3.7

Adjusted Signal

3.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

76.4K

Stars

TypeScript

Language

1.6M

Lines of Code

7.5K

Files

3.6K

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 7.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2522 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 56 finding(s).

Agent Over-Engineering Ratio 14.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3008 finding(s).

PR Review Velocity Impact 17.1/100 · LOW

Which changes need focused human review? 3624 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 14HIGH 20MEDIUM 1150LOW 2440

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 3624 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Decorative Section Separators1044 hits · 3181 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/public/catalog/blocks/spotify-card.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <link rel=\"preconnect\" hre	CODE
MEDIUM	docs/public/catalog/blocks/spotify-card.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <link rel=\"preconnect\" hre	CODE
MEDIUM	docs/public/catalog/blocks/app-showcase.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/app-showcase.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/ui-3d-reveal.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/ui-3d-reveal.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/weight-wave.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/weight-wave/\">\n <meta char	CODE
MEDIUM	docs/public/catalog/blocks/weight-wave.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/weight-wave/\">\n <meta char	CODE
MEDIUM	docs/public/catalog/blocks/spiral-galaxy.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/spiral-galaxy.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/liquid-glass-widgets.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/liquid-glass-widgets/\">\n <	CODE
MEDIUM	docs/public/catalog/blocks/liquid-glass-widgets.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/liquid-glass-widgets/\">\n <	CODE
MEDIUM	docs/public/catalog/blocks/beat-freeze-cut.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/beat-freeze-cut.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"UTF-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/rack-focus.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/rack-focus.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/hw-write-title.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/hw-write-title/\">\n <meta c	CODE
MEDIUM	docs/public/catalog/blocks/hw-write-title.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/hw-write-title/\">\n <meta c	CODE
MEDIUM	docs/public/catalog/components/hw-box-label.json	1	{"html":"<!doctype html>\n<!-- Demo plate for the catalog preview. Same helpers as hw-box-label.html;\n the root bac	CODE
MEDIUM	docs/public/catalog/components/hw-box-label.json	1	{"html":"<!doctype html>\n<!-- Demo plate for the catalog preview. Same helpers as hw-box-label.html;\n the root bac	CODE
MEDIUM	examples/aws-lambda/template.yaml	99	# ── S3 bucket for plan tarballs, chunk outputs, and final renders ───────	COMMENT
MEDIUM	examples/aws-lambda/template.yaml	144	# ── Single Lambda function handling all three roles ──────────────────────	COMMENT
MEDIUM	examples/aws-lambda/template.yaml	224	# ── CloudWatch log group for the state machine ──────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/template.yaml	854	# ── CloudWatch alarm: runaway chunk invocations ─────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/template.yaml	882	# ── CloudWatch alarm: Lambda function errors ────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/template.yaml	926	# ── CloudWatch alarm: Step Functions execution failures ─────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/eval.sh	150	# ── Pre-flight ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/eval.sh	165	# ── 1. Build + deploy once ───────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/eval.sh	193	# ── 2. Per-fixture eval ──────────────────────────────────────────────────	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	213	# ── 2a. Local in-process timing via the regression harness ────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/eval.sh	238	# ── 2b. Lambda render ───────────────────────────────────────────────────	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	336	# ── 2c. PSNR comparisons ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	352	# ── 2d. Audio equivalence (residual RMS) ──────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/eval.sh	436	# ── 3. Summary ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	53	# ── Resolve script directory + repo root ──────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	66	# ── Defaults ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	132	# ── Arg parsing ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	371	# ── Pre-flight checks ─────────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	422	# ── 1. Build the handler ZIP ──────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	435	# ── 2. SAM validate + deploy ──────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	469	# ── 3. Read stack outputs ─────────────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	501	# ── 4. Upload fixture as a project tarball ────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	511	# ── 5. Render at each chunk count ─────────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	628	# ── 6. Direct v1 ↔ v2 semantic equivalence ────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	662	# ── 7. Gate on baseline PSNR threshold ────────────────────────────────────	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	674	# ── 8. Summary ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-pages.ts	96	// ── Types ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-pages.ts	131	// ── Discovery ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-pages.ts	168	// ── MDX generation ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-pages.ts	1189	// ── Main ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-previews.ts	66	// ── Types ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-previews.ts	79	// ── Discovery ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-previews.ts	136	// ── Preview generation ─────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/generate-catalog-previews.ts	611	// ── CLI ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/studio/vite.config.ts	64	// ── Bridge Hono fetch → Node http response ───────────────────────────────────	COMMENT
MEDIUM	packages/studio/vite.config.ts	94	// ── Vite plugin ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/studio/src/utils/sdkCutoverEligibility.ts	55	// ─── html-attribute safety ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/studio/src/utils/gsapUndoRestore.test.ts	28	// ── Bug 2: undo/redo restore soft-apply ──────────────────────────────────────	COMMENT
MEDIUM	packages/studio/src/utils/sdkResolverShadow.ts	25	// ─── Types ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/studio/src/utils/sdkResolverShadow.ts	42	// ─── Op helpers ───────────────────────────────────────────────────────────────	COMMENT
984 more matches not shown…

Hyper-Verbose Identifiers1962 hits · 1929 pts

Severity	File	Line	Snippet	Context
LOW	test-utils/renderCancellation.ts	4	export function waitForRenderCancellation(	CODE
LOW	docs/contracts/2026-10-07-document-idle-readiness.html	50	<div class="card"><h3>Core paint-and-idle input</h3><p class="plain">The established under-50 ms path remains exact. Slo	CODE
LOW	scripts/catalog-script-inlining.ts	188	function extractPrecedingClassicScripts(	CODE
LOW	scripts/set-version.ts	136	function createReleaseCommitAndTag(version: string, skipMonotonicityCheck: boolean = false) {	CODE
LOW	scripts/set-version.ts	264	export function missingChangelogArtifacts(version: string) {	CODE
LOW	scripts/set-version.ts	272	export function unreviewedChangelogArtifacts(version: string) {	CODE
LOW	scripts/set-version.ts	298	export function hasGeneratedChangelogTodo(content: string) {	CODE
LOW	scripts/set-version.ts	302	export function docsChangelogEntryHasGeneratedTodo(content: string, marker: string) {	CODE
LOW	scripts/set-version.ts	356	function assertNoUnexpectedChanges(changedPaths: string[], allowedPaths: string[]) {	CODE
LOW	scripts/catalog-preview-temp.ts	12	export function createCatalogPreviewTempDir(itemName: string): string {	CODE
LOW	scripts/generate-catalog-pages.ts	380	function generateTextureAgentUsage(	CODE
LOW	scripts/generate-catalog-pages.ts	421	function generateTextureAnimationExample(	CODE
LOW	scripts/cli-options.ts	124	export function parseVersionPositionalArg(	CODE
LOW	scripts/release-prepare.ts	135	export function resolveStableReleaseAction(state: {	CODE
LOW	scripts/release-prepare.ts	161	export function buildSetVersionCommandArgs(options: PrepareOptions) {	CODE
LOW	scripts/catalog-payload-assets.ts	679	export function clearPinnedVariableValues(html: string): string {	CODE
LOW	scripts/changelog-weekly.ts	441	function renderMarkdownWeeklyBullet(commit: WeeklyCommit) {	CODE
LOW⚡	packages/studio/vite.studioMotion.ts	24	export function readStudioDevManualEditManifestContent(projectDir: string): string {	CODE
LOW⚡	packages/studio/vite.studioMotion.ts	28	export function readStudioDevMotionManifestContent(projectDir: string): string {	CODE
LOW⚡	packages/studio/vite.studioMotion.ts	32	export function createStudioDevRenderBodyScripts(	CODE
LOW	packages/studio/vite.adapter.ts	71	export function createProjectSignatureCache({	CODE
LOW	packages/studio/vite.browser.ts	177	async function applyStudioRenderBodyScriptsToThumbnailPage(	CODE
LOW	packages/studio/vite.browser.ts	186	async function reapplyStudioRenderBodyScriptsToThumbnailPage(	CODE
LOW	packages/studio/vite.studio-server-module.ts	8	export function loadStudioServerDevModule(	CODE
LOW	packages/studio/src/webmcp/handles.ts	197	export function elementHandleMatchesProject(handle: string, projectId: string \| null): boolean {	CODE
LOW	packages/studio/src/captions/keyboard.ts	8	export function shouldHandleCaptionNudgeKey(	CODE
LOW	…/studio/src/captions/components/CaptionOverlayUtils.ts	171	export function getOrCreateWrapper(el: HTMLElement): HTMLElement {	CODE
LOW	…/studio/src/captions/components/CaptionOverlayUtils.ts	233	export function applyCaptionModelToIframe(model: {	CODE
LOW⚡	packages/studio/src/contexts/DomEditContext.tsx	137	export function useDomEditActionsContextOptional(): DomEditActionsValue \| null {	CODE
LOW⚡	packages/studio/src/contexts/DomEditContext.tsx	141	export function useDomEditSelectionContext(): DomEditSelectionValue {	CODE
LOW⚡	packages/studio/src/contexts/DomEditContext.tsx	150	export function useDomEditSelectionContextOptional(): DomEditSelectionValue \| null {	CODE
LOW	packages/studio/src/contexts/FileManagerContext.tsx	15	export function useFileManagerContextOptional(): FileManagerValue \| null {	CODE
LOW	packages/studio/src/contexts/TimelineEditContext.tsx	20	export function useTimelineEditContextOptional(): TimelineEditCallbacks {	CODE
LOW	packages/studio/src/contexts/TimelineEditContext.tsx	24	export function useTimelineEditContextValue(): TimelineEditCallbacks \| null {	CODE
LOW	packages/studio/src/contexts/VariablePromoteContext.tsx	109	export function useVariablePromoteChannel(channel: PromoteChannel): ChannelPromote \| null {	CODE
LOW	packages/studio/src/contexts/StudioContext.tsx	80	export function useStudioShellContextOptional(): StudioShellValue \| null {	CODE
LOW	packages/studio/src/contexts/StudioContext.tsx	90	export function useStudioPlaybackContextOptional(): StudioPlaybackValue \| null {	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	49	function resolvePreviewLocalPointer(	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	75	function needsPointerEventsInheritanceFallback(doc: Document, win: Window): boolean {	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	96	function hasOwnPointerEventsOverride(el: HTMLElement, win: Window): boolean {	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	101	function inheritsPointerEventsNoneFromAncestor(el: HTMLElement, win: Window): boolean {	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	119	function hasAuthorPointerEventsNone(el: HTMLElement): boolean {	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	127	function collectPointerEventsNoneTargets(	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	141	function filterAuthorInteractiveTargets(	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	184	export function getPreviewTargetFromPointer(	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	233	export function getAllPreviewTargetsFromPointer(	CODE
LOW	packages/studio/src/utils/studioPreviewHelpers.ts	291	export function pauseStudioPreviewPlayback(iframe: HTMLIFrameElement \| null): number \| null {	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	70	function createStudioSaveAbortError(): Error {	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	94	export function getStudioSaveErrorMessage(error: unknown): string {	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	110	export function isStudioSaveErrorAlreadyToasted(error: unknown): boolean {	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	144	function isRetryableStudioSaveError(error: unknown): boolean {	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	152	export function buildStudioSaveFailureProperties(	CODE
LOW	packages/studio/src/utils/studioSaveDiagnostics.ts	191	export async function createStudioSaveHttpError(	CODE
LOW	packages/studio/src/utils/rdpSimplify.ts	154	function interpolatePropertyAtTime(	CODE
LOW	packages/studio/src/utils/clipboardPayload.ts	33	export function serializeClipboardPayload(payload: ClipboardPayload): string {	CODE
LOW	packages/studio/src/utils/clipboardPayload.ts	41	export function deserializeClipboardPayload(json: string): ClipboardPayload \| null {	CODE
LOW⚡	packages/studio/src/utils/studioUrlState.ts	51	export function resolveMasterCompositionPath(compositions: string[]): string \| null {	CODE
LOW⚡	packages/studio/src/utils/studioUrlState.ts	61	export function normalizeStudioUrlPanelTab(tab: RightPanelTab \| null): RightPanelTab \| null {	CODE
LOW⚡	packages/studio/src/utils/studioUrlState.ts	67	export function normalizeStudioCompositionPath(	CODE
LOW	packages/studio/src/utils/studioUrlState.ts	162	export function parseStudioUrlStateFromHash(hash: string): StudioUrlState {	CODE
1902 more matches not shown…

Over-Commented Block402 hits · 354 pts

Severity	File	Line	Snippet	Context
LOW	lefthook.yml	21	# it so skills-manifest.json (repo root) never drifts from skills/ (CI	COMMENT
LOW	docs/catalog-gallery.css	41	#navigation-items .sidebar-group > li[data-active-nav-item="true"] > a[href="/catalog"],	COMMENT
LOW	docs/snippets/catalog-detail.jsx	1801	//	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	741	// === SCENE 1 (0-2.5s) — hook ===	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	1021	// s7, s8 are shader anchors — HyperShader manages their opacity after transitions	COMMENT
LOW	examples/gcp-cloud-run/scripts/smoke.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/aws-lambda/scripts/eval.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/aws-lambda/scripts/eval.sh	341	ffmpeg -nostdin -v error -i "$a" -i "$b" -lavfi "psnr=stats_file=$log" -f null - 2>/dev/null \|\| true	COMMENT
LOW	examples/aws-lambda/scripts/smoke.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/aws-lambda/scripts/smoke.sh	21	# - ffprobe (normalized stream metadata + duration)	COMMENT
LOW	examples/aws-lambda/scripts/smoke.sh	41	# ./lambda-smoke-artifacts/renders/N<N>-history.json	COMMENT
LOW	examples/aws-lambda/scripts/smoke.sh	61	# shellcheck source=./_smoke-config.sh	COMMENT
LOW	scripts/test-skills-fresh.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/test-skills-fresh.sh	21	# `skills add` only copies skills/. The capture tool you changed lives in	COMMENT
LOW	scripts/test-skills-fresh.sh	41	# npm global prefix ($TEST_DIR/.npm-global). npx checks that prefix before its	COMMENT
LOW	scripts/check-large-files.sh	1	#!/bin/sh	COMMENT
LOW	scripts/check-large-files.sh	121	# of megabytes. `docs/changelog.mdx` is the case that forced this: half a	COMMENT
LOW	scripts/upload-docs-images.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/lint-skills.ts	81	//	COMMENT
LOW	scripts/lint-skills.ts	261	// ---------------------------------------------------------------------------	COMMENT
LOW	scripts/lint-skills.ts	281	// never invents a violation, it only misses some):	COMMENT
LOW	packages/studio/vite.config.ts	341	watch: {	COMMENT
LOW	packages/studio/src/utils/designInputTracking.ts	1	import { trackStudioEvent } from "./studioTelemetry";	COMMENT
LOW	packages/studio/src/utils/gsapSoftReload.ts	341	// children) and re-running a single script wipes every OTHER composition,	COMMENT
LOW	packages/studio/src/utils/gsapSoftReload.ts	361	// timeline to the wrong frame and leaves the element (and its overlay)	COMMENT
LOW	packages/studio/src/utils/sdkResolverShadow.ts	361	// sessionElementCount > 0 + element_not_found = runtime-only element;	COMMENT
LOW	packages/studio/src/utils/sdkResolverShadow.ts	441	trackStudioEvent("sdk_resolver_shadow", {	COMMENT
LOW	packages/studio/src/utils/gsapUndoRestore.ts	101		COMMENT
LOW	packages/studio/src/utils/reloadDebug.ts	1	// Preview full-reload diagnostics — grep [hf-reload]. Off by default; opt in per	COMMENT
LOW	packages/studio/src/utils/selectDebug.ts	1	// Canvas selection diagnostics — grep [hf-select]. Off by default; opt in with	COMMENT
LOW	…ckages/studio/src/components/renders/useRenderQueue.ts	81	// composition switch.	COMMENT
LOW	…es/studio/src/components/feedback/projectProvenance.ts	1	import { buildProjectApiPath } from "../../utils/projectRouting";	COMMENT
LOW	…ages/studio/src/components/feedback/feedbackTrigger.ts	1	// ---------------------------------------------------------------------------	COMMENT
LOW	…/studio/src/components/nle/useTimelineEditCallbacks.ts	301	if (selection) {	COMMENT
LOW	…ages/studio/src/components/nle/AssetPreviewOverlay.tsx	101		COMMENT
LOW	packages/studio/src/components/nle/NLEContext.tsx	101	setShadowIframeNode,	COMMENT
LOW	packages/studio/src/components/editor/useFxCarve.ts	281	if (lanes.length > 0 \|\| carriedOver.lanes.length !== automation.lanes.length) {	COMMENT
LOW	…ges/studio/src/components/editor/MotionPathOverlay.tsx	141	);	COMMENT
LOW	…ges/studio/src/components/editor/MotionPathOverlay.tsx	281	? geometry.nodes.map((n, i) => (i === draft.index ? { ...n, x: draft.x, y: draft.y } : n))	COMMENT
LOW	…dio/src/components/editor/offCanvasIndicatorRefresh.ts	41	const Observer = doc.defaultView?.MutationObserver ?? globalThis.MutationObserver;	COMMENT
LOW	…/src/components/editor/propertyPanelFlatPrimitives.tsx	301	// pointermove faster than that, and a pure debounce (reset the timer on	COMMENT
LOW	…/src/components/editor/propertyPanelFlatPrimitives.tsx	321	// Always the current render's onCommit — read inside the throttle timer	COMMENT
LOW	…/src/components/editor/propertyPanelFlatPrimitives.tsx	481	// their own logic already handles (or intentionally leaves)	COMMENT
LOW	packages/studio/src/components/editor/domEditingDom.ts	141	}	COMMENT
LOW	…studio/src/components/editor/useDomEditOverlayRects.ts	161	// An explicitly-selected element's overlay must track it whenever it's laid	COMMENT
LOW	…ges/studio/src/components/editor/useFxCarveGrouping.ts	201	* Reads the element's `data-label` as well as its id and `src`, because a clip's	COMMENT
LOW	…studio/src/components/editor/domEditOverlayGeometry.ts	41		COMMENT
LOW	…ges/studio/src/components/editor/PropertyPanelFlat.tsx	141	? "media"	COMMENT
LOW	…ges/studio/src/components/editor/PropertyPanelFlat.tsx	161	// just toggled. Two ids, not one: the clicked (newly-opening/closing) group	COMMENT
LOW	packages/studio/src/hooks/gsapTweenSynth.ts	81	byPct.set(kf.percentage, { ...kf, properties: { ...kf.properties } });	COMMENT
LOW	packages/studio/src/hooks/useDomEditAttributeCommits.ts	221	],	COMMENT
LOW	packages/studio/src/hooks/timelineAudioGroupVolume.ts	81	* ensures the NEXT parse is honest, and a live attribute patch does not cause	COMMENT
LOW	packages/studio/src/hooks/useGsapScriptCommits.ts	461	);	COMMENT
LOW	packages/studio/src/hooks/gsapKeyframeCacheHelpers.ts	81	const sourceAnimations = new Map<string, GsapAnimation[]>();	COMMENT
LOW	packages/studio/src/hooks/useTimelineGroupEditing.ts	261	// Running it anyway is what made the mirrored z-order lane move blink —	COMMENT
LOW	packages/studio/src/hooks/useSdkSession.ts	121		COMMENT
LOW	packages/studio/src/hooks/gsapResizeIntercept.ts	321	// sent almost every element to the fallback below: a 630px chip scaled by	COMMENT
LOW	packages/studio/src/hooks/gsapResizeIntercept.ts	341	//	COMMENT
LOW	packages/studio/src/hooks/gsapResizeIntercept.ts	461	if (measured === "settled") return true;	COMMENT
LOW	packages/studio/src/hooks/useAnimatedPropertyCommit.ts	461	throw new GsapEditBlockedError("no-selector");	COMMENT
342 more matches not shown…

AI Slop Vocabulary79 hits · 185 pts

Severity	File	Line	Snippet	Context
MEDIUM	…cs/public/catalog/blocks/code-snippet-dark-modern.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n<head><base href=\"/public/catalog/items/code-snippet-dark-modern/\"><scri	CODE
MEDIUM	docs/public/catalog/blocks/camcorder-hud.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n <head><script data-hf-after-fonts-fallback=\"\">document.addEventListene	CODE
MEDIUM	docs/public/catalog/blocks/code-snippet-dark-2026.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n<head><base href=\"/public/catalog/items/code-snippet-dark-2026/\"><script	CODE
MEDIUM	docs/public/catalog/blocks/freeze-frame-dressing.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n <head><script data-hf-after-fonts-fallback=\"\">document.addEventListene	CODE
MEDIUM	docs/public/catalog/blocks/thread-message-stack.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n<head><script data-hf-after-fonts-fallback=\"\">document.addEventListener(	CODE
MEDIUM	docs/public/catalog/blocks/editorial-flash-overlay.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n <head><script data-hf-after-fonts-fallback=\"\">document.addEventListene	CODE
MEDIUM	docs/public/catalog/blocks/gallery-tunnel.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	docs/public/catalog/blocks/gallery-tunnel.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head>\n <meta charset=\"utf-8\" />\n <meta name=\"viewport\" cont	CODE
MEDIUM	…/public/catalog/blocks/organic-light-leak-overlay.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n <head><script data-hf-after-fonts-fallback=\"\">document.addEventListene	CODE
MEDIUM	docs/public/catalog/blocks/code-slice-hero.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/code-slice-hero/\">\n <meta	CODE
MEDIUM	docs/public/catalog/blocks/code-slice-hero.json	1	{"html":"<!doctype html>\n<html lang=\"en\">\n <head><base href=\"/public/catalog/items/code-slice-hero/\">\n <meta	CODE
MEDIUM	docs/public/catalog/components/shutter-slam.json	1	{"html":"<!DOCTYPE html>\n<html lang=\"en\">\n<head><script data-hf-after-fonts-fallback=\"\">document.addEventListener(	CODE
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	5	# 1. Render in-process locally (regression harness) → wall-clock	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	13	# The "local" timing includes `bun` + `tsx` + harness startup	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	16	# AGAINST Lambda on tiny fixtures (where harness boot dominates) and	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	213	# ── 2a. Local in-process timing via the regression harness ────────────	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	214	# The harness renders the fixture in-process locally and compares it to	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	216	# (the harness discards its tempdir); we only need its wall-clock here	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	218	# `output/output.mp4` baseline — the same artifact the harness produced	COMMENT
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	346	# render — the harness above discards its tempdir, and the baseline	COMMENT
MEDIUM	examples/aws-lambda/scripts/smoke.sh	69	# The producer regression harness uses 50 dB as its PSNR floor for	COMMENT
MEDIUM	…ages/studio/src/components/editor/EaseCurveSection.tsx	282	// `ease` changes, `curve` already equals the draft, so the handoff is seamless.	COMMENT
MEDIUM	…studio/src/player/components/TimelineFxButton.test.tsx	147	// The design doc calls the sentence this dialog carries "the highest-leverage	COMMENT
MEDIUM	packages/producer/de-canary-suite.sh	24	11c1c878 clean # media-heavy; false de-fail history (harness artifacts)	CODE
MEDIUM	…ucer/tests/nested-subcomp-depth-3/output/compiled.html	22	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…kages/producer/tests/style-2-prod/output/compiled.html	141	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	packages/producer/tests/d3-adapter/output/compiled.html	66	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…kages/producer/tests/style-3-prod/output/compiled.html	127	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ages/producer/tests/style-11-prod/output/compiled.html	414	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…kages/producer/tests/html-dir-rtl/output/compiled.html	39	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…/producer/tests/fast-capture-gsap/output/compiled.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…roducer/tests/google-maps-adapter/output/compiled.html	62	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…oducer/tests/font-variant-numeric/output/compiled.html	31	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…er/tests/distributed/mp4-h265-sdr/output/compiled.html	31	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…er/tests/distributed/mp4-h264-sdr/output/compiled.html	31	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…/tests/distributed/three-boundary/output/compiled.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ucer/tests/distributed/mov-prores/output/compiled.html	31	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…oducer/tests/distributed/webm-vp9/output/compiled.html	47	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…er/tests/distributed/png-sequence/output/compiled.html	47	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…stributed/three-boundary-deferred/output/compiled.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…tributed/static-volume-future-set/output/compiled.html	38	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…producer/tests/hdr-hlg-regression/output/compiled.html	38	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…roducer/tests/portrait-edge-bleed/output/compiled.html	14	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ges/producer/tests/variables-prod/output/compiled.html	66	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ges/producer/tests/mapbox-adapter/output/compiled.html	61	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ages/producer/tests/style-16-prod/output/compiled.html	95	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ages/producer/tests/style-17-prod/output/compiled.html	23	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…kages/producer/tests/style-9-prod/output/compiled.html	39	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ts/static-dedup-nested-visibility/output/compiled.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…kages/producer/tests/style-5-prod/output/compiled.html	63	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…roducer/tests/pip-video-late-host/output/compiled.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…sts/gsap-redraw-start-and-overlap/output/compiled.html	38	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…cer/tests/sub-comp-height-percent/output/compiled.html	15	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ages/producer/tests/style-15-prod/output/compiled.html	127	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ckages/producer/tests/sub-comp-t0/output/compiled.html	70	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…ucer/tests/hf2550-video-subcomposition-ghost/meta.json	3	"description": "Regression for HF#2550: a full-length <video> forced captureBeyondViewport on for every render (resolv	CODE
MEDIUM	…tests/hf2550-video-subcomposition-ghost/src/index.html	16	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…osition-ghost/src/compositions/stat-card-32a3806f.html	17	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…host/src/compositions/flowchart-vertical-4973fa42.html	18	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
MEDIUM	…s/producer/tests/maplibre-adapter/output/compiled.html	62	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE
19 more matches not shown…

Hallucination Indicators14 hits · 140 pts

Severity	File	Line	Snippet	Context
CRITICAL	…o/src/components/nle/useTimelineEditCallbacks.test.tsx	438	expect(mocks.actions.handleGsapRemoveAllKeyframes.mock.calls.map((call) => call[0])).toEqual([	CODE
CRITICAL	…/src/player/components/TimelineAutomationLane.test.tsx	869	const right = (nearB.props.onPreview.mock.calls.at(-1)?.[0] as HfAutomation \| undefined)	CODE
CRITICAL	…/src/player/components/TimelineAutomationLane.test.tsx	876	const left = (nearA.props.onPreview.mock.calls.at(-1)?.[0] as HfAutomation \| undefined)	CODE
CRITICAL	…/tests/distributed/three-boundary/output/compiled.html	27	function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?defi	CODE
CRITICAL	…stributed/three-boundary-deferred/output/compiled.html	27	function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?defi	CODE
CRITICAL	…s/producer/tests/maplibre-adapter/output/compiled.html	112	define("index",["exports","./shared"],(function(t,e){"use strict";var i="4.7.1";let a,s;const o={now:"undefined"!=typeof	CODE
CRITICAL	packages/parsers/src/gsapParser.ts	2742	if (anim.method === "fromTo") loc.target.call.node.arguments.splice(1, 1);	CODE
CRITICAL	packages/parsers/src/gsapParser.ts	2758	loc.target.call.node.arguments.push(parseExpr("0"));	CODE
CRITICAL	…apture/captureCompositionFrame.browserFallback.test.ts	240	const onRequest = opened.page.on.mock.calls.find(([event]) => event === "request")![1];	CODE
CRITICAL	registry/blocks/glass-shard-title/assets/glass-main.js	3586	}`,Je={alphahash_fragment:Fu,alphahash_pars_fragment:Bu,alphamap_fragment:zu,alphamap_pars_fragment:Vu,alphatest_fragmen	CODE
CRITICAL	…stry/blocks/cuboid-carousel/assets/three.module.min.js	1311	S.material.uniforms.backgroundRotation.value.premultiply(zn),	CODE
CRITICAL	…stry/blocks/cuboid-carousel/assets/three.module.min.js	1345	E.material.uniforms.uvTransform.value.copy(i.matrix),	CODE
CRITICAL	registry/blocks/orbit-card/assets/three.module.min.js	1311	S.material.uniforms.backgroundRotation.value.premultiply(zn),	CODE
CRITICAL	registry/blocks/orbit-card/assets/three.module.min.js	1345	E.material.uniforms.uvTransform.value.copy(i.matrix),	CODE

Modern AI Meta-Vocabulary25 hits · 77 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/changelog-video/SKILL.md	44	Then read `references/build-spec.md` end-to-end (not skimmed) — it defines the brand tokens (TT Norms Pro + ABC Sola	CODE
MEDIUM	.claude/skills/changelog-video/SKILL.md	44	Then read `references/build-spec.md` end-to-end (not skimmed) — it defines the brand tokens (TT Norms Pro + ABC Sola	CODE
MEDIUM⚡	examples/aws-lambda/scripts/eval.sh	14	# scaffolding, not just renderer-internal time. Lambda timing measures	COMMENT
MEDIUM	scripts/test-skills-fresh.sh	167	# --------- step 3: scaffold a fresh test project ---------	COMMENT
MEDIUM	scripts/scaffold-example-manifests.ts	3	// Usage: bun scripts/scaffold-example-manifests.ts [--only warm-grain]	COMMENT
MEDIUM	…tudio/src/components/CompositionMissingBanner.test.tsx	3	// same small React-root scaffold every banner test in this directory uses.	COMMENT
MEDIUM	…io/src/components/editor/domEditingAgentPrompt.test.ts	161	// Both end on the identical guardrails block, byte for byte.	COMMENT
MEDIUM	…ckages/producer/tests/style-10-prod/src/code_review.md	42	### compositions/main-orchestration.html	COMMENT
MEDIUM⚡	packages/lint/src/project.ts	405	// A no-media scaffold has no rendered descendants and can silently mask an authored file below.	COMMENT
MEDIUM⚡	packages/lint/src/project.ts	406	// A scaffold that retained its A-roll <video>/<audio> is visibly non-blank, so this rule leaves it	COMMENT
MEDIUM	packages/lint/src/rules/core.test.ts	292	// --resolution`, the only thing that otherwise keeps the scaffold's copies	COMMENT
MEDIUM	packages/lint/src/rules/core.ts	543	// which rewrites the scaffold's other copies of the resolution too — leaves	COMMENT
MEDIUM	packages/gcp-cloud-run/terraform/workflow.yaml	1	# HyperFrames distributed render orchestration on Cloud Workflows.	COMMENT
MEDIUM	packages/gcp-cloud-run/terraform/main.tf	129	# ── Cloud Workflows orchestration ────────────────────────────────────────────	COMMENT
MEDIUM	packages/gcp-cloud-run/src/sdk/getRenderProgress.ts	169	// control steps (BuildChunkList, AssertChunkCount, the map scaffold).	COMMENT
MEDIUM	packages/cli/src/capture/captureAttempt.ts	317	// Generate project scaffold (index.html, meta.json, CLAUDE.md)	COMMENT
MEDIUM	packages/cli/src/capture/localPage.output.test.ts	17	// Writes what a real attempt writes, through the real scaffold, with whatever URL it navigated.	COMMENT
MEDIUM	packages/cli/src/capture/scaffolding.ts	61	// discovered both the scaffold and the agent's real index.html as	COMMENT
MEDIUM	packages/cli/src/utils/lintProject.test.ts	1049	// The original scaffold bug: data-start BEFORE data-track-index	COMMENT
MEDIUM	packages/cli/src/utils/parseOutputResolution.test.ts	80	// divergent copies is exactly the cross-scaffold drift class this	COMMENT
MEDIUM	packages/cli/src/commands/lambda/render-batch.test.ts	138	// coverage. Repeating it at every entrypoint is deliberate: cross-scaffold	COMMENT
MEDIUM	packages/engine/src/services/videoFrameInjector.test.ts	206	// Regression for the agentic-finecut scenario after PR #1028's ancestor	COMMENT
MEDIUM⚡	.github/workflows/windows-render.yml	247	# Skip skill installation and GitHub checks to keep the canary scaffold offline.	COMMENT
MEDIUM	skills/hyperframes-cli/references/init-and-scaffold.md	43	npx hyperframes capture https://stripe.com # scaffold from a website	CODE
MEDIUM	skills/hyperframes-cli/references/init-and-scaffold.md	43	npx hyperframes capture https://stripe.com # scaffold from a website	CODE

Cross-Language Confusion (JS/TS)12 hits · 68 pts

Severity	File	Line	Snippet	Context
HIGH⚡	packages/cli/src/help.ts	227	print(renderRootHelp() + "\n");	CODE
HIGH⚡	packages/cli/src/help.ts	233	print((isColorSupported ? usage : stripVTControlCharacters(usage)) + "\n");	CODE
HIGH⚡	packages/cli/src/help.ts	241	print(formatExamples(examples) + "\n");	CODE
HIGH	packages/cli/src/audio/analysis/providers/beatThis.ts	34	print(json.dumps({"beats": [float(t) for t in beats], "downbeats": [float(t) for t in downbeats]}))	CODE
HIGH	packages/cli/src/tts/synthesize.ts	100	print(json.dumps({	CODE
HIGH	packages/cli/src/commands/history.ts	304	print(	CODE
HIGH	packages/cli/src/commands/history.ts	376	print(	CODE
HIGH	packages/cli/src/commands/history.ts	407	print(	CODE
HIGH	packages/cli/src/commands/history.ts	437	print(	CODE
HIGH	packages/cli/src/commands/history.ts	475	print(	CODE
HIGH	packages/cli/src/commands/history.ts	513	print(args.json, { entryId: id }, short(id));	CODE
HIGH	packages/cli/src/commands/history.ts	536	print(	CODE

Synthetic Comment Markers8 hits · 50 pts

Severity	File	Line	Snippet	Context
HIGH	ADOPTERS.md	21	\| [HeyGen](https://www.heygen.com) \| [@jrusso1020](https://github.com/jrusso1020) \| Powers	CODE
HIGH	ADOPTERS.md	27	\| [THU-MAIC](https://github.com/THU-MAIC) \| [@wyuc](https://github.com/wyuc) \| Powers	CODE
HIGH	…kages/producer/tests/style-3-prod/output/compiled.html	1599	// Hard cut animation (no fades) as requested	COMMENT
HIGH	…ucer/tests/style-3-prod/src/compositions/captions.html	134	// Hard cut animation (no fades) as requested	COMMENT
HIGH	…kages/producer/tests/style-6-prod/output/compiled.html	777	{ text: "EDITOR AGENT", start: 15.079, end: 17.2 }, // End at 17.2 as requested	CODE
HIGH	…ucer/tests/style-6-prod/src/compositions/captions.html	57	{ text: "EDITOR AGENT", start: 15.079, end: 17.2 }, // End at 17.2 as requested	CODE
HIGH	packages/producer/src/services/fileServer.ts	825	// reading an HTML file (typically small, but a 200KB+ AI-generated	COMMENT
HIGH	registry/examples/swiss-grid/compositions/captions.html	142	// Hard cut animation (no fades) as requested	COMMENT

Structural Annotation Overuse22 hits · 36 pts

Severity	File	Line	Snippet	Context
LOW	docs/guides/claude-design-hyperframes.md	70	## Step 1: Understand the brief	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	87	## Step 2: Pick a skeleton and fill identity	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	127	## Step 3: Fill scenes -- content + animation	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	216	## Step 4: Transitions	COMMENT
LOW	docs/guides/claude-design-hyperframes.md	323	## Step 5: Verify the preview + deliver	COMMENT
LOW	packages/studio/tests/e2e/design-panel-qa-matrix.md	7	## Step 0: demo-failure reproduction (baseline, pre-fix)	COMMENT
LOW⚡	packages/studio/src/captions/parser.ts	183	// Step 1: Extract transcript words from source	COMMENT
LOW⚡	packages/studio/src/captions/parser.ts	189	// Step 2: Look for grouping and word elements in the iframe DOM	COMMENT
LOW	packages/studio/src/captions/parser.ts	204	// Step 5: Read computed styles from the first word or group element	COMMENT
LOW	packages/studio/src/captions/parser.ts	256	// Step 6: Read container styles from group element (if visible background)	COMMENT
LOW	packages/studio/src/captions/parser.ts	284	// Step 7: Apply extracted styles to all groups in the model	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	35	// Step 2: Inline external stylesheets	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	90	// Step 3: Make URLs absolute and fix HTML entity encoding in src attributes	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	186	// Step 4: Extract everything	COMMENT
LOW⚡	packages/sdk/src/engine/mutate.ts	1275	// Step 1: remove the existing tween. Position-derived IDs renumber, so the	COMMENT
LOW⚡	packages/sdk/src/engine/mutate.ts	1282	// Step 2: insert the replacement keyframed tween.	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	11	### Step 1: Clarify	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	24	### Step 2: Scaffold	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	56	### Step 3: Build	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	107	### Step 4: Validate	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	114	### Step 5: Preview	COMMENT
LOW	skills/hyperframes-registry/references/contributing.md	132	### Step 6: Ship	COMMENT

Fake / Example Data28 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	docs/public/catalog-index.json	3631	"placeholder",	CODE
LOW	docs/public/catalog-index.json	6642	"placeholder",	CODE
LOW	packages/studio/src/utils/htmlAttrSafety.ts	41	"placeholder",	CODE
LOW	packages/core/src/utils/htmlAttrSafety.ts	47	"placeholder",	CODE
LOW	packages/core/src/compiler/pageBuild.golden.test.ts	116	runtime: "placeholder",	CODE
LOW	packages/core/src/compiler/pageBuild.golden.test.ts	123	const RENDER: BundleOptions = { runtime: "placeholder", staticGuard: false };	CODE
LOW⚡	packages/core/src/compiler/htmlBundler.ts	90	// 2. runtime: "placeholder" passed → emit src="" for the caller to substitute	COMMENT
LOW⚡	packages/core/src/compiler/htmlBundler.ts	85	function injectInterceptor(html: string, runtimeMode: "inline" \| "placeholder" = "inline"): string {	CODE
LOW⚡	packages/core/src/compiler/htmlBundler.ts	100	} else if (runtimeMode === "placeholder") {	CODE
LOW	packages/core/src/compiler/htmlBundler.ts	884	* - `"placeholder"` — emit `<script ... src=""></script>` so the caller can	COMMENT
LOW	packages/core/src/compiler/htmlBundler.ts	893	runtime?: "inline" \| "placeholder";	CODE
LOW	packages/inspector/src/service.ts	117	runtime: "placeholder",	CODE
LOW	packages/cli/src/auth/user.test.ts	29	want: "Jane Doe",	CODE
LOW	packages/cli/src/telemetry/events.test.ts	1224	resolveExtraPositionals(cmd, "render", { _: ["./p", "Jane", "555-0100"] });	CODE
LOW	packages/studio-server/src/routes/preview.ts	438	runtime: "placeholder",	CODE
LOW	…kages/studio-server/src/helpers/sourceMutation.test.ts	445	{ type: "html-attribute", property: "placeholder", value: "Enter text" },	CODE
LOW	registry/blocks/gallery-tunnel/gallery-tunnel.html	87	{"id":"images","type":"string","label":"Image slots: comma-separated paths, tiled into the panels (e.g. assets/s	CODE
LOW	registry/blocks/gallery-tunnel/registry-item.json	20	"placeholder": "assets/shot-1.png,assets/shot-2.png"	CODE
LOW	…blue-sweater-intro-video/blue-sweater-intro-video.html	831	<div class="placeholder">How can I help you today?</div>	CODE
LOW	registry/blocks/cosmic-orb/registry-item.json	86	"placeholder": "0,0.2,1,0.4,0"	CODE
LOW	registry/blocks/cosmic-orb/cosmic-orb.html	57	{"id":"pulseEnvelope","type":"string","label":"Beat pulse envelope (comma-separated 0-1 samples)","default":"","	CODE
LOW	…stry/blocks/oscilloscope-trace/oscilloscope-trace.html	94	{"id":"dataSeries","type":"string","label":"Data series (waveform=data)","default":"","placeholder":"0,0.4,0.9,0.3,-	CODE
LOW	registry/blocks/oscilloscope-trace/registry-item.json	77	"placeholder": "0,0.4,0.9,0.3,-0.6,-1,-0.2,0.5"	CODE
LOW	registry/blocks/mk-placeholder-grid/registry-item.json	7	"tags": ["placeholder", "media", "grid", "minimal"],	CODE
LOW	registry/blocks/yt-vertical-fill/registry-item.json	7	"tags": ["placeholder", "vertical", "media"],	CODE
LOW	registry/blocks/rack-focus/rack-focus.html	116	{"id":"pullease","type":"string","label":"Pull easing (GSAP ease)","default":"power2.inOut","placeholder":"power	CODE
LOW	registry/blocks/rack-focus/registry-item.json	97	"placeholder": "power2.inOut"	CODE
LOW	registry/components/trust-strip/trust-strip.html	133	marks = ["Northwind", "Acme Corp", "Globex", "Initech", "Umbra"];	CODE

Verbosity Indicators10 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/studio/src/captions/parser.ts	183	// Step 1: Extract transcript words from source	COMMENT
LOW⚡	packages/studio/src/captions/parser.ts	189	// Step 2: Look for grouping and word elements in the iframe DOM	COMMENT
LOW	packages/studio/src/captions/parser.ts	204	// Step 5: Read computed styles from the first word or group element	COMMENT
LOW	packages/studio/src/captions/parser.ts	256	// Step 6: Read container styles from group element (if visible background)	COMMENT
LOW	packages/studio/src/captions/parser.ts	284	// Step 7: Apply extracted styles to all groups in the model	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	35	// Step 2: Inline external stylesheets	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	90	// Step 3: Make URLs absolute and fix HTML entity encoding in src attributes	COMMENT
LOW	packages/cli/src/capture/htmlExtractor.ts	186	// Step 4: Extract everything	COMMENT
LOW⚡	packages/sdk/src/engine/mutate.ts	1275	// Step 1: remove the existing tween. Position-derived IDs renumber, so the	COMMENT
LOW⚡	packages/sdk/src/engine/mutate.ts	1282	// Step 2: insert the replacement keyframed tween.	COMMENT

Example Usage Blocks6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	examples/gcp-cloud-run/scripts/smoke.sh	11	# Usage:	COMMENT
LOW	examples/aws-lambda/scripts/smoke.sh	10	# Usage:	COMMENT
LOW	scripts/test-skills-fresh.sh	26	# Usage:	COMMENT
LOW	scripts/check-large-files.sh	14	# Usage:	COMMENT
LOW	…ills/remotion-to-hyperframes/assets/test-corpus/run.sh	9	# Usage:	COMMENT
LOW	…mes/assets/test-corpus/tier-4-escape-hatch/validate.sh	8	# Usage:	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/gcp-cloud-run/terraform/providers.tf	1	# This module is applied directly (by `examples/gcp-cloud-run/scripts/smoke.sh`	COMMENT

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	skills/remotion-to-hyperframes/scripts/lint_source.py	244	CODE
LOW	skills/media-use/audio/scripts/lyria-recipe.py	54	CODE
LOW	skills/media-use/audio/scripts/lyria-recipe.py	98	CODE

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	skills/media-use/audio/scripts/lib/gemini-auth.py	44	except Exception:	CODE
MEDIUM	skills/media-use/audio/scripts/lib/gemini-auth.py	13	def authenticate():	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ages/cli/src/capture/publicNetwork.integration.test.ts	81	function handleRequest(request: IncomingMessage, response: ServerResponse) {	CODE
LOW	packages/cli/src/auth/loopback.ts	112	function handleRequest(	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	skills/remotion-to-hyperframes/scripts/lint_source.py	38		CODE
LOW	skills/media-use/audio/scripts/lyria-recipe.py	14		CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/publish.yml	260	# Check if this version is already published	COMMENT

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…s/producer/tests/maplibre-adapter/output/compiled.html	108	define("shared",["exports"],(function(t){"use strict";function e(t,e,r,n){return new(r\|\|(r=Promise))((function(i,s){func	CODE

heygen-com/hyperframes

Open-Source Code Quality, Security and Technical Debt Review