1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.3K

Stars

TypeScript

Language

1.1M

Lines of Code

4.7K

Files

1.4K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 6.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1358 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 6.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1312 finding(s).

PR Review Velocity Impact 7.0/100 · LOW

Which changes need focused human review? 1413 finding(s).

What These Metrics Mean

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

Pattern-Signal History

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

Severity Breakdown

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

CRITICAL 2HIGH 3MEDIUM 63LOW 1345

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 1413 distinct pattern matches across 11 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 Identifiers1277 hits · 1285 pts

Severity	File	Line	Snippet	Context
LOW	evals/support/component-validation-matrix.jsx	49	export function ComponentValidationMatrix() {	CODE
LOW	…gshu-ops/skills/xhs-ops-worker/app/src/verification.ts	50	export function prepareSessionVerification(db: OpsDatabase, accountId: number, sessionId: string, syncAnalytics = false)	CODE
LOW	…s/plugin-packages/ipollo-onto/src/ui/workspace-host.ts	40	export function publishWorkspaceSelection() {	CODE
LOW	…-packages/deepseek-harness/service/deepseek-harness.ts	200	export default async function createDeepSeekHarnessService(runtime: ServiceRuntime) {	CODE
LOW	…ugin-packages/deepseek-harness/service/dsh-headless.ts	87	function retryableWindowsLinkFailure(result: ProcessResult): boolean {	CODE
LOW	…n-packages/deepseek-harness/service/runtime-manager.ts	221	export async function latestOfficialRuntimeVersion(): Promise<string> {	CODE
LOW	…enerate-library/scripts/createComponentWithVariants.js	36	async function createComponentWithVariants(config, runId) {	CODE
LOW	…igma/skills/figma-use/references/component-patterns.md	541	async function getLocalComponentMetadata(componentId) {	CODE
LOW	…igma/skills/figma-use/references/component-patterns.md	564	async function getPublishedComponentMetadata(componentKey) {	CODE
LOW	…a/skills/figma-use/references/effect-style-patterns.md	107	function applyEffectStyleToMatchingNodes(styleId, nodeNamePattern) {	CODE
LOW	…skills/figma-use/references/plugin-api-standalone.d.ts	210	* function someNestedFunctionCallThatClosesThePlugin() {	COMMENT
LOW	…figma/skills/figma-use/references/variable-patterns.md	289	async function listVariableCollectionsAndVariables() {	CODE
LOW	…gma/skills/figma-use/references/text-style-patterns.md	181	async function applyTextStyleToMatchingNodes(styleId, nodeNamePattern) {	CODE
LOW	…s/figma-use-figjam/references/position-figjam-nodes.md	35	async function placeNodeRelativeToOtherNode(existingNodeId, nodeToPosition) {	CODE
LOW	…ples/plugin-packages/media-studio/ui/image-studio.html	854	function normalizedSelectionBounds() {	CODE
LOW	…ages/labelu-data-annotation/service/data-annotation.ts	606	function replaceAnnotationLabelValue(value: unknown, replacements: Map<string, string>): unknown {	CODE
LOW	…ages/labelu-data-annotation/service/data-annotation.ts	817	function trainingTemplateSummaries() {	CODE
LOW	…ages/labelu-data-annotation/service/data-annotation.ts	825	function trainingTemplateAssetPath(assetFile: string): string {	CODE
LOW	…ages/labelu-data-annotation/service/data-annotation.ts	1078	export default async function createDataAnnotationService(runtime: PluginRuntime) {	CODE
LOW	packages/ui/src/common/paper.ts	129	export function getSeededPaperMeshGradientConfig(	CODE
LOW	packages/ui/src/common/paper.ts	156	export function getSeededPaperGrainGradientConfig(	CODE
LOW	packages/ui/src/common/paper.ts	188	export function resolvePaperMeshGradientConfig(	CODE
LOW	packages/ui/src/common/paper.ts	206	export function resolvePaperGrainGradientConfig(	CODE
LOW	packages/ui/src/react/descriptive-button.tsx	46	export function DescriptiveButtonDescription({ children, className, ...props }: DescriptiveButtonDescriptionProps) {	CODE
LOW	packages/video-studio/src/bridge.ts	69	export function resolveVideoAiSelectionTarget(value: unknown): VideoAiSelectionTarget \| null {	CODE
LOW	packages/video-studio/src/bridge.ts	84	export function parseHyperframesAskAiMessage(value: unknown): VideoStudioSelection \| null {	CODE
LOW	packages/video-studio/src/bridge.ts	104	function parseVideoStudioSelection(value: unknown): VideoStudioSelection \| null {	CODE
LOW	packages/video-studio/src/bridge.ts	122	export function videoStudioDocumentPrompt(projectDirectory: string) {	CODE
LOW	packages/video-studio/src/bridge.ts	133	export function videoStudioSelectionPrompt(projectDirectory: string, selection: VideoStudioSelection) {	CODE
LOW	packages/types/src/video-generation.ts	83	export function avatarBackgroundForPrompt(prompt: string): "transparent" \| "scene" {	CODE
LOW	packages/types/src/hyperframes.ts	307	export function defaultHyperframesEffectVariableValues(	CODE
LOW	packages/types/src/hyperframes.ts	313	export function resolveHyperframesEffectVariableValues(	CODE
LOW	packages/types/src/provider-credentials.ts	82	export function sharedProviderRuntimeRoute(	CODE
LOW⚡	packages/types/src/provider-credentials.ts	136	export function sharedProviderCredentialEnvKey(providerId: string): string {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	140	export function sharedProviderIdFromCredentialEnvKey(key: string): string \| null {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	145	export function sharedProviderDisconnectedEnvKey(providerId: string): string {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	149	export function sharedProviderIdFromDisconnectedEnvKey(key: string): string \| null {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	153	export function sharedProviderDisconnectedIdsFromEnvKeys(keys: readonly string[]): string[] {	CODE
LOW	packages/types/src/provider-credentials.ts	165	export function sharedProviderIdsFromEnvKeys(keys: readonly string[]): string[] {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	177	export function sharedProviderProfileEnvKey(providerId: string): string {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	181	export function sharedProviderIdFromProfileEnvKey(key: string): string \| null {	CODE
LOW⚡	packages/types/src/provider-credentials.ts	191	export function sharedConfiguredProviderIdsFromEnvKeys(	CODE
LOW	packages/types/src/provider-credentials.ts	213	export function serializeSharedProviderProfile(profile: SharedProviderProfile): string {	CODE
LOW	packages/types/src/provider-credentials.ts	221	export function parseSharedProviderProfile(value: string): SharedProviderProfile \| null {	CODE
LOW	packages/types/src/provider-credentials.ts	288	export function providerApiKeyCredentialRef(providerId: string): string {	CODE
LOW⚡	packages/types/src/workspace.ts	96	export function deepSeekHarnessAccountProviderId(providerId: string): string {	CODE
LOW⚡	packages/types/src/workspace.ts	102	export function deepSeekHarnessRuntimeProviderRouteId(providerId: string): string {	CODE
LOW⚡	packages/types/src/workspace.ts	108	export function deepSeekHarnessRuntimeProviderId(	CODE
LOW	packages/types/src/workspace.ts	128	export function stripDeepSeekHarnessInternalContext(value: string): string {	CODE
LOW	packages/types/src/workspace.ts	149	export function isBuiltInWorkspaceEngineId(value: unknown): value is BuiltInWorkspaceEngineId {	CODE
LOW	packages/types/src/workspace.ts	160	export function isHarnessWorkspaceEngineId(value: unknown): value is HarnessWorkspaceEngineId {	CODE
LOW	packages/types/src/enterprise.ts	21	export function canManageEnterpriseResource(role: EnterpriseMemberRole, type?: EnterpriseResourceType) {	CODE
LOW	packages/types/src/work-items.ts	203	export function projectExecutionSystemContext(execution: ProjectSessionExecution): string {	CODE
LOW	packages/types/src/templates.ts	18	export function templatePackageMediaTypeForFilename(filename: string): string {	CODE
LOW	packages/types/src/templates.ts	216	export function isCustomerVisibleBundledTemplate(manifest: TemplateManifestV1): boolean {	CODE
LOW	packages/types/src/templates.ts	295	export function isTemplateAuthoringManifest(manifest: Pick<TemplateManifestV1, "id">): boolean {	CODE
LOW	packages/types/src/templates.ts	299	export function isArtifactDeliveryManifest(manifest: Pick<TemplateManifestV1, "id">): boolean {	CODE
LOW	packages/types/src/opencode-zen-public-models.ts	43	export function openCodeZenPublicModelName(modelId: string): string \| undefined {	CODE
LOW	packages/types/src/opencode-zen-public-models.ts	47	export function openCodeZenPublicModelUsesSessionAffinity(modelId: string): boolean {	CODE
LOW	packages/types/src/project-workspace.ts	43	function defaultTaskHealthDashboard(): {	CODE
1217 more matches not shown…

Decorative Section Separators35 hits · 114 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/find-unused.sh	7	# ── Config ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	80	# ── Colors ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	89	# ── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	185	# ── Step 1: Run knip ───────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	214	# ── Step 2: Build infra file list once ─────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	225	# ── Step 3: Cross-reference each file ──────────────────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	311	# ── Step 4: Split into two buckets, sort by date ──────────────────────────	COMMENT
MEDIUM	scripts/find-unused.sh	331	# ── Step 5: Display ───────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	…sign/design-systems/design-systems/coinbase/tokens.css	90	/* ─── Surface (3 levels — #Coinbase 1) ────────────────────────────	COMMENT
MEDIUM⚡	…sign/design-systems/design-systems/coinbase/tokens.css	100	/* ─── Foreground ramp (2 tiers — #Coinbase 2) ────────────────────	COMMENT
MEDIUM⚡	…sign/design-systems/design-systems/coinbase/tokens.css	110	/* ─── Border (1 tier — #Coinbase 3) ──────────────────────────────	COMMENT
MEDIUM	…sign/design-systems/design-systems/coinbase/tokens.css	159	/* ─── Typography — type scale (#Coinbase 5) ─────────────────────	COMMENT
MEDIUM	…sign/design-systems/design-systems/coinbase/tokens.css	174	/* ─── Typography — leading & tracking (#Coinbase 6) ─────────────	COMMENT
MEDIUM	…sign/design-systems/design-systems/coinbase/tokens.css	233	/* ─── Focus ring (#Coinbase 7) ──────────────────────────────────	COMMENT
MEDIUM⚡	…esign/design-systems/design-systems/default/tokens.css	47	/* ─── Surface (3 levels — #Gap 2) ─────────────────────────────────	COMMENT
MEDIUM⚡	…esign/design-systems/design-systems/default/tokens.css	57	/* ─── Foreground ramp (4 levels — #Gap 1) ───────────────────────	COMMENT
MEDIUM⚡	…esign/design-systems/design-systems/default/tokens.css	67	/* ─── Border (2 levels — #Gap 3) ────────────────────────────────	COMMENT
MEDIUM	…esign/design-systems/design-systems/default/tokens.css	80	/* ─── Accent states (#Gap 4) ────────────────────────────────────	COMMENT
MEDIUM	…esign/design-systems/design-systems/default/tokens.css	163	/* ─── Elevation (3 levels — #Gap 5) ─────────────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	36	/* ─── Surface (3 levels — #Gap 2) ────────────────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	46	/* ─── Foreground ramp (4 levels — #Gap 1) ───────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	60	/* ─── Border (2 levels — #Gap 3) ────────────────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	76	/* ─── Accent states (#Gap 4) ────────────────────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	183	/* ─── Elevation (3 levels — #Gap 5) ─────────────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	222	/* ─── Brand-specific: tag tint scale (#Gap 6) ────────────────────	COMMENT
MEDIUM	…n/design/design-systems/design-systems/kami/tokens.css	234	/* ─── i18n font overrides (#Gap 7) ──────────────────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	69	/* ─── Surface (3 levels — #Stripe 1) ──────────────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	82	/* ─── Foreground ramp (3 tiers — #Stripe 2) ─────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	97	/* ─── Border (1 tier — #Stripe 3) ───────────────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	114	/* ─── Accent states (#Stripe 4) ─────────────────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	164	/* ─── Typography — type scale (#Stripe 5) ───────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	242	/* ─── Elevation (3 levels — #Stripe 6) ──────────────────────────	COMMENT
MEDIUM	…design/design-systems/design-systems/stripe/tokens.css	263	/* ─── Focus ring (#Stripe 7) ────────────────────────────────────	COMMENT
MEDIUM	apps/app/src/react-app/shell/desktop-runtime-boot.ts	192	// FAST PATH ─────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/app/src/react-app/shell/desktop-runtime-boot.ts	228	// SLOW PATH ─────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse34 hits · 51 pts

Severity	File	Line	Snippet	Context
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	53	### Step 1: Understand the Deliverable	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	63	### Step 2: Collect Component Keys, Variables, and Styles	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	117	// Step 1: Discover available libraries	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	125	// Step 2: Search within a specific library using its libraryKey	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	228	### Step 3: Create the Wrapper Frame First	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	261	### Step 4: Build Each Section Inside the Wrapper	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	374	### Step 5: Validate the Full View and Transfer Images	COMMENT
LOW	…n-packages/figma/skills/figma-generate-design/SKILL.md	414	### Step 6: Updating an Existing View	COMMENT
LOW	…-packages/figma/skills/figma-implement-motion/SKILL.md	46	### Step 1: Confirm static design context is available	COMMENT
LOW	…-packages/figma/skills/figma-implement-motion/SKILL.md	56	### Step 2: Fetch authoritative motion data	COMMENT
LOW	…-packages/figma/skills/figma-implement-motion/SKILL.md	77	### Step 3: Merge static and motion context	COMMENT
LOW	…-packages/figma/skills/figma-implement-motion/SKILL.md	99	### Step 4: Apply the motion in code	COMMENT
LOW	…-packages/figma/skills/figma-implement-motion/SKILL.md	105	### Step 5: Validate	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	12	## Step 1: Is `generate_diagram` the right tool?	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	32	## Step 2: Pick the diagram type	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	47	## Step 3: Universal constraints (apply to every diagram type)	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	59	## Step 4: Garbage in, garbage out	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	73	## Step 5: Will the diagram need more than Mermaid can express?	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	81	## Step 6: Calling the tool	COMMENT
LOW	…-packages/figma/skills/figma-generate-diagram/SKILL.md	94	## Step 7: After generation	COMMENT
LOW	…n-packages/figma/skills/figma-create-new-file/SKILL.md	30	### Step 1: Resolve the planKey	COMMENT
LOW	…n-packages/figma/skills/figma-create-new-file/SKILL.md	41	### Step 2: Call create_new_file	COMMENT
LOW	…n-packages/figma/skills/figma-create-new-file/SKILL.md	60	### Step 3: Use the result	COMMENT
LOW	…ls/figma-generate-library/references/error-recovery.md	342	### Step 1: Inspect the file for `run_id` tags	COMMENT
LOW	…ls/figma-generate-library/references/error-recovery.md	383	### Step 2: Reconstruct state from inventory	COMMENT
LOW	…ls/figma-generate-library/references/error-recovery.md	395	### Step 3: Identify the resume point	COMMENT
LOW	…s/figma-generate-library/references/discovery-phase.md	310	### Step 1: Discover available libraries with `get_libraries`	COMMENT
LOW	…s/figma-generate-library/references/discovery-phase.md	338	### Step 2: Search with `search_design_system`	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	30	## Step 1: Parse the Figma URL	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	48	## Step 2: Discover Unmapped Components	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	63	## Step 3: Fetch Component Properties	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	82	## Step 4: Identify the Code Component	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	98	## Step 5: Create the Template File (.figma.ts)	COMMENT
LOW	…ugin-packages/figma/skills/figma-code-connect/SKILL.md	317	## Step 6: Validate	COMMENT

AI Slop Vocabulary25 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	…esign/design-systems/design-systems/lovable/tokens.css	100	* background: #f7f4ed (matches page) — for seamless integration".	COMMENT
MEDIUM	…owork.hyperframes.ai-trend-briefing/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…work.hyperframes.local-file-cascade/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…k.hyperframes.vertical-social-story/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…perframes.plugin-exploded-blueprint/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…k.hyperframes.cost-saving-waterfall/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ollowork.hyperframes.code-explainer/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…lowork.hyperframes.permission-vault/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…hyperframes.meeting-action-conveyor/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…pollowork.hyperframes.feature-orbit/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ollowork.hyperframes.course-journey/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…llowork.hyperframes.connector-pulse/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…lowork.hyperframes.data-proof-story/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…rk.hyperframes.prompt-ab-laboratory/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…owork.hyperframes.app-device-launch/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	….hyperframes.research-evidence-wall/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…hyperframes.multilingual-type-stage/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ork.hyperframes.ai-assistant-launch/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ork.hyperframes.brand-liquid-sizzle/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…owork.hyperframes.release-spotlight/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	….hyperframes.automation-day-planner/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…k.hyperframes.human-approval-branch/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…owork.hyperframes.multi-agent-relay/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…rk.hyperframes.agent-command-center/assets/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	apps/server/src/codex-harness-runtime.ts	544	const path = join(runtimeStorageDir(this.#config), "codex-harness-workspaces", safeRuntimeSegment(this.#workspace.id	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…s/app/src/react-app/domains/work/project-dashboard.tsx	229	{props.config.dashboard.taskHealth.metrics.map((metric) => (	CODE
CRITICAL	…work.hyperframes.app-device-launch/assets/three.min.js	6	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE

Fake / Example Data18 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	specs/plugin-developer-guide.zh-CN.md	296	"placeholder": "acme_…",	CODE
LOW	specs/plugin-developer-guide.zh-CN.md	847	"placeholder": "acme_…",	CODE
LOW	docs/plugin-packages.md	142	"apiKey": { "label": "API 密钥", "placeholder": "请输入密钥" }	CODE
LOW	…plugin-packages/wechat-official/ipollowork.plugin.json	74	"appSecret": { "placeholder": "Enter the Official Account AppSecret" }	CODE
LOW	…plugin-packages/wechat-official/ipollowork.plugin.json	115	"placeholder": "wx…",	CODE
LOW	…plugin-packages/wechat-official/ipollowork.plugin.json	122	"placeholder": "请输入公众号 AppSecret",	CODE
LOW	…s/plugin-packages/acme-research/ipollowork.plugin.json	54	"placeholder": "acme_…",	CODE
LOW	…lugin-packages/deepseek-harness/ipollowork.plugin.json	51	"apiKey": { "label": "DeepSeek API Key", "placeholder": "sk-…" },	CODE
LOW	…lugin-packages/deepseek-harness/ipollowork.plugin.json	52	"baseUrl": { "label": "API Base URL (optional)", "placeholder": "https://api.deepseek.com" }	CODE
LOW	…lugin-packages/deepseek-harness/ipollowork.plugin.json	110	"placeholder": "sk-…",	CODE
LOW	…lugin-packages/deepseek-harness/ipollowork.plugin.json	117	"placeholder": "https://api.deepseek.com",	CODE
LOW	examples/plugin-packages/github/ipollowork.plugin.json	90	"placeholder": "github_pat_…",	CODE
LOW	packages/email/emails/feedback.tsx	8	name: "Jane Doe",	CODE
LOW	apps/app/tests/markdown-editor-commands.test.ts	74	for (const content of ["English + 中文!", "[v2.0] #ready!", "C:\\temp\\a.ts", "user@example.com", "(test)", "_value_"]	CODE
LOW	apps/server/src/plugin-service-runtime.test.ts	256	const messageId = "fake-user";	CODE
LOW	apps/server/src/extensions/video-enhancement.ts	237	binding: "preserve-cue-binding", point: "lock-at-spoken-reference", support: "follow-measured-path-only", guide:	CODE
LOW	apps/installer/test/installer.test.ts	65	IPOLLOWORK_INSTALLER_CLIENT_NAME: "Acme Corp",	CODE
LOW	apps/installer/test/installer.test.ts	73	clientName: "Acme Corp",	CODE

Synthetic Comment Markers3 hits · 18 pts

Severity	File	Line	Snippet	Context
HIGH	…igma-generate-library/references/code-connect-setup.md	248	4. In the Inspect panel, the code snippet should show the Code Connect output instead of auto-generated code.	CODE
HIGH	…n/design-systems/design-systems/atelier-zero/DESIGN.md	244	### Anti-patterns specific to AI-generated imagery	COMMENT
HIGH	…sign/design-systems/design-systems/replicate/DESIGN.md	256	- "Create a manifesto section on Replicate Dark (#202020) with 'Imagine what you can build.' at 128px rb-freigeist-neue	CODE

Over-Commented Block11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	packaging/docker/docker-compose.dev.yml	1	# docker-compose.dev.yml — Dev testability stack (no custom Dockerfile)	COMMENT
LOW	.devcontainer/docker-compose.yml	1	# Full-stack dev environment for Daytona / Codespaces / devcontainers.	COMMENT
LOW	.devcontainer/test-on-daytona.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…-packages/figma/skills/figma-use/references/gotchas.md	861	// Organization/Enterprise: up to 40+ modes	COMMENT
LOW	…les/plugin-packages/media-studio/ui/video-console.html	81	#empty .empty-orb { width:36px; height:36px; background:transparent; border-radius:0; }	COMMENT
LOW	.github/workflows/release-generic-installer.yml	1	name: Legacy Generic Installer (manual)	COMMENT
LOW	…eact-app/domains/session/design/design-html-runtime.ts	541	style.textContent = `	COMMENT
LOW	…/react-app/domains/session/surface/composer/editor.tsx	681	const currentText = editor.getEditorState().read(() => serializePromptFromRoot());	COMMENT
LOW	apps/app/src/react-app/shell/notifications.ts	1	// Entry points for the notification center.	COMMENT
LOW	apps/app/src/react-app/shell/dev-profiler.tsx	61	//	COMMENT
LOW	apps/server/src/env-file.ts	1	import { homedir, platform } from "node:os";	COMMENT

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	…igma/skills/figma-swiftui/references/code-to-design.md	153	- Preview providers — `#Preview { … }` (iOS 17+ macro form) and the older `struct ContentView_Previews: PreviewProvi	CODE
MEDIUM	…igma/skills/figma-swiftui/references/design-to-code.md	18	## 2. Multi-screen files: scaffold navigation first	COMMENT
MEDIUM	…/react-app/domains/session/templates/template-brief.ts	275	// New videos use the content-led scaffold; applying a video template is an explicit UI action.	COMMENT

Example Usage Blocks4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	.devcontainer/stop-daytona-recording.sh	7	# Usage:	COMMENT
LOW	.devcontainer/test-server-on-daytona.sh	6	# Usage:	COMMENT
LOW	.devcontainer/test-on-daytona.sh	6	# Usage:	COMMENT
LOW	…skills/figma-use/references/plugin-api-standalone.d.ts	2418	* ## Example usage	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…amples/plugin-packages/ipollo-onto/src/server/store.ts	357	export async function getData(	CODE

Devin-AXIS/iPolloWork

Open-Source Code Quality, Security and Technical Debt Review