qjl.py206# Generation harness (mirrors test_turboquant.py for apples-to-apples).COMMENT
MEDIUM…ages/training/scripts/quantization/_kernel_manifest.py82# Numbers come from the published papers + the verify/ harness self-test.COMMENT
MEDIUMpackages/training/scripts/harness/run.py38except ImportError: # direct script invocation: python scripts/harness/run.pyCODE
MEDIUMpackages/training/scripts/cloud/run-on-cloud.sh24# bench build linux-x64-cuda, run the e2e CUDA bench harness for theCOMMENT
MEDIUMpackages/training/scripts/cloud/run-on-cloud.sh214# e2e CUDA bench harness. The repo bench entrypoint reads the bench_resultsCOMMENT
MEDIUMpackages/training/scripts/lib/vast.py114 # H200 is 141 GB HBM3e per GPU; gpu_ram>=130 robust to ECC reserve.COMMENT
MEDIUMpackages/training/scripts/lib/vast.py121 # B200 = 180 GB HBM3e per GPU; gpu_ram>=170 robust to ECC reserve.COMMENT
MEDIUMpackages/training/scripts/lib/vast.py139 # ECC reservation; gpu_ram>=170 (GB query units) is robust.COMMENT
MEDIUM⚡packages/training/scripts/eval/eliza1_eval_suite.py597# That harness already does WAV → ASR → MTP-spec-decode → phrase chunker →COMMENT
MEDIUMpackages/training/scripts/eval/eliza1_eval_suite.py927 # An endurance run on CPU is many minutes; give it room (the harness hasCOMMENT
MEDIUMpackages/training/scripts/eval/eliza1_eval_suite.py1809 # harness; keep the default path CPU/reference-only.COMMENT
MEDIUMpackages/training/scripts/eval/eliza1_eval_suite.py2152 # outputs; exit 1 only on a harness error (handled by exceptions above).COMMENT
MEDIUMpackages/training/scripts/rl/feed_env.py951 # Build comprehensive assistant responseCOMMENT
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Self-Referential Comments208 hits · 622 pts
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MEDIUM…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh168# Create a minimal start script that initializes the agent runtime and database schemaCOMMENT
MEDIUMpackages/training/scripts/rl/multi_prompt_dataset.py877 # Create a temporary sample for validationCOMMENT
MEDIUM…al-bench/tasks/model-extraction-relu-logits/forward.py3# Define the neural network parametersCOMMENT
MEDIUM…h/tasks/large-scale-text-editing/tests/test_outputs.py98 # Create a script that just loads the registersCOMMENT
MEDIUM…erminal-bench/tasks/stable-parallel-kmeans/solution.sh8# Create the stable k-means implementationCOMMENT
MEDIUM…erminal-bench/tasks/stable-parallel-kmeans/solution.sh211# Create the test implementation scriptCOMMENT
MEDIUM⚡…bench/tasks/3d-model-format-legacy/tests/test_cmake.py229 # Create a temporary output directory for testingCOMMENT
MEDIUM…bench/tasks/3d-model-format-legacy/tests/test_cmake.py80 # Create a temporary build directoryCOMMENT
MEDIUM…uites/terminal-bench/tasks/chess-best-move/solution.sh30 # Create a new image with the specified background colorCOMMENT
MEDIUM…uites/terminal-bench/tasks/chess-best-move/solution.sh156 # Create a chess board from the FENCOMMENT
MEDIUM…/tasks/break-filter-js-from-html/tests/test_outputs.py27 # Create a temporary copy of the file to filterCOMMENT
MEDIUM…ks/suites/terminal-bench/tasks/pypi-server/solution.sh13# Create a directory for the server application and packagesCOMMENT
MEDIUM…ks/suites/terminal-bench/tasks/pypi-server/solution.sh17# Create a Python virtual environment to keep dependencies isolatedCOMMENT
MEDIUM…ks/suites/terminal-bench/tasks/pypi-server/solution.sh30# Create a password file for a user 'uploader' with password 'password'COMMENT
MEDIUM⚡…ks/suites/terminal-bench/tasks/pypi-server/solution.sh48# Create a directory for the projectCOMMENT
MEDIUM⚡…ks/suites/terminal-bench/tasks/pypi-server/solution.sh52# Create the package structure and a simple functionCOMMENT
MEDIUM⚡…ks/suites/terminal-bench/tasks/pypi-server/solution.sh59# Create the setup.py file to define the packageCOMMENT
MEDIUM…/terminal-bench/tasks/setup-custom-dev-env/solution.sh36# Create a new conda environment called terminal-benchCOMMENT
MEDIUM…es/terminal-bench/tasks/jq-data-processing/solution.sh35# Create the YAML args fileCOMMENT
MEDIUM…l-bench/tasks/jq-data-processing/tests/test_outputs.py51 # Create a mapping of user IDs to their original statusCOMMENT
MEDIUM…l-bench/tasks/jq-data-processing/tests/test_outputs.py85 # Create a mapping of user IDs to their original rolesCOMMENT
MEDIUM…l-bench/tasks/jq-data-processing/tests/test_outputs.py107 # Create a mapping of user IDs to their original rolesCOMMENT
MEDIUM…l-bench/tasks/jq-data-processing/tests/test_outputs.py286 # Create a temporary file with just the secret keyCOMMENT
MEDIUM…ch/tasks/jq-data-processing/task-deps/generate_data.py59# Create a checksum with a hard-coded secret key for enhanced securityCOMMENT
MEDIUM…ench/tasks/make-mips-interpreter/tests/test_outputs.py14 # Create a temporary file to capture stdoutCOMMENT
MEDIUM…tes/terminal-bench/tasks/simple-sheets-put/solution.sh5# Create a new spreadsheetCOMMENT
MEDIUM…tes/terminal-bench/tasks/simple-sheets-put/solution.sh8# Create a new sheetCOMMENT
MEDIUM…rminal-bench/tasks/merge-diff-arc-agi-task/solution.sh34# Create the correct algo.py implementationCOMMENT
MEDIUM…rminal-bench/tasks/chem-property-targeting/solution.sh5# Create the solution Python scriptCOMMENT
MEDIUM…tes/terminal-bench/tasks/pytorch-model-cli/solution.sh28# Create a conversion script from .pth to .jsonCOMMENT
MEDIUM…tes/terminal-bench/tasks/pytorch-model-cli/solution.sh58# Create the C fileCOMMENT
MEDIUM…arks/suites/terminal-bench/tasks/play-lord/solution.sh21# Create a Python script to play the gameCOMMENT
MEDIUM⚡…/terminal-bench/tasks/cross-entropy-method/solution.sh12# Create a Python script to implement the missing functionalityCOMMENT
MEDIUM⚡…inal-bench/tasks/security-celery-redis-rce/solution.sh18# Create the Python exploit script with detailed commentsCOMMENT
MEDIUM…inal-bench/tasks/security-celery-redis-rce/solution.sh56# Define a malicious class that will be pickledCOMMENT
MEDIUM…inal-bench/tasks/security-celery-redis-rce/solution.sh69# Create the malicious pickle payloadCOMMENT
MEDIUM…/tasks/security-celery-redis-rce/tests/test_outputs.py31 # Define the expected security filesCOMMENT
MEDIUM⚡…tes/terminal-bench/tasks/get-bitcoin-nodes/solution.sh17# Create the main API service fileCOMMENT
MEDIUM⚡…tes/terminal-bench/tasks/get-bitcoin-nodes/solution.sh76# Create a custom Bitcoin protocol clientCOMMENT
MEDIUM…bench/tasks/deterministic-tarball/setup_source_tree.sh96 # Create a small PNG (1x1 pixel, red)COMMENT
MEDIUM…tes/terminal-bench/tasks/vulnerable-secret/solution.sh16# Create a payload that overflows the buffer and overwrites the authenticated flagCOMMENT
MEDIUM…tes/terminal-bench/tasks/llm-spec-decoding/solution.sh7# Create the speculative decoding test scriptCOMMENT
MEDIUM…tes/terminal-bench/tasks/home-server-https/solution.sh8# Create the HTML page firstCOMMENT
MEDIUM…nal-bench/tasks/adaptive-rejection-sampler/solution.sh77# Create a test function that follows the required formatCOMMENT
MEDIUM…nal-bench/tasks/adaptive-rejection-sampler/solution.sh177# Create a comprehensive test scriptCOMMENT
MEDIUM…nal-bench/tasks/adaptive-rejection-sampler/solution.sh337# Create a simple demonstration scriptCOMMENT
MEDIUM…nal-bench/tasks/adaptive-rejection-sampler/solution.sh386# Create the required sample files with exact namesCOMMENT
MEDIUM…/suites/terminal-bench/tasks/kv-store-grpc/solution.sh7# Create the proto fileCOMMENT
MEDIUM…/suites/terminal-bench/tasks/kv-store-grpc/solution.sh37# Create the Python scriptCOMMENT
MEDIUM…rminal-bench/tasks/kv-store-grpc/tests/test_outputs.py111 # Create a channel and test gRPC handshakeCOMMENT
MEDIUM…rminal-bench/tasks/kv-store-grpc/tests/test_outputs.py150 # Create a channel and stubCOMMENT
MEDIUM…rminal-bench/tasks/jupyter-notebook-server/solution.sh40# Create the sample notebookCOMMENT
MEDIUM…rminal-bench/tasks/jupyter-notebook-server/solution.sh73 "# Create the plot\n",CODE
MEDIUM…tes/terminal-bench/tasks/cprofiling-python/solution.sh100 # Create a list of tuples (index, url, output_dir) for the thread poolCOMMENT
MEDIUM…tes/terminal-bench/tasks/cprofiling-python/solution.sh208 # Create a cache to avoid re-downloadingCOMMENT
MEDIUM…arks/suites/terminal-bench/tasks/vul-flask/solution.sh12# Create a backupCOMMENT
MEDIUM…s/suites/terminal-bench/tasks/vul-flask/tests/setup.sh12 # Create a vulnerable app if not present (renders user input directly)COMMENT
MEDIUM…uites/terminal-bench/tasks/oom/task-deps/entrypoint.sh3# Create the fake 100MB fileCOMMENT
MEDIUM⚡…ks/suites/terminal-bench/tasks/solana-data/solution.sh17# Create the main API service fileCOMMENT
MEDIUM…ench/tasks/tree-directory-parser/tests/test_outputs.py30 # Create a temporary file with just the secret keyCOMMENT
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Modern Structural Boilerplate560 hits · 576 pts
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LOWpackages/training/scripts/training/instrumentation.py673__all__ = [CODE
LOWpackages/training/scripts/training/__init__.py15__all__ = [CODE
LOWpackages/training/scripts/training/te_fp8.py178__all__ = ["FP8Handle", "maybe_enable_fp8"]CODE
LOWpackages/training/scripts/training/optimizer.py322__all__ = [CODE
LOWpackages/training/scripts/manifest/__init__.py21__all__ = [CODE
LOWpackages/training/scripts/release/__init__.py5__all__ = ["apply_gates", "normalize_tier"]CODE
LOWpackages/training/scripts/quantization/__init__.py12__all__ = ["PROFILES", "QuantProfile"]CODE
LOW…pts/quantization/fused_turboquant_vendored/__init__.py14__all__ = [CODE
LOW…/quantization/fused_turboquant_vendored/hf/__init__.py11__all__ = [CODE
LOW…antization/fused_turboquant_vendored/hf/fused_cache.py40logger = logging.getLogger(__name__)CODE
LOW…ation/fused_turboquant_vendored/vllm_plugin/backend.py36logger = logging.getLogger(__name__)CODE
LOW…tion/fused_turboquant_vendored/vllm_plugin/metadata.py21logger = logging.getLogger(__name__)CODE
LOW…tion/fused_turboquant_vendored/vllm_plugin/__init__.py17__all__ = ["register_backend"]CODE
LOW…used_turboquant_vendored/vllm_plugin/attention_impl.py27logger = logging.getLogger(__name__)CODE
LOW…zation/fused_turboquant_vendored/vllm_plugin/plugin.py15logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/publish/__init__.py11__all__ = [CODE
LOWpackages/training/scripts/lib/backends/vast.py39logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/lib/backends/vast.py407__all__ = ["VastBackend"]CODE
LOWpackages/training/scripts/lib/adapters/__init__.py105__all__ = ["REGISTRY"]CODE
LOWpackages/training/scripts/inference/entropix_sampler.py90 def update_state(self, batch_update: BatchUpdate | None) -> None:CODE
LOWpackages/training/scripts/rl/checkpoint_sync.py33logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/hybrid_env.py40logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/ab_testing.py35logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/multi_turn.py45logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/market_regime.py20logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/tokenization_utils.py28logger = logging.getLogger(__name__)CODE
LOW…ckages/training/scripts/rl/multi_agent_orchestrator.py33logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/team_rl.py50logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/quality_scorer.py26logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/attacker_trainer.py36logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/tick_reward_attribution.py20logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/reward_config.py114 def _set_defaults(self) -> None:CODE
LOW⚡packages/training/scripts/rl/online_env.py69logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/simulation_bridge.py27logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/evaluation.py24logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/service_manager.py44logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/fast_simulator.py56logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/turboquant.py378 def _set_from_full_states(self, full_keys: torch.Tensor, full_values: torch.Tensor) -> None:CODE
LOWpackages/training/scripts/rl/continuous_rl.py47logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/continuous_rl.py193 def _setup_training_components(self) -> None:CODE
LOWpackages/training/scripts/rl/kl_controller.py34logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/kondo_sft.py41logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/trajectory_source.py70logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/error_recovery.py31logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/red_team_gym.py43logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/shared_model_rl.py50logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/shared_model_rl.py480 def _setup_optimizer(self) -> None:CODE
LOWpackages/training/scripts/rl/shared_model_rl.py526 def _setup_kondo_gate(self) -> None:CODE
LOWpackages/training/scripts/rl/shared_model_rl.py544 def _setup_turboquant(self) -> None:CODE
LOWpackages/training/scripts/rl/schemas.py16logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/action_executor.py24logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/action_executor.py30def set_simulation_seed(seed: int) -> None:CODE
LOWpackages/training/scripts/rl/multi_prompt_dataset.py56logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/multi_prompt_dataset.py187 def _update_stats(self) -> None:CODE
LOW⚡packages/training/scripts/rl/verifiable_game.py42logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/run_ab_test.py41logger = logging.getLogger(__name__)CODE
LOW⚡packages/training/scripts/rl/format_validator.py23logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/rewards.py1438 def update_batch(self, rewards: list[float]) -> None:CODE
LOWpackages/training/scripts/rl/rollout_generator.py40logger = logging.getLogger(__name__)CODE
LOWpackages/training/scripts/rl/atropos_trainer.py44logger = logging.getLogger(__name__)CODE
500 more matches not shown…
Hallucination Indicators41 hits · 450 pts
SeverityFileLineSnippetContext
CRITICAL…ive-agent/test/native-host/RuntimeBundleStoreTest.java55 return ai.eliza.plugins.agent.runtime.RuntimeBundleStore.prepareFromAsset(root.resolve("versions"), "inventory",CODE
CRITICAL…-native-agent/test/native-host/RuntimeBundleStore.java6 return ai.eliza.plugins.agent.runtime.RuntimeBundleStore.prepare(root, manifest, source, nativeLibraries, durabilityCODE
CRITICAL…-native-agent/test/native-host/RuntimeBundleStore.java9 return ai.eliza.plugins.agent.runtime.RuntimeBundleStore.prepare(root, manifest, source, nativeLibraries, durabilityCODE
CRITICAL…ins/agent/NativeStorageDiagnosticInstrumentedTest.java9 ai.eliza.plugins.agent.health.contract.NativeStorageDiagnosticContract.run(InstrumentationRegistry.getInstrumentation(CODE
CRITICAL…/plugins/agent/LocalRuntimeHealthInstrumentedTest.java7 @Test public void localProtocolAndLifetimeFencing()throws Exception {ai.eliza.plugins.agent.health.contract.LocalRuntimCODE
CRITICAL…ugins/agent/LocalCredentialBrokerInstrumentedTest.java10 @Test public void privateSocketContract() throws Exception { LocalCredentialBrokerContract.run(); ai.eliza.plugins.ageCODE
CRITICAL…/eliza/plugins/agent/NativeHealthInstrumentedTest.java8 ai.eliza.plugins.agent.contract.NativeHealthContract.run();CODE
CRITICAL…ugins/agent/WebViewHealthObserverInstrumentedTest.java8 @Test public void policyAndThreadBoundaries()throws Exception{WebViewHealthObserverContract.run();WebViewHealthObserverCODE
CRITICAL…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java31 ai.eliza.plugins.calendar.read.CalendarReadAccess reader=new ai.eliza.plugins.calendar.read.CalendarReadAccess(getConCODE
CRITICAL…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java42 try{JSArray calendars=new JSArray();try(Cursor rows=getContext().getContentResolver().query(CalendarContract.CalendarsCODE
CRITICAL…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java49 org.json.JSONArray events=ai.eliza.plugins.calendar.read.SelectedCalendarReader.read(getContext().getContentResolver(CODE
CRITICAL⚡…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java140 if(rows==null)throw new IllegalStateException();while(rows.moveToNext()){if(sources.length()>=16)throw new IllegalStCODE
CRITICAL⚡…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java143 final org.json.JSONObject reviewed=ai.eliza.plugins.calendar.read.SelectedCalendarReader.next(getContext().getContentCODE
CRITICAL⚡…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java153 org.json.JSONObject current=ai.eliza.plugins.calendar.read.SelectedCalendarReader.next(getContext().getContentResolCODE
CRITICAL…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java203 private long localCalendar(){return ai.eliza.plugins.calendar.write.CalendarDestinations.local(getContext().getContentRCODE
CRITICAL…ain/java/ai/eliza/plugins/calendar/CalendarPlugin.java204 private boolean writable(long id){return ai.eliza.plugins.calendar.write.CalendarDestinations.writable(getContext().getCODE
CRITICAL…liza/plugins/calendar/read/SelectedCalendarReader.java20 if(!a.toString().equals(startDate)||!b.toString().equals(endDateExclusive)||!b.isAfter(a)||java.time.temporal.ChronoUnCODE
CRITICAL…ugins/plugin-assistant/test/device-actions.e2e.test.ts1281 inferredClock.tool.parameters.properties.operation.anyOf.every(CODE
CRITICAL…ugins/plugin-assistant/test/device-actions.e2e.test.ts1286 inferredClock.tool.parameters.properties.operation.anyOf.some(CODE
CRITICAL…ugins/plugin-assistant/test/device-actions.e2e.test.ts3182 .tool.parameters.properties.operation.anyOf.find(CODE
CRITICAL…nal-assistant/src/lifeops/domains/reminders-service.ts1401 this.ctx.runtime.character.name.trim().length > 0CODE
CRITICAL…nal-assistant/src/lifeops/domains/reminders-service.ts1402 ? this.ctx.runtime.character.name.trim()CODE
CRITICALplugins/plugin-wallet/src/chains/solana/service.ts2009 uiAmount: acc.account.data.parsed.info.tokenAmount.uiAmount.toString(),CODE
CRITICAL…nt-orchestrator/src/__tests__/auto-goal-verify.test.ts1049 const correction = fake.service.sendToSession.mock.calls.at(-1)?.[1] ?? "";CODE
CRITICAL…/java/example/passwords/host/PasswordTransferTest.java98 for (androidx.test.runner.lifecycle.Stage stage : androidx.test.runner.lifecycle.Stage.values())CODE
CRITICAL…/java/example/passwords/host/PasswordTransferTest.java99 for (android.app.Activity activity : androidx.test.runner.lifecycle.ActivityLifecycleMonitorRegistry.getInstance().CODE
CRITICAL…pp/src/main/java/ai/elizaos/app/ElizaAgentService.java1171 () -> ai.eliza.plugins.networkpolicy.NetworkPolicyReader.INSTANCE.readNetworkState(this));CODE
CRITICAL…pp/src/main/java/ai/elizaos/app/ElizaAgentService.java3048 ai.eliza.plugins.agent.runtime.NativeProcessSupervisor.terminate(toStop, PROCESS_TERMINATE_GRACE_MS);CODE
CRITICAL…pp/src/main/java/ai/elizaos/app/ElizaAgentService.java3089 if (!confirmTermination && ai.eliza.plugins.agent.runtime.NativeProcessSupervisor.terminate(toStop, PROCESS_TERMCODE
CRITICAL⚡packages/app/scripts/android-native-agent.ts232 p.android.sourceSets.main.assets.srcDir(${quote(assets)})CODE
CRITICAL⚡packages/app/scripts/android-native-agent.ts233 p.android.sourceSets.main.jniLibs.srcDir(${quote(path.join(stage, "app/src/main/jniLibs"))})CODE
CRITICAL⚡packages/app/scripts/android-native-agent.ts234 p.android.sourceSets.androidTest.java.srcDir(${quote(path.join(fixture, "java"))})CODE
CRITICAL⚡packages/app/scripts/android-native-agent.ts235 p.android.defaultConfig.ndk.abiFilters.clear()CODE
CRITICAL⚡packages/app/scripts/android-native-agent.ts236 p.android.defaultConfig.ndk.abiFilters.add('x86_64')CODE
CRITICAL…ges/training/scripts/quantization/test_abliteration.py124 pre_o = [b.self_attn.o_proj.weight.data.clone() for b in model.transformer.h]CODE
CRITICAL…ges/training/scripts/quantization/test_abliteration.py125 pre_d = [b.mlp.down_proj.weight.data.clone() for b in model.transformer.h]CODE
CRITICALpackages/agent/test/backup-capture-http.test.ts154 const entry = snapshot.manifest.components.media.files.find(CODE
CRITICAL…suites/OSWorld/desktop_env/providers/azure/provider.py6from azure.core.exceptions import ResourceNotFoundErrorCODE
CRITICAL…c/lib/services/organization-schedule-retained-terms.ts29const sourceItem = organizationSubscriptionObservationSchema.shape.items.shape.data.element.extend({CODE
CRITICAL…c/lib/services/organization-schedule-retained-terms.ts32 organizationSubscriptionObservationSchema.shape.items.shape.data.element.shape.price.extend({CODE
CRITICAL…/linux/installer/src/directory-source-selector.test.ts178 await selected.options.sources.esp.file.read(bytes, 0, bytes.length, 0);CODE
Cross-Language Confusion81 hits · 409 pts
SeverityFileLineSnippetContext
HIGHpackages/training/scripts/publish_pipeline_to_hf.py8 cd /workspace/training && uv sync --extra trainSTRING
HIGH…ages/training/scripts/synthesize_agent_orch_actions.py386 log.info("wrote %d agent-orch eliza_native_v1 rows (%d subtle-null) to %s", n, nulls, args.out)CODE
HIGHpackages/training/scripts/synthesize_native_fillins.py404 "evaluator": {{"value": null, "source": "source|inferred|not_applicable", "reason": "short"}}CODE
HIGHpackages/training/scripts/manifest/eliza1_manifest.py1924 Computes ``sha256( datasets_yaml_bytes || sorted_per_source_hashes )``.STRING
HIGHpackages/training/scripts/quantization/qjl_apply.py638 "cd scripts/quantization/qjl && python setup.py build_ext --inplace"CODE
HIGHpackages/training/scripts/synth/test_judge_filter.py11 cd packages/training && pytest -xvs scripts/synth/test_judge_filter.pySTRING
HIGHpackages/training/scripts/asr/finetune_asr.py27- **Conditional HF push** gated on ``beatsBaseline=True && operatorSignedOff=True``STRING
HIGHpackages/training/scripts/lib/adapters/trajectories.py397 """Best-effort cast of a string to bool/int/float/null, else strip & return."""STRING
HIGH⚡packages/training/scripts/inference/heartbeat.py16 "spec_decode_accept_rate": float|null, # accepted / proposed since prev scrape, null if unsupportedSTRING
HIGH⚡packages/training/scripts/inference/heartbeat.py17 "apc_hit_rate": float|null, # cache hits / queries since prev scrape, null if unsupportedSTRING
HIGH⚡packages/training/scripts/inference/heartbeat.py18 "peak_vram_mb": int|null} # max(memory.used) across visible GPUsSTRING
HIGHpackages/training/scripts/kokoro/eval_kokoro.py433 "boolean. Publish flows gate on `gateResult.passed && comparison.beatsBaseline`."CODE
HIGHpackages/training/scripts/rl/online_env.py6 Terminal 1: cd packages/sim && bun run bridge-serverSTRING
HIGHpackages/training/scripts/rl/kl_controller.py144 KL(policy || reference) = sum(policy_logprob - reference_logprob)STRING
HIGH⚡packages/training/scripts/rl/kl_controller.py555 KL(P || Q) = sum(P * log(P/Q))STRING
HIGH…/suites/lifeops-bench/eliza_lifeops_bench/evaluator.py722 '{"applies": false, "response": null}'CODE
HIGH…uites/experience/elizaos_experience_bench/generator.py430 "problem_action": "git push origin main && deploy",CODE
HIGH…benchmarks/suites/terminal-bench/evaluator_ablation.py88 "cd /workspace && python -m unittest discover tests/"STRING
HIGH…benchmarks/suites/terminal-bench/evaluator_ablation.py122git stash -q 2>/dev/null || trueCODE
HIGH…benchmarks/suites/terminal-bench/evaluator_ablation.py125git checkout -q "$MAIN" 2>/dev/null || trueCODE
HIGH⚡…benchmarks/suites/terminal-bench/evaluator_ablation.py136 "cd /workspace && git init && git config user.email 'test@test.com' && "STRING
HIGH⚡…benchmarks/suites/terminal-bench/evaluator_ablation.py140 "mkdir -p src && echo 'print(\"hello\")' > src/app.py && "STRING
HIGH…benchmarks/suites/terminal-bench/evaluator_ablation.py175 "cd /workspace && make"STRING
HIGH…benchmarks/suites/terminal-bench/evaluator_ablation.py226 "cd /workspace && python3 process.py"STRING
HIGH⚡…s/terminal-bench/elizaos_terminal_bench/environment.py1038 ["bash", "-lc", "command -v apt-get >/dev/null && apt-get update && apt-get install -y tmux"],CODE
HIGH⚡…s/terminal-bench/elizaos_terminal_bench/environment.py1039 ["bash", "-lc", "command -v apk >/dev/null && apk add --no-cache tmux"],CODE
HIGH⚡…s/terminal-bench/elizaos_terminal_bench/environment.py1040 ["bash", "-lc", "command -v yum >/dev/null && yum install -y tmux"],CODE
HIGH⚡…s/terminal-bench/elizaos_terminal_bench/environment.py1041 ["bash", "-lc", "command -v microdnf >/dev/null && microdnf install -y tmux"],CODE
HIGH…s/terminal-bench/elizaos_terminal_bench/environment.py1058 f"tmux kill-session -t {self.SESSION_NAME} 2>/dev/null; "CODE
HIGH…inal-bench/tasks/git-multibranch/tests/test_outputs.py43spawn bash -c "cd project-test && git push -u origin main"CODE
HIGH…inal-bench/tasks/git-multibranch/tests/test_outputs.py56spawn bash -c "cd project-test && git push -u origin dev"CODE
HIGH…inal-bench/tasks/git-multibranch/tests/test_outputs.py72 MAIN=$(curl -sk --max-time 5 https://localhost:8443/index.html 2>/dev/null || echo "")CODE
HIGH…inal-bench/tasks/git-multibranch/tests/test_outputs.py73 DEV=$(curl -sk --max-time 5 https://localhost:8443/dev/index.html 2>/dev/null || echo "")CODE
HIGH…bench/tasks/setup-custom-dev-env/tests/test_outputs.py65 f"source /root/.zshrc && echo $plugins output: {result_output}"CODE
HIGH⚡…s/terminal-bench/tasks/play-lord/tests/test_outputs.py166 # Check that player's last_login timestamp is reasonable (not null)COMMENT
HIGH⚡…terminal-bench/tasks/extract-elf/tests/test_outputs.py52 let textSection = null;CODE
HIGH⚡…terminal-bench/tasks/extract-elf/tests/test_outputs.py53 let dataSection = null;CODE
HIGH⚡…terminal-bench/tasks/extract-elf/tests/test_outputs.py54 let rodataSection = null;CODE
HIGH…terminal-bench/tasks/extract-elf/tests/test_outputs.py68 symbolTableSections.push(section);CODE
HIGH…terminal-bench/tasks/extract-elf/tests/test_outputs.py74 .filter(s => s !== null);CODE
HIGH…terminal-bench/tasks/extract-elf/tests/test_outputs.py114 functionBounds.push([symbol.value, symbol.size, symbolName]);CODE
HIGH…terminal-bench/tasks/extract-elf/tests/test_outputs.py235 sectionHeaders.push(section);CODE
HIGH…terminal-bench/tasks/extract-elf/tests/test_outputs.py290 while (end < strTab.length && strTab[end] !== 0) {CODE
HIGH…marks/suites/terminal-bench/tasks/regex-chess/check.py33 board_copy.push(move)CODE
HIGH…marks/suites/terminal-bench/tasks/regex-chess/check.py90 board.push(move)CODE
HIGH…terminal-bench/tasks/regex-chess/tests/test_outputs.py29 board_copy.push(move)CODE
HIGH…terminal-bench/tasks/regex-chess/tests/test_outputs.py90 board.push(move)CODE
HIGH⚡…minal-bench/tasks/interactive-maze-game/maze_server.py420 os.system("cd /app && python gen_maze.py")CODE
HIGH…tasks/adaptive-rejection-sampler/tests/test_outputs.py56 if (abs(mean_val) < 0.2 && std_val > 0.8 && std_val < 1.2) {CODE
HIGH…rminal-bench/tasks/amuse-install/tests/test_outputs.py61 command = f"source /app/amuse/.venv/bin/activate && python {str(script_path)}"CODE
HIGH…/feal-differential-cryptanalysis/tests/test_outputs.py20 print(os.popen("(cd /tests && python setup.py build_ext --inplace)").read())CODE
HIGH…bench/tasks/install-klee-minimal/tests/test_outputs.py16 ["bash", "-c", "source ~/.bashrc && klee --version"],CODE
HIGH…bench/tasks/install-klee-minimal/tests/test_outputs.py58 "source ~/.bashrc && clang-16 -emit-llvm -c -g -O0 -Xclang -disable-O0-optnone test.c -o test.bc",STRING
HIGH…bench/tasks/install-klee-minimal/tests/test_outputs.py76 ["bash", "-c", "source ~/.bashrc && klee test.bc"],STRING
HIGH⚡…asks/acl-permissions-inheritance/tests/test_outputs.py198 "id mallory >/dev/null 2>&1 || useradd -m -s /bin/bash mallory",CODE
HIGH…erminal-bench/tasks/sam-cell-seg/tests/test_outputs.py195 assert out_df.columns.equals(correct_df.columns), (CODE
HIGH…hmarks/suites/terminal-bench/tests/test_environment.py165 result = await env.execute("cat /app/input.txt && cat /app/nested/value.txt")CODE
HIGH…uites/mint/upstream/mint/agents/vllm_feedback_agent.py187 # Invalid response object from API: '{"object":"error","message":"This model\'s maximum context length is 40COMMENT
HIGH…chmarks/suites/mint/upstream/mint/agents/vllm_agent.py92 # Invalid response object from API: '{"object":"error","message":"This model\'s maximum context length is 40COMMENT
HIGH…s/benchmarks/suites/app-eval/test_code_agent_coding.py104 "mkdir -p src && printf 'export const answer = 42\\n' "CODE
21 more matches not shown…
Slop Phrases143 hits · 398 pts
SeverityFileLineSnippetContext
MEDIUMplugins/plugin-vision/src/eliza1-bridge.test.ts194 imageDescriptionResult: { description: "I'm unable to analyze images" },CODE
MEDIUMplugins/plugin-vision/src/service.ts1383 * "I'm unable to analyze images" sentinel or empty.COMMENT
MEDIUMplugins/plugin-vision/src/service.ts1399 description.includes("I'm unable to analyze images") ||CODE
MEDIUM…__tests__/cerebras-spawn-subagent-refusal.live.test.ts7 * `replyText` ("I'm unable to spawn a sub-agent in this context. I canCOMMENT
MEDIUM…__tests__/cerebras-spawn-subagent-refusal.live.test.ts78replyText: brief acknowledgement on the planning path. NEVER refuse — the planner stage will handle the action. Refusal CODE
MEDIUMpackages/core/src/types/components.ts168 * Example content with associated user for demonstration purposesCOMMENT
MEDIUM…ckages/training/scripts/validate_converted_datasets.py30 "As an AI language model",CODE
MEDIUMpackages/training/scripts/convert_openclaw_to_eliza.py47 "As an AI language model",CODE
MEDIUMpackages/training/scripts/convert_xlam_to_eliza.py49 "As an AI language model",CODE
MEDIUM…ckages/training/scripts/transform_task_reply_deslop.py9 - "Let me know if you need..." trailing offers (1,546 records)STRING
MEDIUM…ckages/training/scripts/transform_task_reply_deslop.py64 # "Let me know if you need anything else / further help / more info."COMMENT
LOW…ining/scripts/transform_diversify_password_template.py25# Match: "Here is your new password: <pw>. Please make sure to save it in aCOMMENT
MEDIUMpackages/training/scripts/convert_hermes_to_eliza.py54 "As an AI language model",CODE
MEDIUM…ges/training/scripts/transform_remove_system_tropes.py13 - Leading "As an AI language model, " and variantsSTRING
MEDIUM…ges/training/scripts/transform_remove_system_tropes.py14 - Trailing " Let me know if you need anything else!" and variantsSTRING
MEDIUM⚡…ges/training/scripts/transform_remove_system_tropes.py79 r"|(?:Please |Don't hesitate to )?let me know if you need anything else[.!?]?)"CODE
MEDIUM…kages/training/scripts/transform_diversify_refusals.py35 # "I'm (sorry/afraid), (but) I'm unable to (assist|perform|help) ..."COMMENT
LOW…ting/scenarios/group-chat/behavior/losona.scenarios.ts110 text: "oh yeah don't forget to do that before month-end close.",CODE
LOW…os/conversation-quality/convq.answered-nag.scenario.ts7 * open ("don't forget to call the dentist"), or re-lists the now-done call asCOMMENT
MEDIUM…os/_authoring/candidates/live/reminders_batch_001.json186 "instruction": "Remind me to water the garden every Saturday morning. I'm usually up by 08:30, but let me know if yoCODE
MEDIUM…ios/_authoring/candidates/live/contacts_batch_001.json96 "instruction": "I need Kai's university email for the group project. It's not in my contacts. Can you locate it fromCODE
MEDIUM…s-bench/eliza_lifeops_bench/scenarios/live/contacts.py146 instruction="I need Kai's university email for the group project. It's not in my contacts. Can you locate it froCODE
MEDIUM…-bench/eliza_lifeops_bench/scenarios/live/reminders.py233 instruction="Remind me to water the garden every Saturday morning. I'm usually up by 08:30, but let me know if yCODE
MEDIUM…/terminal-bench/tasks/dna-assembly/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…erminal-bench/tasks/gomoku-planner/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…rs-from-eigenvalues-research-paper/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…tes/terminal-bench/tasks/regex-log/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…nch/tasks/large-scale-text-editing/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…minal-bench/tasks/jsonl-aggregator/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…/terminal-bench/tasks/assign-seats/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…bench/tasks/3d-model-format-legacy/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…/terminal-bench/tasks/movie-helper/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…erminal-bench/tasks/speech-to-text/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…inal-bench/tasks/cpp-compatibility/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…ench/tasks/log-summary-date-ranges/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…terminal-bench/tasks/vertex-solver/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…bench/tasks/constraints-scheduling/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…al-bench/tasks/train-bpe-tokenizer/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…s/terminal-bench/tasks/pypi-server/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…l-bench/tasks/setup-custom-dev-env/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…inal-bench/tasks/sparql-university/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…nal-bench/tasks/cancel-async-tasks/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…sks/leelachess0-pytorch-conversion/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…es/terminal-bench/tasks/ilp-solver/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…ench/tasks/merge-diff-arc-agi-task/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
LOW…al-bench/tasks/pytorch-model-cli/task-deps/lodepng.cpp70lodepng source code. Don't forget to remove "static" if you copypaste themCODE
MEDIUM…al-bench/tasks/html-finance-verify/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…rminal-bench/tasks/code-from-image/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…minal-bench/tasks/protein-assembly/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…tes/terminal-bench/tasks/tune-mjcf/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…nal-bench/tasks/huarong-dao-solver/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…-bench/tasks/deterministic-tarball/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…inal-bench/tasks/vulnerable-secret/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…inal-bench/tasks/llm-spec-decoding/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…rminal-bench/tasks/pcap-to-netflow/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…-bench/tasks/hf-train-lora-adapter/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…al-bench/tasks/cobol-modernization/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…ch/tasks/mixed-integer-programming/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…/terminal-bench/tasks/sudo-llvm-ir/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
MEDIUM…nal-bench/tasks/mnist-learning-fix/docker-compose.yaml1# You usually don't need to modify anything in this file, but you can use it to addCOMMENT
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Structural Annotation Overuse212 hits · 376 pts
SeverityFileLineSnippetContext
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh131# Step 2: Create test project directoryCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh136# Step 3: Setup source version environmentCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh532# Step 4: Install source version dependenciesCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh538# Step 5: Initialize database with source version schemaCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh543# Step 6: Seed test dataCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh549# Step 7: Capture BEFORE stateCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh559# Step 8: Upgrade to local buildCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh790# Step 9: Run agent with local build (triggers migration)COMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh796# Step 10: Capture AFTER stateCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh806# Step 11: Show DIFFCOMMENT
LOW…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh113# Step 1: Start PostgreSQLCOMMENT
LOW…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh821# Step 12: Run verificationCOMMENT
LOWplugins/plugin-discord/discord-history.ts740 // Step 1: Catch up on new messagesCOMMENT
LOWplugins/plugin-discord/discord-history.ts947 // Step 2: Determine backfill directionCOMMENT
LOWplugins/plugin-discord/discord-history.ts971 // Step 3: Backfill older messagesCOMMENT
LOW⚡…assistant/test/spine-and-first-run.integration.test.ts90 // Step 1: ask wake time → status=needs_more_input.COMMENT
LOW⚡…assistant/test/spine-and-first-run.integration.test.ts94 // Step 2: provide wake time → completes.COMMENT
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LOW…assistant/test/spine-and-first-run.integration.test.ts130 // Step 4: apply lifecycle verbs across the seeded tasks.COMMENT
LOW…-assistant/src/lifeops/entities/voice-observer.test.ts464 // Step 1: Shaw introduces Jill.COMMENT
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LOW…sonal-assistant/src/lifeops/entities/voice-observer.ts149 // Step 1: bind the imprint to an entity (create or match).COMMENT
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LOW⚡…in-agent-orchestrator/src/services/workspace-github.ts168 // Step 1: Request device codeCOMMENT
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LOW⚡…in-agent-orchestrator/src/services/workspace-github.ts191 // Step 4: Create client with the obtained tokenCOMMENT
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LOWpackages/app/scripts/voice-create-profile.ts302 // Step 1: run the freeze pipelineCOMMENT
LOWpackages/app/scripts/voice-create-profile.ts357 // Step 2: update catalog.jsonCOMMENT
LOWpackages/app/scripts/voice-create-profile.ts387 // Step 3: append CHANGELOG.mdCOMMENT
LOW⚡packages/app/scripts/build-image.sh162# Step 1: Patch packages/app/vite.config.tsCOMMENT
LOW⚡packages/app/scripts/build-image.sh255# Step 2: Install dependenciesCOMMENT
LOW⚡packages/app/scripts/build-image.sh283# Step 3: Build TypeScript with tsdownCOMMENT
LOW⚡packages/app/scripts/build-image.sh299# Step 4: Build Vite UICOMMENT
LOW⚡packages/app/scripts/build-image.sh314# Step 5: Revert vite.config.ts patchCOMMENT
LOW⚡packages/app/scripts/build-image.sh327# Step 6: Docker buildCOMMENT
LOW⚡packages/app/scripts/electrobun/bench-cloud-login.ts175 // Step 1: Create CLI sessionCOMMENT
LOWpackages/app/scripts/electrobun/bench-cloud-login.ts217 // Step 3: Poll for auth statusCOMMENT
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LOWpackages/auth/src/vault/manager.ts543 // Step 1: probe `op whoami --account=<sh>` with no session token. WhenCOMMENT
LOWpackages/auth/src/vault/manager.ts558 // Step 2: fall back to the stored session token path.COMMENT
LOWpackages/auth/src/vault/external-credentials.ts101 // Step 1: list Login items as JSON. `--format=json` is the documentedCOMMENT
LOW…ages/training/scripts/turn_detector/convert_to_gguf.py242 # Step 1: HF -> f16 GGUF. convert_hf_to_gguf.py picks up the arch fromCOMMENT
LOW…ages/training/scripts/turn_detector/convert_to_gguf.py274 # Step 2: llama-quantize per requested level.COMMENT
LOW…es/training/scripts/voice/samantha_lora/prep_corpus.py220 # Step 1: validate.COMMENT
LOW…es/training/scripts/voice/samantha_lora/prep_corpus.py269 # Step 5: split.COMMENT
LOW⚡…es/training/scripts/voice/samantha_lora/prep_corpus.py282 # Step 6: write splits.COMMENT
LOW⚡…es/training/scripts/voice/samantha_lora/prep_corpus.py292 # Step 7: manifest.COMMENT
LOWpackages/training/scripts/cloud/eliza-cloud-register.sh78 # Step 2: upsert Vast template (idempotent).COMMENT
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LOWpackages/training/scripts/kokoro/run_g3_pipeline.py170 # Step 1: Synthesize distillation corpus with same ref_s teacherCOMMENT
LOWpackages/training/scripts/kokoro/run_g3_pipeline.py198 # Step 2: Merge with augmented real corpus at ≥80% distilled ratioCOMMENT
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LOWpackages/training/scripts/kokoro/run_g3_pipeline.py255 # Step 4: EvaluateCOMMENT
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Verbosity Indicators207 hits · 370 pts
SeverityFileLineSnippetContext
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh131# Step 2: Create test project directoryCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh136# Step 3: Setup source version environmentCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh532# Step 4: Install source version dependenciesCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh538# Step 5: Initialize database with source version schemaCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh543# Step 6: Seed test dataCOMMENT
LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh549# Step 7: Capture BEFORE stateCOMMENT
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LOW⚡…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh806# Step 11: Show DIFFCOMMENT
LOW…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh113# Step 1: Start PostgreSQLCOMMENT
LOW…in-sql/src/__tests__/migration/e2e/run-upgrade-test.sh821# Step 12: Run verificationCOMMENT
LOWplugins/plugin-discord/discord-history.ts740 // Step 1: Catch up on new messagesCOMMENT
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LOW…-assistant/src/lifeops/entities/voice-observer.test.ts464 // Step 1: Shaw introduces Jill.COMMENT
LOW…-assistant/src/lifeops/entities/voice-observer.test.ts475 // Step 2: Jill speaks — new voice cluster + no prior entity binding.COMMENT
LOW…sonal-assistant/src/lifeops/entities/voice-observer.ts149 // Step 1: bind the imprint to an entity (create or match).COMMENT
LOW…sonal-assistant/src/lifeops/entities/voice-observer.ts167 // Step 2: realize any pending relationships the binding resolved.COMMENT
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LOW…sonal-assistant/src/lifeops/entities/voice-observer.ts228 // Step 4: a self-affiliation claim ("I'm John from the accounting team",COMMENT
LOW⚡…in-agent-orchestrator/src/services/workspace-github.ts168 // Step 1: Request device codeCOMMENT
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LOWpackages/ui/src/api/client-cloud.ts3828 // Step 1: Create agentCOMMENT
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LOWpackages/app/scripts/voice-create-profile.ts302 // Step 1: run the freeze pipelineCOMMENT
LOWpackages/app/scripts/voice-create-profile.ts357 // Step 2: update catalog.jsonCOMMENT
LOWpackages/app/scripts/voice-create-profile.ts387 // Step 3: append CHANGELOG.mdCOMMENT
LOW⚡packages/app/scripts/build-image.sh162# Step 1: Patch packages/app/vite.config.tsCOMMENT
LOW⚡packages/app/scripts/build-image.sh255# Step 2: Install dependenciesCOMMENT
LOW⚡packages/app/scripts/build-image.sh283# Step 3: Build TypeScript with tsdownCOMMENT
LOW⚡packages/app/scripts/build-image.sh299# Step 4: Build Vite UICOMMENT
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LOW⚡packages/app/scripts/build-image.sh327# Step 6: Docker buildCOMMENT
LOW⚡packages/app/scripts/electrobun/bench-cloud-login.ts175 // Step 1: Create CLI sessionCOMMENT
LOWpackages/app/scripts/electrobun/bench-cloud-login.ts217 // Step 3: Poll for auth statusCOMMENT
LOWpackages/app/scripts/voice/voice-models-publish-all.ts186 // Step 1: Create the repo (idempotent — fails silently if exists)COMMENT
LOWpackages/app/scripts/voice/voice-models-publish-all.ts203 // Step 2: Upload staging dir contentsCOMMENT
LOWpackages/auth/src/vault/manager.ts543 // Step 1: probe `op whoami --account=<sh>` with no session token. WhenCOMMENT
LOWpackages/auth/src/vault/manager.ts558 // Step 2: fall back to the stored session token path.COMMENT
LOWpackages/auth/src/vault/external-credentials.ts101 // Step 1: list Login items as JSON. `--format=json` is the documentedCOMMENT
LOW…ages/training/scripts/turn_detector/convert_to_gguf.py242 # Step 1: HF -> f16 GGUF. convert_hf_to_gguf.py picks up the arch fromCOMMENT
LOW…ages/training/scripts/turn_detector/convert_to_gguf.py274 # Step 2: llama-quantize per requested level.COMMENT
LOW…es/training/scripts/voice/samantha_lora/prep_corpus.py220 # Step 1: validate.COMMENT
LOW…es/training/scripts/voice/samantha_lora/prep_corpus.py269 # Step 5: split.COMMENT
LOW⚡…es/training/scripts/voice/samantha_lora/prep_corpus.py282 # Step 6: write splits.COMMENT
LOW⚡…es/training/scripts/voice/samantha_lora/prep_corpus.py292 # Step 7: manifest.COMMENT
LOWpackages/training/scripts/cloud/eliza-cloud-register.sh78 # Step 2: upsert Vast template (idempotent).COMMENT
LOWpackages/training/scripts/cloud/eliza-cloud-register.sh102 # Step 3: provision endpoint against the template.COMMENT
LOWpackages/training/scripts/kokoro/run_g3_pipeline.py170 # Step 1: Synthesize distillation corpus with same ref_s teacherCOMMENT
LOWpackages/training/scripts/kokoro/run_g3_pipeline.py198 # Step 2: Merge with augmented real corpus at ≥80% distilled ratioCOMMENT
LOWpackages/training/scripts/kokoro/run_g3_pipeline.py212 # Step 3: Run full-FT on merged corpusCOMMENT
LOWpackages/training/scripts/kokoro/run_g3_pipeline.py255 # Step 4: EvaluateCOMMENT
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Docstring Block Structure65 hits · 325 pts
SeverityFileLineSnippetContext
HIGHpackages/training/scripts/rl/rewards.py975 Compute counterfactual: what would have happened without action? This answers the question: "Did the agent's aSTRING
HIGH…tes/terminal-bench/tasks/mailman/tests/test_outputs.py27 Retry utility for a function call. Args: func: function to execute retries: number of retries STRING
HIGH…hmarks/suites/terminal-bench/tasks/mailman/src/eval.py24 Retry utility for a function call. Args: func: function to execute retries: number of retries STRING
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HIGH…enchmarks/suites/nl2repo/test_files/databases/start.md1174 Execute query and return single result record Args: query: SQL query statement or STRING
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HIGH…enchmarks/suites/nl2repo/test_files/databases/start.md1209 Iterate query results as async generator Args: query: SQL query statement or ClausSTRING
HIGH…ites/nl2repo/test_files/pythonprojecttemplate/start.md164Return the multiplication of self and left vector or number. Args: other: Other instance or scaler value (rSTRING
HIGH…ites/nl2repo/test_files/pythonprojecttemplate/start.md191Return the multiplication of self and left vector or number. Args: other: Other instance or scaler value (rSTRING
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HIGH…ges/benchmarks/suites/nl2repo/test_files/tqdm/start.md2684 Context manager redirecting stdout/stderr to tqdm.write() Parameters: None Returns: generSTRING
HIGH…ges/benchmarks/suites/nl2repo/test_files/tqdm/start.md2708 Cast string values to appropriate types for CLI Parameters: val : str String value to cast STRING
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HIGH…uites/nl2repo/test_files/unittest-parametrize/start.md148 Args: self: The test case instance args: The argumeSTRING
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HIGH…mm_agents/coact/autogen/agentchat/conversable_agent.py3565Decorator for registering a function to be used by an agent. Args: func_or_tool: The functiSTRING
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HIGH…ts/coact/autogen/agentchat/group/context_expression.py165Evaluate the expression using the provided context variables. Args: context_variables: Dictionary oSTRING
HIGH…ld/mm_agents/coact/autogen/agentchat/group/handoffs.py202 Add a single condition (OnContextCondition or OnCondition). Args: condition: The conditionSTRING
HIGH…ld/mm_agents/coact/autogen/agentchat/group/handoffs.py224 Add multiple conditions of any supported types (OnContextCondition and OnCondition). Args: STRING
HIGH…mm_agents/coact/autogen/agentchat/contrib/img_utils.py355Calculate the number of tokens required to process an image based on its dimensions after scaling for different GPT STRING
HIGH…en/agentchat/contrib/capabilities/vision_capability.py105Processes the last received message content by normalizing and augmenting it with descriptions of any included iSTRING
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HIGH…ogen/agentchat/realtime/experimental/realtime_swarm.py55 Parse a message into an OpenAI-compatible message format. Args: message: The message to parse. STRING
HIGH…ld/mm_agents/coact/autogen/interop/interoperability.py26Converts a given tool to an instance of a specified interoperability type. Args: tool (Any): The toSTRING
HIGH…ld/mm_agents/coact/autogen/interop/interoperability.py44Retrieves the interoperability class corresponding to the specified type. Args: type (str): The typSTRING
HIGH…World/mm_agents/coact/autogen/interop/crewai/crewai.py37Converts a given CrewAI tool into a general `Tool` format. This method ensures that the provided tool is a valiSTRING
HIGH…ents/coact/autogen/interop/langchain/langchain_tool.py33Converts a given Langchain tool into a general `Tool` format. This method verifies that the provided tool is a STRING
HIGH…gents/coact/autogen/interop/pydantic_ai/pydantic_ai.py43Wraps the tool's function to inject context parameters and handle retries. This method ensures that context parSTRING
HIGH…gents/coact/autogen/interop/pydantic_ai/pydantic_ai.py96Converts a given Pydantic AI tool into a general `Tool` format. This method verifies that the provided tool is STRING
HIGH…es/OSWorld/mm_agents/coact/autogen/oai/client_utils.py30Validates a given config parameter, checking its type, values, and setting defaults Parameters: params (DictSTRING
HIGH…es/OSWorld/mm_agents/coact/autogen/oai/openai_utils.py213Get the first LLM config from the given LLM config. Args: llm_config (dict): The LLM config. Returns: STRING
HIGH…es/OSWorld/mm_agents/coact/autogen/oai/openai_utils.py246Get a list of configs for OpenAI API client (including Azure or local model deployments that support OpenAI's chat complSTRING
HIGH…es/OSWorld/mm_agents/coact/autogen/oai/openai_utils.py561Retrieves a list of API configurations from a JSON stored in an environment variable or a file. This function attemSTRING
HIGH…es/OSWorld/mm_agents/coact/autogen/oai/openai_utils.py672Load API configurations from a specified .env file or environment variables and construct a list of configurations. STRING
HIGH…ites/OSWorld/mm_agents/coact/autogen/coding/factory.py19(Experimental) Get a code executor based on the code execution config. Args: code_execution_config STRING
HIGH…es/OSWorld/mm_agents/os_symphony/utils/common_utils.py17 Attempts to evaluate the code into a pyautogui code snippet with grounded actions using the observation screenshot.STRING
5 more matches not shown…
Cross-Language Confusion (JS/TS)47 hits · 290 pts
SeverityFileLineSnippetContext
HIGH…gins/plugin-computeruse/src/platform/wayland-portal.ts63 print(call.stderr.strip() or call.stdout.strip() or "portal screenshot call failed", file=sys.stderr)CODE
HIGH…gins/plugin-computeruse/src/platform/wayland-portal.ts68 print("portal screenshot call did not return a request handle: " + call.stdout.strip(), file=sys.stderr)CODE
HIGH⚡…gins/plugin-computeruse/src/platform/wayland-portal.ts94 print("portal screenshot request was denied or cancelled (response=%d)" % response_code, file=sys.stderr)CODE
HIGH⚡…gins/plugin-computeruse/src/platform/wayland-portal.ts98 print(uri.group(1))CODE
HIGH⚡…gins/plugin-computeruse/src/platform/wayland-portal.ts101 print("timed out waiting for portal screenshot response", file=sys.stderr)CODE
HIGH⚡plugins/plugin-computeruse/src/platform/a11y.ts197 print("\\n".join(lines[:200]))CODE
HIGH⚡plugins/plugin-computeruse/src/platform/a11y.ts199 print(f"AT-SPI unavailable: {e}")CODE
HIGHplugins/plugin-computeruse/src/platform/windows-list.ts285print(out.joined(separator: "<<WIN>>"))`;CODE
HIGHplugins/plugin-computeruse/src/scene/a11y-provider.ts174 print(json.dumps({"nodes": [], "unavailable": True}))CODE
HIGH⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts214 print(json.dumps({"nodes": out, "failed": failed, "total": total}))CODE
HIGH⚡plugins/plugin-computeruse/src/scene/a11y-provider.ts216 print(json.dumps({"nodes": out, "failed": failed, "total": total, "error": str(e)}))CODE
HIGHplugins/plugin-vision/src/ocr-service-paddleocr.ts71 print("[]")CODE
HIGH⚡plugins/plugin-vision/src/ocr-service-paddleocr.ts110print(json.dumps(out))CODE
HIGH…/src/cloud-ui/components/code/code-display.stories.tsx80print(fibonacci(10))`,CODE
HIGH…p/scripts/ios-xcframework/run-physical-device-smoke.ts1618 print("ELIZA_IOS_TPS_RESULT " + String(data: reportData, encoding: .utf8)!)CODE
HIGH…p/scripts/ios-xcframework/run-physical-device-smoke.ts1648 print("ELIZA_IOS_TPS_RESULT " + String(data: reportData, encoding: .utf8)!)CODE
HIGH…s/benchmarks/suites/voicebench/typescript/src/bench.ts440print(" ".join(segment.text.strip() for segment in segments).strip())CODE
HIGH…/cloud/shared/src/lib/services/docker-compute-lease.ts114 return NoneCODE
HIGH…/cloud/shared/src/lib/services/docker-compute-lease.ts315 print(json.dumps({'containerId': container_id, 'error': type(error).__name__}), file=sys.stdCODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts329 elif operation == 'grant':CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts330 print(json.dumps(grant(json.load(sys.stdin))))CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts331 elif operation == 'start':CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts332 print(json.dumps(start(json.load(sys.stdin))))CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts333 elif operation == 'revoke':CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts334 print(json.dumps(revoke(json.load(sys.stdin))))CODE
HIGH⚡…/cloud/shared/src/lib/services/docker-compute-lease.ts343 print(json.dumps({'error': str(error) if isinstance(error, RuntimeError) else type(error).__name__}), file=sys.sCODE
HIGH⚡…ed/src/lib/services/docker-runtime-observation.test.ts62 elif query.startswith('name='): rows=[c for c in state['containers'] if re.fullmatch(query[5:],c['Name'])]CODE
HIGH⚡…ed/src/lib/services/docker-runtime-observation.test.ts64 print('\n'.join(c['Id'] for c in rows))CODE
HIGH⚡…ed/src/lib/services/docker-runtime-observation.test.ts65elif args[0]=='inspect':CODE
HIGH⚡…ed/src/lib/services/docker-runtime-observation.test.ts68 print(json.dumps(rows[0]))CODE
HIGH⚡…ed/src/lib/services/docker-runtime-observation.test.ts69elif args[0] in ('stop','rm'):CODE
HIGH…/shared/src/lib/services/docker-runtime-observation.ts32 print(json.dumps({'kind':'absent'})); sys.exit(0)CODE
HIGH…/shared/src/lib/services/docker-runtime-observation.ts41print(json.dumps({'kind':'present', 'containerId':state['Id'], 'labels':state['Config']['Labels'] or {}, 'running':stateCODE
HIGH…/shared/src/lib/services/docker-runtime-observation.ts53print(json.dumps({'kind':'absent'}))CODE
HIGH…/shared/src/lib/services/docker-runtime-observation.ts79print(json.dumps({'kind':'present', 'containerId':after['Id'], 'labels':after['Config']['Labels'] or {}, 'running':FalseCODE
HIGH…/shared/src/lib/services/docker-runtime-observation.ts91print(json.dumps({'kind':'present', 'containerId':after['Id'], 'labels':after['Config']['Labels'] or {}, 'running':True}CODE
HIGH⚡…oud/shared/src/lib/services/docker-sandbox-provider.ts2130 print(f"[docker-sandbox] Steward agent delete failed with status {status}", file=sys.stderr)CODE
HIGH⚡…oud/shared/src/lib/services/docker-sandbox-provider.ts2135 print("[docker-sandbox] Steward agent delete request failed", file=sys.stderr)CODE
HIGH…oud/shared/src/lib/services/docker-sandbox-provider.ts1184 print("[docker-sandbox] Invalid Steward stdin payload", file=sys.stderr)CODE
HIGH…oud/shared/src/lib/services/docker-sandbox-provider.ts2119 return NoneCODE
HIGH…oud/shared/src/lib/services/docker-sandbox-provider.ts2298 return NoneCODE
HIGH…oud/shared/src/lib/services/docker-sandbox-provider.ts2320 print("[docker-sandbox] Steward request failed", file=sys.stderr)CODE
HIGH…oud/shared/src/lib/services/docker-sandbox-provider.ts2335 print(body.decode("utf-8"))CODE
HIGH…ges/cloud/scripts/admin/arm-headscale-control-plane.ts1113 elif [ "$public_fingerprint" != "$expected_public_fingerprint" ]; thenCODE
HIGH…ges/cloud/scripts/admin/arm-headscale-control-plane.ts1286elif ! id -nG headscale | grep -Eq '(^|[[:space:]])headscale([[:space:]]|$)'; thenCODE
HIGH…ges/cloud/scripts/admin/arm-headscale-control-plane.ts1367 elif sudo systemctl is-failed --quiet headscale; thenCODE
HIGH…s/os/scripts/__tests__/aosp-builder-infra.node.test.ts77print(json.dumps([f for f in d.get("write_files",[]) if f["content"].startswith("#!")]))`,CODE
Modern AI Meta-Vocabulary96 hits · 282 pts
SeverityFileLineSnippetContext
MEDIUM…ugin-local-inference/src/services/structured-output.ts381// per sampled token, including on the scaffold positions that the grammarCOMMENT
MEDIUM…ugin-local-inference/src/services/structured-output.ts509 // Tail scaffold after the last free span.COMMENT
MEDIUM…cal-inference/src/services/voice/transcript-service.ts2 * TranscriptService (#8789) — orchestrates a finished recording into both homes:COMMENT
MEDIUM…gins/plugin-inbox/test/triage-optimized-prompt.test.ts85 // The dynamic message scaffold is preserved around the instructions.COMMENT
MEDIUMplugins/plugin-goals/src/plugin.ts27 // register their scaffold handlers here.COMMENT
MEDIUMplugins/plugin-assistant/src/runtime/planner-loop.ts4628 // scaffold. Opt out with `ELIZA_LOCAL_GUIDED_DECODE=0`. Cloud adaptersCOMMENT
MEDIUM…assistant/src/__tests__/stage1/response-format.test.ts621 // "poem", so an all-caps "POEM" echo stays classified as enum/scaffoldCOMMENT
MEDIUM…ugin-assistant/src/services/message/stage1-decision.ts564 // envelope with it so the model never spends tokens on the scaffold; theCOMMENT
MEDIUM…ugin-assistant/src/services/message/stage1-decision.ts652 // forced scaffold spans. Opt out with `ELIZA_LOCAL_GUIDED_DECODE=0`.COMMENT
MEDIUM…gins/plugin-assistant/src/services/message/pipeline.ts839 // scaffold/fragment from strict-JSON generation — ship a clear deferralCOMMENT
MEDIUM…plugin-assistant/src/services/message/reply-quality.ts192 // (case-insensitive) — that reply is intentional, not the enum/scaffoldCOMMENT
MEDIUM…personal-assistant/test/brief-optimized-prompt.test.ts74 // The dynamic header + data scaffold is preserved around the instructions.COMMENT
MEDIUM…personal-assistant/test/brief-optimized-prompt.test.ts131 // These semantic guardrails survive optimized artifact replacement; noCOMMENT
MEDIUM…sonal-assistant/test/decomposition-integration.test.ts29// topology without their standalone action arrays so their scaffold/standaloneCOMMENT
MEDIUM…catalogs/neurotypical-control-adversarial.catalog.json71 "notes": "Live Cerebras gpt-oss-120b: FAILS 3/3 on develop (2026-07-06, #14356). The judge (no unsolicited scaffolCODE
MEDIUM…catalogs/neurotypical-control-adversarial.catalog.json119 "notes": "Live Cerebras gpt-oss-120b verified (2026-07-06, #14356): 'call the dentist' reminder created at the litCODE
MEDIUM…t/scenarios/_catalogs/adhd-follow-through.catalog.json80 "notes": "Live-only. End-of-day recap leads with wins, neutral carryover framing, consent before creating tomorrowCODE
MEDIUM…onal-assistant/src/lifeops/scheduled-task/scheduler.ts537 // queries touch O(# due rows + # event-driven rows with NULL) instead ofCOMMENT
MEDIUMplugins/plugin-wallet/src/sdk/index.ts684// ─── SpendingPolicy — Programmable spending guardrails ───────────────────────COMMENT
MEDIUMplugins/plugin-agent-orchestrator/src/actions/tasks.ts1107 // scaffold-aware caller opts out with lockWorkdir — see runSpawnAgent.COMMENT
MEDIUMplugins/plugin-agent-orchestrator/src/actions/tasks.ts1864 // deliberate operator policy. A scaffold-aware caller that KNOWS itsCOMMENT
MEDIUM…ugin-agent-orchestrator/src/services/workspace-diff.ts259// Dependency/build directories a fresh scaffold populates BEFORE anyCOMMENT
MEDIUM…-agent-orchestrator/src/services/sub-agent-identity.ts331 // error-policy:J7 identity scaffold is best-effort; a failure warns and mustCOMMENT
MEDIUMpackages/app/scripts/README.md1# `scripts/` — build, dev orchestration, toolingCOMMENT
MEDIUMpackages/app/scripts/dev-platform.ts5 * ## Why orchestrate instead of "just run electrbun"?COMMENT
MEDIUMpackages/training/datasets.yaml1638 # Agent / orchestration tool-call examples generated byCOMMENT
MEDIUMpackages/training/datasets.yaml1640 # agent/orchestration plugin surface — plugin-agent-orchestrator (10),COMMENT
MEDIUMpackages/training/scripts/translate_corpus.py501# protects against a single 30 kB JSON-encoded reasoning trace blowing upCOMMENT
MEDIUMpackages/training/scripts/validate_corpus.py605# ──────────────────────── orchestration ────────────────────────COMMENT
MEDIUMpackages/training/scripts/synthesize_action_pairs.py2432# ─── orchestration ──────────────────────────────────────────────────────COMMENT
MEDIUMpackages/training/scripts/synthesize_web3_actions.py1351# ───────────────────────────── orchestration ───────────────────────────COMMENT
MEDIUM…ages/training/scripts/synthesize_agent_orch_actions.py44# ─── shared planner-stage scaffolding ────────────────────────────────────COMMENT
MEDIUM…raining/scripts/manifest/stage_eliza1_bundle_assets.py123# embedding model) as GitHub release assets — they ship verbatim per bundleCOMMENT
MEDIUM…/training/scripts/manifest/test_stage_turn_detector.py17# without the package install (mirrors sibling test scaffolding).COMMENT
MEDIUM…ng/scripts/manifest/test_stage_eliza1_bundle_assets.py68 # which is independent of the asr_repo / VOICE_REPO test scaffolding.COMMENT
MEDIUM…es/training/scripts/publish/stage_base_v1_candidate.py564 # required key. This bundle ships no dedicated embedding modelCOMMENT
MEDIUMpackages/training/scripts/voice/build_sam_manifest.py347 # Flag and optionally exclude the known hallucination onCOMMENT
MEDIUMpackages/training/scripts/voice/audit_sam.sh21# hallucination '641.' (R12 §3.5). Non-fatal — pass throughCOMMENT
MEDIUMpackages/training/scripts/voice/audit_sam.sh81# 5. Known Whisper-base hallucination — warn only.COMMENT
MEDIUM…ages/training/scripts/voice/test_build_sam_manifest.py47 # Make samantha_002 the canonical "641." Whisper-base hallucination.COMMENT
MEDIUM…ages/training/scripts/voice/test_build_sam_manifest.py139 # known '641.' Whisper-base hallucination.COMMENT
MEDIUMpackages/training/scripts/asr/__init__.py1# ASR fine-tune scaffolding for frozen eliza-1 ASR artifacts.COMMENT
MEDIUMpackages/training/scripts/asr/README.md1# ASR fine-tune scaffold — frozen during Gemma cutoverCOMMENT
MEDIUMpackages/training/scripts/asr/configs/asr_same.yaml9# the scaffold + eval + manifest must land. Run with --synthetic-smoke in CI.COMMENT
MEDIUMpackages/training/scripts/lib/eliza_record.py68# adapters injected into records that lacked a real reasoning trace. TheCOMMENT
MEDIUMpackages/training/scripts/lib/eliza_record.py71# of producing a real chain-of-thought.COMMENT
MEDIUMpackages/training/scripts/lib/adapters/__init__.py58 # agentic / hermes tracesCOMMENT
MEDIUMpackages/training/scripts/lib/adapters/safety.py187 # carry trailing chain-of-thought we already split out.COMMENT
MEDIUMpackages/training/scripts/kokoro/stage_sam_corpus.py53# The Whisper-base hallucination flagged in R12-ai_voices.md §3.5. If theCOMMENT
MEDIUMpackages/training/scripts/kokoro/stage_sam_corpus.py155 # Suspicious transcript handling (Whisper-base hallucination knownCOMMENT
MEDIUM…ning/scripts/kokoro/__tests__/test_stage_sam_corpus.py34 "samantha_002": "641.", # The known Whisper-base hallucination.CODE
MEDIUM…raining/scripts/wakeword/train_eliza1_wakeword_head.py70# windows over 16 embeddings; each embedding is 96-dim; the embedding modelCOMMENT
MEDIUM…raining/scripts/wakeword/train_eliza1_wakeword_head.py198 # the raw log-mel straight into the embedding model — it does NOT applyCOMMENT
MEDIUM…raining/scripts/wakeword/train_eliza1_wakeword_head.py213 # openWakeWord rescales the melspectrogram before the embedding model.COMMENT
MEDIUM…raining/scripts/wakeword/train_eliza1_wakeword_head.py395 # embedding model, so a head must be trained `--no-mel-rescale` to runCOMMENT
MEDIUM…ining/scripts/wakeword/convert_openwakeword_to_gguf.py30 embed.<onnx-tensor-name> # speech embedding model weightsSTRING
MEDIUM…ining/scripts/wakeword/convert_openwakeword_to_gguf.py256 # 2. Speech embedding model.COMMENT
MEDIUMpackages/training/scripts/rl/quality_utils.py88 return -0.2 # Penalty for partial hallucination / missing argsCODE
MEDIUMpackages/training/scripts/rl/tinker/tinker_client.py1165 # token is protocol scaffolding and is never decoded as model output.COMMENT
MEDIUMpackages/agent/src/api/server-helpers-swarm.ts491 // "--- Swarm Coordination ---" scaffold plus embedded examples) — relayingCOMMENT
36 more matches not shown…
Fake / Example Data239 hits · 250 pts
SeverityFileLineSnippetContext
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts254 element.getAttribute?.("placeholder"),CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts303 element.getAttribute?.("placeholder"),CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts389 case "placeholder":CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts390 return { findBy: "placeholder", text: trimQuoted(rawValue) };CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts453 case "placeholder":CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts456 element.getAttribute("placeholder"),CODE
LOW…gin-browser/src/workspace/browser-workspace-desktop.ts1102 element.getAttribute("placeholder"),CODE
LOW…lugin-browser/src/workspace/browser-workspace-types.ts111 | "placeholder"CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts201 element.getAttribute("placeholder"),CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts401 case "placeholder":CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts403 findBy: "placeholder",CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts493 element.getAttribute("placeholder"),CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts559 case "placeholder":CODE
LOW…in-browser/src/workspace/browser-workspace-elements.ts563 element.getAttribute("placeholder") ?? "",CODE
LOWplugins/plugin-embeddings/registry-entry.json16 "placeholder": "e.g., https://api.openai.com/v1",CODE
LOWplugins/plugin-embeddings/registry-entry.json34 "placeholder": "e.g., text-embedding-3-small",CODE
LOWplugins/plugin-embeddings/registry-entry.json43 "placeholder": "e.g., https://api.openai.com/v1",CODE
LOWplugins/plugin-embeddings/registry-entry.json60 "placeholder": "e.g., text-embedding-3-small",CODE
LOW…s__/integration/connector-account-storage.real.test.ts120 email: "user@example.com",CODE
LOW…/src/__tests__/integration/entity-methods.real.test.ts660 names: ["John Doe", "Johnny"],CODE
LOW…/src/__tests__/integration/entity-methods.real.test.ts667 names: ["Jane Doe", "Janet"],CODE
LOW…/src/__tests__/integration/entity-methods.real.test.ts683 names: ["John Doe", "Jane Doe"],CODE
LOW…/src/__tests__/integration/entity-methods.real.test.ts683 names: ["John Doe", "Jane Doe"],CODE
LOW…sql/src/__tests__/integration/entity-crud.real.test.ts116 names: ["John Doe", "JD"],CODE
LOW…sql/src/__tests__/integration/entity-crud.real.test.ts122 names: ["Jane Doe", "JD2"],CODE
LOW⚡…sql/src/__tests__/integration/entity-crud.real.test.ts139 names: ["John Doe", "Jane Doe"],CODE
LOW⚡…sql/src/__tests__/integration/entity-crud.real.test.ts139 names: ["John Doe", "Jane Doe"],CODE
LOW⚡…sql/src/__tests__/integration/entity-crud.real.test.ts145 expect(names).toContain("John Doe");CODE
LOW⚡…sql/src/__tests__/integration/entity-crud.real.test.ts146 expect(names).toContain("Jane Doe");CODE
LOW…on-tests/02-drop-table-with-relationships.real.test.ts144 names: ["John Doe"],CODE
LOW⚡plugins/plugin-elizacloud/registry-entry.json40 "placeholder": "qwen-3.8-27b",CODE
LOW⚡plugins/plugin-elizacloud/registry-entry.json50 "placeholder": "qwen-3.8-27b",CODE
LOW⚡plugins/plugin-elizacloud/registry-entry.json60 "placeholder": "qwen-3.8-27b",CODE
LOW⚡plugins/plugin-elizacloud/registry-entry.json70 "placeholder": "qwen-3.8-27b",CODE
LOW⚡plugins/plugin-elizacloud/registry-entry.json80 "placeholder": "e.g., text-embedding-3-small",CODE
LOWplugins/plugin-elizacloud/registry-entry.json115 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOWplugins/plugin-elizacloud/registry-entry.json133 "placeholder": "e.g., tts-1, eleven_multilingual_v2",CODE
LOWplugins/plugin-calendar/src/internal/detail.ts189 "placeholder",CODE
LOWplugins/plugin-anthropic/registry-entry.json31 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOWplugins/plugin-anthropic/registry-entry.json41 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOW…secure-store/test/native-host/PasswordCustodyTest.java63 rejects(() -> PasswordFacets.webDomain("https", "user@example.com"));CODE
LOW…-inbox/src/inbox/email-curation-sender-address.test.ts11 "ops&dev@example.org",CODE
LOW…ant/src/features/basic-capabilities/contact-prompts.ts30 "contactName": "Jane Doe",CODE
LOW…s/working-memory/readAttachmentAction.delivery.test.ts38 "lorem ipsum ".repeat(400),CODE
LOW⚡plugins/plugin-openai/registry-entry.json47 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOW⚡plugins/plugin-openai/registry-entry.json57 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOW⚡plugins/plugin-openai/registry-entry.json66 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOW⚡plugins/plugin-openai/registry-entry.json76 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOW⚡plugins/plugin-openai/registry-entry.json86 "placeholder": "e.g., text-embedding-3-small",CODE
LOWplugins/plugin-openai/registry-entry.json121 "placeholder": "e.g., gpt-4o, claude-sonnet-4-20250514",CODE
LOWplugins/plugin-openai/registry-entry.json131 "placeholder": "e.g., tts-1, eleven_multilingual_v2",CODE
LOW…lationships/relationships.status-goals.set.scenario.ts55 notes: "Acme Inc",CODE
LOW…ips/followup.draft-cross-platform.telegram.scenario.ts38 notes: "Acme Inc",CODE
LOW…nships/followup.draft-cross-platform.gmail.scenario.ts38 notes: "Acme Inc",CODE
LOW…hips/followup.draft-cross-platform.discord.scenario.ts38 notes: "Acme Inc",CODE
LOW…enarios/relationships/rolodex.update-notes.scenario.ts56 notes: "Acme Inc",CODE
LOW…-assistant/src/lifeops/entities/voice-observer.test.ts322 ["Hi, I'm Maya with Acme Corp, nice to meet you", "Maya", "Acme Corp"],CODE
LOW…-assistant/src/lifeops/entities/voice-observer.test.ts336 ["I work at Acme Corp", "Acme Corp"],CODE
LOW…al-assistant/src/lifeops/entities/voice-attribution.ts208 * - "I work at Acme Corp" → {name:null, organization:"Acme Corp"}COMMENT
LOW…al-assistant/src/lifeops/entities/voice-attribution.ts273 // "long hair" organization. Accept: proper-noun orgs ("Acme Corp",COMMENT
179 more matches not shown…
Magic Placeholder Names17 hits · 80 pts
SeverityFileLineSnippetContext
HIGH.gitleaks.toml196 # `Authorization: Bearer YOUR_API_KEY` placeholders in documented curlCOMMENT
HIGH.gitleaks.toml201 '''YOUR_API_KEY''',STRING
HIGH…cloud-ui/components/docs/api-route-explorer-client.tsx101 curl += ` \\\n -H "Authorization: Bearer YOUR_API_KEY"`;CODE
HIGH…cloud-ui/components/docs/api-route-explorer-client.tsx490 &quot;Authorization: Bearer YOUR_API_KEY&quot;CODE
HIGH…cloud-ui/components/docs/api-route-explorer-client.tsx522 YOUR_API_KEYCODE
HIGH…cloud/monetization/affiliates/AffiliatesPageClient.tsx594 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGH…cloud/monetization/affiliates/AffiliatesPageClient.tsx625 "Authorization: Bearer YOUR_API_KEY"CODE
HIGHpackages/core/src/security/secrets.ts674 "your-api-key",CODE
HIGH…enchmarks/suites/nl2repo/test_files/verifiers/start.md865client = AsyncOpenAI(api_key="your-api-key")STRING
HIGH…enchmarks/suites/nl2repo/test_files/verifiers/start.md922client = AsyncOpenAI(api_key="your-api-key")STRING
HIGH…enchmarks/suites/nl2repo/test_files/verifiers/start.md969client = AsyncOpenAI(api_key="your-api-key")STRING
HIGH…enchmarks/suites/nl2repo/test_files/verifiers/start.md1008client = AsyncOpenAI(api_key="your-api-key")STRING
HIGHpackages/benchmarks/suites/OSWorld/mm_agents/agent.py581 # AZURE_OPENAI_API_KEY={{YOUR_API_KEY}}COMMENT
HIGH…arks/suites/OSWorld/mm_agents/aworldguiagent/README.md41 --ground_api_key YOUR_API_KEY \CODE
HIGH…arks/suites/OSWorld/mm_agents/aworldguiagent/README.md45 --model_api_key YOUR_API_KEY \CODE
HIGH…nchmarks/suites/OSWorld/mm_agents/uipath/llm_client.py14 # AZURE_OPENAI_API_KEY={{YOUR_API_KEY}}COMMENT
HIGHpackages/cloud/api/mcp/info/route.ts71 "Requires API key in Authorization header: Bearer YOUR_API_KEY",CODE
Example Usage Blocks44 hits · 68 pts
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LOW…in-local-inference/native/verify/nebius_h200_runner.sh21# Usage:COMMENT
LOW…ns/plugin-local-inference/native/verify/gpu/_common.sh25# Usage:COMMENT
LOWplugins/plugin-anthropic/docker-compose.test.yml9# Usage:COMMENT
LOW…/plugin-native-bun-runtime/ios/sqlite-vec/build-ios.sh9# Usage:COMMENT
LOWpackages/app/deploy/docker-compose.supabase-db.yml6# Usage:COMMENT
LOWpackages/app/deploy/deploy-to-nodes.sh4# Usage:COMMENT
LOWpackages/app/scripts/deploy-image.sh5# Usage:COMMENT
LOWpackages/app/scripts/worktree-env.sh4# Usage:COMMENT
LOWpackages/app/scripts/verify-agent-image.sh20# Usage:COMMENT
LOWpackages/app/scripts/build-image.sh5# Usage:COMMENT
LOWpackages/app/scripts/electrobun/smoke-test.sh4# Usage:COMMENT
LOW…kages/training/scripts/train_nebius_smoke_all_tiers.sh63# Usage:COMMENT
LOWpackages/training/scripts/train_nebius.sh72# Usage:COMMENT
LOWpackages/training/scripts/train_grpo_verl.sh13# Usage:COMMENT
LOWpackages/training/scripts/publish_all_eliza1.sh31# Usage:COMMENT
LOWpackages/training/scripts/train_vast.sh113# Usage:COMMENT
LOWpackages/training/scripts/vast-watcher.sh22# Usage:COMMENT
LOWpackages/training/scripts/preflight.sh42# Usage:COMMENT
LOWpackages/training/scripts/day0_smoke.sh18# Usage:COMMENT
LOWpackages/training/scripts/smoke_full_stack.sh10# Usage:COMMENT
LOW…ckages/training/scripts/publish_custom_kokoro_voice.sh16# Usage:COMMENT
LOWpackages/training/scripts/publish/eliza1-hf-push.sh20# Usage:COMMENT
LOWpackages/training/scripts/voice/audit_sam.sh11# Usage:COMMENT
LOW…aining/scripts/voice/samantha_lora/publish_samantha.sh14# Usage:COMMENT
LOWpackages/training/scripts/cloud/run-on-cloud.sh11# Usage:COMMENT
LOW…ckages/training/scripts/rl/run_nebius_continuous_rl.sh17# Usage:COMMENT
LOW…ks/suites/terminal-bench/tasks/chess-best-move/make.py114# Example usageCOMMENT
LOW…uites/terminal-bench/tasks/chess-best-move/solution.sh209# Example usageCOMMENT
LOW⚡packages/benchmarks/suites/clawbench/docker-compose.yml5# Usage:COMMENT
LOW…s/OSWorld/mm_agents/maestro/maestro/simple_snapshot.py224# Usage exampleCOMMENT
LOW…s/OSWorld/mm_agents/maestro/prompts/module/__init__.py2# Example usage:COMMENT
LOWpackages/benchmarks/framework/run.sh5# Usage:COMMENT
LOW⚡packages/benchmarks/scripts/clawbench/test_full.sh11# Usage:COMMENT
LOWpackages/benchmarks/scripts/clawbench/run.sh4# Usage:COMMENT
LOW…ud/terraform/hetzner/control-plane/backend-staging.hcl9# Usage:COMMENT
LOWpackages/cloud/shared/src/lib/fragments/api-context.ts115 // Example usageCOMMENT
LOWpackages/cloud/scripts/api/probe-prod-rpc-status.sh6# Usage:COMMENT
LOWpackages/scripts/security/verify-patches.sh8# Usage:COMMENT
LOWpackages/scripts/security/pin-action-shas.sh12# Usage:COMMENT
LOWpackages/scripts/security/audit-workflow-permissions.sh9# Usage:COMMENT
LOWpackages/os/android/builder/bootstrap/sync-aosp.sh8# Usage:COMMENT
LOWpackages/os/scripts/check-riscv64-artifacts.sh19# Usage:COMMENT
LOWpackages/os/scripts/verify-release.sh16# Usage:COMMENT
LOW⚡packages/os/scripts/build-riscv64-artifacts.sh20# Usage:COMMENT
AI Structural Patterns73 hits · 65 pts
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LOWpackages/training/scripts/training/optimizer.py166CODE
LOWpackages/training/scripts/training/optimizer.py263CODE
LOWpackages/training/scripts/manifest/eliza1_manifest.py1555CODE
LOW…ining/scripts/manifest/test_audit_hf_eliza1_release.py125CODE
LOWpackages/training/scripts/asr/eval_asr_wer.py135CODE
LOWpackages/training/scripts/rl/local_training_recipe.py63CODE
LOWpackages/training/scripts/rl/compare_served_models.py745CODE
LOWpackages/training/scripts/rl/compare_served_models.py885CODE
LOW…rks/suites/lifeops-bench/eliza_lifeops_bench/runner.py404CODE
LOW…s/lifeops-bench/eliza_lifeops_bench/lifeworld/world.py902CODE
LOW…feops-bench/eliza_lifeops_bench/lifeworld/snapshots.py67CODE
LOW…nch/eliza_lifeops_bench/scenarios/expanded/__init__.py268CODE
LOW…ks/suites/lifeops-bench/tests/test_trusted_evidence.py135CODE
LOW…chmarks/suites/lifeops-bench/tests/test_llm_grading.py91CODE
LOW…/suites/experience/elizaos_experience_bench/service.py120CODE
LOW…-bench/tasks/train-bpe-tokenizer/tests/test_outputs.py163CODE
LOW…h/tasks/custom-memory-heap-crash/tests/test_outputs.py101CODE
LOW…nch/tasks/pytorch-model-recovery/tests/test_outputs.py80CODE
LOW…ks/add-benchmark-lm-eval-harness/tests/test_outputs.py64CODE
LOWpackages/benchmarks/suites/mint/types.py115CODE
LOW…tes/vending-bench/elizaos_vending_bench/environment.py153CODE
LOWpackages/benchmarks/suites/swe_bench/evaluator.py45CODE
LOW…enchmarks/suites/nl2repo/docker_self/docker_service.py581CODE
LOW…/suites/OSWorld/desktop_env/desktop_env_os_symphony.py99CODE
LOW…s/benchmarks/suites/OSWorld/desktop_env/desktop_env.py99CODE
LOW…/benchmarks/suites/OSWorld/mm_agents/dart_gui_agent.py62CODE
LOW…s/benchmarks/suites/OSWorld/mm_agents/qwen3vl_agent.py60CODE
LOW…kages/benchmarks/suites/OSWorld/mm_agents/agi_agent.py25CODE
LOW…s/benchmarks/suites/OSWorld/mm_agents/jedi_3b_agent.py36CODE
LOW…es/benchmarks/suites/OSWorld/mm_agents/uitars_agent.py407CODE
LOW…kages/benchmarks/suites/OSWorld/mm_agents/owl_agent.py464CODE
LOWpackages/benchmarks/suites/OSWorld/mm_agents/agent.py227CODE
LOW…es/benchmarks/suites/OSWorld/mm_agents/aguvis_agent.py353CODE
LOW…/benchmarks/suites/OSWorld/mm_agents/qwen25vl_agent.py66CODE
LOW…ages/benchmarks/suites/OSWorld/mm_agents/mano_agent.py646CODE
LOW…s/benchmarks/suites/OSWorld/mm_agents/jedi_7b_agent.py35CODE
LOW…enchmarks/suites/OSWorld/mm_agents/openai_cua_agent.py204CODE
LOW…enchmarks/suites/OSWorld/mm_agents/gta1/gta15_agent.py486CODE
LOW…benchmarks/suites/OSWorld/mm_agents/gta1/gta1_agent.py1193CODE
LOW…hmarks/suites/OSWorld/mm_agents/evocua/evocua_agent.py38CODE
LOW…/benchmarks/suites/OSWorld/mm_agents/autoglm_v/main.py62CODE
LOW…m_agents/maestro/maestro/controller/main_controller.py39CODE
LOW…arks/suites/OSWorld/mm_agents/opencua/opencua_agent.py236CODE
LOW…es/benchmarks/suites/OSWorld/mm_agents/autoglm/main.py52CODE
LOW…chmarks/suites/OSWorld/mm_agents/coact/coding_agent.py27CODE
LOW…marks/suites/OSWorld/mm_agents/coact/operator_agent.py137CODE
LOW…ites/OSWorld/mm_agents/coact/autogen/retrieve_utils.py345CODE
LOW…gen/tools/experimental/google/drive/drive_functions.py40CODE
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py149CODE
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py1499CODE
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py1679CODE
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py1908CODE
LOW…/mm_agents/coact/autogen/agentchat/user_proxy_agent.py35CODE
LOW…act/autogen/coding/docker_commandline_code_executor.py64CODE
LOW…rld/mm_agents/coact/autogen/fast_depends/core/model.py144CODE
LOW…s/suites/OSWorld/mm_agents/aworldguiagent/grounding.py4609CODE
LOW…/benchmarks/suites/OSWorld/mm_agents/anthropic/main.py31CODE
LOW…es/benchmarks/suites/OSWorld/mm_agents/uipath/agent.py32CODE
LOW…benchmarks/suites/OSWorld/mm_agents/kimi/kimi_agent.py246CODE
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Overly Generic Function Names28 hits · 26 pts
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LOWpackages/app/src/api/self-hosted-voice.ts216 async function handleRequest(CODE
LOWpackages/agent/src/api/server.ts1168async function handleRequest(CODE
LOWpackages/benchmarks/suites/swe_bench/providers.py222 async def execute_task(self, task: object, ctx: object) -> object:CODE
LOW…ites/agentbench/elizaos_agentbench/agent_fn_harness.py40 async def run_task(CODE
LOW…/suites/agentbench/elizaos_agentbench/adapters/base.py123 async def run_task(self, task: AgentBenchTask) -> AgentBenchResult:CODE
LOW…rld/mm_agents/maestro/maestro/sub_worker/technician.py123 def execute_task(CODE
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py3548 def my_function(a: Annotated[str, "description of a parameter"] = "a", b: int, c=3.14) -> str:STRING
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py3556 def my_function(a: Annotated[str, "description of a parameter"] = "a", b: int, c=3.14) -> str:STRING
LOW…mm_agents/coact/autogen/agentchat/conversable_agent.py3689 def my_function(a: Annotated[str, "description of a parameter"] = "a", b: int, c=3.14):STRING
LOW…nts/coact/autogen/agentchat/group/context_variables.py13# e.g. def my_function(context_variables: ContextVariables, my_other_parameters: Any) -> Any:COMMENT
LOW…kages/benchmarks/suites/gauntlet/agents/smart_agent.py37 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…nchmarks/suites/gauntlet/agents/always_refuse_agent.py20 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…chmarks/suites/gauntlet/agents/always_execute_agent.py20 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…kages/benchmarks/suites/gauntlet/agents/naive_agent.py36 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOWpackages/benchmarks/suites/gauntlet/agents/llm_agent.py65 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…rks/suites/gauntlet/src/gauntlet/agents/test_agents.py30 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…rks/suites/gauntlet/src/gauntlet/agents/test_agents.py65 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…rks/suites/gauntlet/src/gauntlet/agents/test_agents.py108 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…nchmarks/suites/gauntlet/src/gauntlet/sdk/interface.py26 async def execute_task(self, task: Task) -> AgentResponse:CODE
LOW…/benchmarks/suites/openclaw-benchmark/eliza_adapter.py162 def run_task(self, task_id: str) -> dict:CODE
LOW…ites/voiceagentbench/elizaos_voiceagentbench/runner.py87async def run_task(CODE
LOW…s/benchmarks/harnesses/eliza/eliza_adapter/gauntlet.py76 async def execute_task(self, task: "Task") -> "AgentResponse":CODE
LOW…benchmarks/harnesses/eliza/eliza_adapter/agentbench.py31 async def run_task(CODE
LOW…hmarks/harnesses/openclaw/openclaw_adapter/gauntlet.py49 async def execute_task(self, task: "Task") -> "AgentResponse":CODE
LOW…s/transports/claude-subscription-gateway/src/server.ts275async function handleRequest(CODE
LOW…benchmarks/harnesses/hermes/hermes_adapter/gauntlet.py49 async def execute_task(self, task: "Task") -> "AgentResponse":CODE
LOWpackages/cloud/test-mocks/src/stripe.ts185async function handleRequest(CODE
LOWpackages/cloud/scripts/admin/daemons/agent-router.ts473export async function handleRequest(CODE
TODO Padding12 hits · 18 pts
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LOW…lizaos_tau_bench/upstream/model_utils/model/mistral.py21# TODO: implementCOMMENT
LOW…lizaos_tau_bench/upstream/model_utils/model/mistral.py23# TODO: implementCOMMENT
LOW…au_bench/upstream/model_utils/model/vllm_completion.py40# TODO: implementCOMMENT
LOW…au_bench/upstream/model_utils/model/vllm_completion.py42# TODO: implementCOMMENT
LOW…elizaos_tau_bench/upstream/model_utils/model/claude.py24# TODO: implementCOMMENT
LOW…elizaos_tau_bench/upstream/model_utils/model/claude.py26# TODO: implementCOMMENT
LOW…izaos_tau_bench/upstream/model_utils/model/anyscale.py21# TODO: implementCOMMENT
LOW…izaos_tau_bench/upstream/model_utils/model/anyscale.py23# TODO: implementCOMMENT
LOW…zaos_tau_bench/upstream/model_utils/model/vllm_chat.py32# TODO: implementCOMMENT
LOW…zaos_tau_bench/upstream/model_utils/model/vllm_chat.py34# TODO: implementCOMMENT
LOW…elizaos_tau_bench/upstream/model_utils/model/openai.py43# TODO: implementCOMMENT
LOW…elizaos_tau_bench/upstream/model_utils/model/openai.py45# TODO: implementCOMMENT
Synthetic Comment Markers8 hits · 18 pts
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HIGH⚡…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1772 'error': "", # Always empty as requestedSTRING
HIGH⚡…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1779 'error': "", # Always empty as requestedSTRING
HIGH⚡…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1786 'error': "", # Always empty as requestedSTRING
HIGH…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1677 'error': "", # Always empty as requestedSTRING
HIGH…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1688 'error': "", # Always empty as requestedSTRING
HIGH…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1741 'error': "", # Always empty as requestedSTRING
HIGH…s/benchmarks/suites/OSWorld/desktop_env/server/main.py1749 'error': "", # Always empty as requestedSTRING
HIGH…/src/lib/services/discord-automation/app-automation.ts19const MAX_ANNOUNCEMENT_LENGTH = 300; // Max chars for AI-generated announcementCODE
Dead Code2 hits · 4 pts
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MEDIUMpackages/training/scripts/quantization/qjl/new_pack.py81CODE
MEDIUMpackages/training/scripts/quantization/qjl/new_pack.py85CODE