1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-07

Last Push

2.9K

Stars

TypeScript

Language

272.9K

Lines of Code

995

Files

386

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 5.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 300 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 8.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 353 finding(s).

PR Review Velocity Impact 9.6/100 · LOW

Which changes need focused human review? 386 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 0HIGH 0MEDIUM 82LOW 304

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 386 distinct pattern matches across 9 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 Identifiers274 hits · 260 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/reader/keyboard.ts	65	export function shouldIgnoreKeyboardShortcut(	CODE
LOW	packages/core/src/reader/justified-text.ts	60	export function detectJustifyCapabilities(view: unknown): JustifyCapabilities {	CODE
LOW	packages/core/src/reader/justified-text.ts	296	export function installReadAnyJustifiedText(root: unknown): void {	CODE
LOW	packages/core/src/reader/selection-note.ts	30	export function createSelectionNoteMutation(	CODE
LOW	packages/core/src/reader/annotation-order.ts	39	export function compareAnnotationPosition(	CODE
LOW	packages/core/src/translation/chapter-cache.ts	46	export async function getChapterTranslationSettings(	CODE
LOW	packages/core/src/translation/chapter-cache.ts	89	export async function updateChapterTranslationSettings(	CODE
LOW	packages/core/src/stores/sync-store.ts	45	async function flushPendingReadingSession(): Promise<void> {	CODE
LOW	packages/core/src/stores/sync-store.ts	56	function notifyLibraryStateChanged(): void {	CODE
LOW	packages/core/src/stores/sync-store.ts	72	async function loadPersistedSyncRuntimeState(): Promise<PersistedSyncRuntimeState> {	CODE
LOW	packages/core/src/stores/sync-store.ts	275	async function persistCurrentConfigUpdate(config: SyncConfig): Promise<void> {	CODE
LOW	packages/core/src/stores/tts-store.ts	145	function syncProfileUpdatesFromLegacyFields(	CODE
LOW	packages/core/src/stores/annotation-store.ts	49	async function refreshDerivedAnnotationState(	CODE
LOW	packages/core/src/utils/book-metadata.ts	31	export function createBookMetadataFormValues(book: Book): BookMetadataFormValues {	CODE
LOW	packages/core/src/utils/book-metadata.ts	49	export function hasMissingBookMetadataAutoFillTargets(values: BookMetadataFormValues): boolean {	CODE
LOW	packages/core/src/utils/book-metadata.ts	61	export function mergeMissingBookMetadataValues(	CODE
LOW	packages/core/src/utils/api.ts	265	function sanitizeOpenAICompatibleBaseUrl(url: string): string {	CODE
LOW	packages/core/src/utils/api.ts	290	export function providerSupportsExactRequestUrl(providerId: string): boolean {	CODE
LOW	packages/core/src/utils/api.ts	387	export function isOllamaEmbeddingEndpointUrl(url: string): boolean {	CODE
LOW	packages/core/src/utils/api.ts	410	export function normalizeEmbeddingEndpointUrl(	CODE
LOW	packages/core/src/utils/api.ts	525	function getDefaultEmbeddingEndpointFetch(): EmbeddingEndpointFetch \| undefined {	CODE
LOW	packages/core/src/utils/chat-utils.ts	18	function findCitationIndexFromToolCalls(entry: any, toolCalls: any[] \| undefined): number \| undefined {	CODE
LOW	packages/core/src/utils/chat-utils.ts	219	export function mergeMessagesWithStreaming(	CODE
LOW	packages/core/src/rag/builtin-embedding-service.ts	9	export function createBuiltinEmbeddingService(builtinModelId: string): QueryEmbeddingService {	CODE
LOW	packages/core/src/rag/vectorize-trigger.ts	287	async function generateBuiltinEmbeddings(	CODE
LOW	packages/core/src/rag/chapter-structure.ts	23	export function buildChapterSectionGroups(	CODE
LOW	packages/core/src/rag/chapter-structure.ts	87	function shouldUseTocItemAsChapterAnchor(	CODE
LOW	packages/core/src/rag/chapter-structure.ts	121	function getSectionIndexForTocItem(	CODE
LOW	packages/core/src/rag/search.ts	110	function getOrBuildInvertedIndex(chunks: Chunk[], bookId: string): InvertedIndex {	CODE
LOW	packages/core/src/rag/remote-embedding.ts	25	export async function requestRemoteEmbeddingBatch(	CODE
LOW	packages/core/src/rag/remote-embedding.ts	85	function parseRemoteEmbeddingResponse(json: unknown, isOllama: boolean): number[][] {	CODE
LOW	packages/core/src/rag/tokenizer.ts	193	function extractAlphanumericTokens(text: string): string[] {	CODE
LOW	packages/core/src/rag/embedding-provenance.ts	8	export function normalizeEmbeddingEndpoint(endpoint: string): string {	CODE
LOW	packages/core/src/feedback/feedback-service.ts	307	export function installFeedbackLogCapture(): () => void {	CODE
LOW	packages/core/src/feedback/feedback-service.ts	546	export async function refreshAndCountUnreadFeedback(): Promise<number> {	CODE
LOW	packages/core/src/ai/local-embedding-service.ts	163	export function setEmbeddingWorkerFactory(factory: () => Worker): void {	CODE
LOW	packages/core/src/ai/think-tag-parser.ts	8	function getTrailingTagPrefixLength(value: string, tag: string): number {	CODE
LOW	packages/core/src/ai/system-prompt.ts	131	function buildTurnAvailableToolsSection(allowedToolNames?: string[]): string {	CODE
LOW	packages/core/src/ai/tool-call-state.ts	4	export function toolCallPartToMessageToolCall(part: ToolCallPart) {	CODE
LOW	packages/core/src/ai/tool-call-state.ts	63	export function markRunningToolCallPartsAsError(	CODE
LOW	packages/core/src/ai/chapter-reference-resolver.ts	107	function extractQueryChapterNumber(query: string): number \| undefined {	CODE
LOW	packages/core/src/ai/chat-memory.ts	36	export async function maybeCompressThreadMemory(	CODE
LOW	packages/core/src/ai/test-endpoint.ts	139	async function listOpenAICompatibleModels(endpoint: AIEndpoint): Promise<string[]> {	CODE
LOW	packages/core/src/ai/test-endpoint.ts	320	export function getAIEndpointRequestPreview(endpoint: AIEndpoint, preferredModel?: string): string {	CODE
LOW	packages/core/src/ai/fallback-content-service.ts	82	export function setFallbackContentProvider(provider: FallbackContentProvider \| null): void {	CODE
LOW	packages/core/src/ai/llm-provider.ts	32	function shouldSanitizeCustomHeaders(endpoint: AIEndpoint): boolean {	CODE
LOW	packages/core/src/ai/llm-provider.ts	69	function countToolSchemaParameters(tools: unknown): number {	CODE
LOW	packages/core/src/ai/llm-provider.ts	166	function requestBodyHasLargeTokenLimit(summary: Record<string, unknown> \| undefined): boolean {	CODE
LOW	packages/core/src/ai/llm-provider.ts	171	function shouldRetryWithoutTokenLimit(args: {	CODE
LOW	packages/core/src/ai/llm-provider.ts	257	function shouldPatchGeminiThoughtSignatures(	CODE
LOW	packages/core/src/ai/llm-provider.ts	272	function hasGeminiThoughtSignature(toolCall: Record<string, unknown>): boolean {	CODE
LOW	packages/core/src/ai/llm-provider.ts	282	function patchGeminiThoughtSignatureBody(bodyText: string): string \| undefined {	CODE
LOW	packages/core/src/ai/llm-provider.ts	336	async function patchGeminiThoughtSignatureRequest(	CODE
LOW	packages/core/src/ai/llm-provider.ts	587	export async function createChatModelFromEndpoint(	CODE
LOW	packages/core/src/ai/fallback-source-resolver.ts	20	export async function getFallbackChaptersForBook(	CODE
LOW	packages/core/src/ai/fallback-source-resolver.ts	77	export function findFallbackSegmentByQuote(	CODE
LOW	packages/core/src/ai/fallback-source-resolver.ts	95	export function findFallbackSegmentByTerms(	CODE
LOW	packages/core/src/ai/fallback-source-resolver.ts	132	export async function resolveFallbackCitationSource(args: {	CODE
LOW	packages/core/src/ai/reading-context-service.ts	215	export function getReadingContextSnapshot(): ReadingContext \| null {	CODE
LOW	packages/core/src/ai/tools/rag-tools.ts	296	export function createResolveChapterReferenceTool(bookId: string): ToolDefinition {	CODE
214 more matches not shown…

Decorative Section Separators79 hits · 225 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/src/translation/providers.ts	545	// ─── Microsoft Edge Translate (Free, no API key required) ─────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	29	// ─── File-based Log System ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	364	// ─── Rate Limiting (local) ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	391	// ─── Submit Feedback ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	471	// ─── Local Storage ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	566	// ─── Status Refresh ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	623	// ─── Device Info Collection ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/feedback/feedback-service.ts	636	// ─── Feedback Detail ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	71	// ━━━━━ 📅 阅读天数 (6 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	85	// ━━━━━ 🔥 连续阅读 (5 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	97	// ━━━━━ ⏱ 阅读时长 (5 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	109	// ━━━━━ 📚 阅读书籍 (5 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	121	// ━━━━━ ✅ 读完书籍 (5 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	133	// ━━━━━ 📝 笔记高亮 (4 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	144	// ━━━━━ 🧠 深度阅读 (4 tiers) ━━━━━	COMMENT
MEDIUM	packages/core/src/stats/badges.ts	154	// ━━━━━ 🌟 特殊习惯 (5 independent) ━━━━━	COMMENT
MEDIUM	…kages/app/src/components/settings/FeedbackSettings.tsx	395	// ─── Detail View ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app/src/components/tts/FloatingTTSBubble.tsx	24	// ─── Main floating bubble ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/assets/reader/reader.template.html	167	// ═══════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/app-expo/assets/reader/reader.template.html	170	// ═══════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	171	// ──────────────────────────── helpers ────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	206	// ──────────────────────────── ReaderScreen ────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	387	// ── System info (clock/battery/statusBar/SafeArea) ─────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	391	// ── Bookmark ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	425	// ── Search ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	886	// ── Volume button paging ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	951	// ── Non-TTS callbacks ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/ReaderScreen.tsx	1057	// ── Book loading effects ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/reader-icons.tsx	7	// ──────────────────────────── Settings Icon (Gear) ────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	31	// ─── Types for the bridge ref the hook needs ───────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	49	// ─── Hook inputs ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	67	// ─── Hook outputs ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	170	// ─── TTS Store ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	190	// ─── TTS State ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	200	// ─── TTS Refs ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	253	// ─── Cover URI resolution ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	286	// ─── Reset context caches when bookId changes ───────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	331	// ─── Sync segment refs whenever state changes ───────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	343	// ─── Derived values ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	418	// ─── Utility callbacks ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	527	// ─── Context cache ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	581	// ─── getNormalizedVisibleTTSSegments ───────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	605	// ─── logTTSExtractionDiagnostics ──────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	722	// ─── primeTTSLyricContext ──────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	969	// ─── recoverTTSLyricsState ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	1129	// ─── handleTTSPageEnd ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	1241	// ─── startPageTTSFromCfi ──────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	1359	// ─── startPageTTS ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	1504	// ─── startSelectionTTS ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	1550	// ─── Public handlers ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2057	// ─── TTS event bus listeners ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2079	// ─── TTS highlight sync effects ───────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2273	// ─── DEV-only debug effects ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2335	// ─── Continuous reading effects ───────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2356	// ─── Dynamically append next-page context near the end ─────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2566	// ─── Lyric recovery effects ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/app-expo/src/screens/reader/useReaderTTS.ts	2665	// ─── Cleanup on unmount ────────────────────────────────────────────────────	COMMENT
MEDIUM	…p-expo/src/screens/reader/styles/reader-note-styles.ts	44	// ── Note view modal ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…p-expo/src/screens/reader/styles/reader-note-styles.ts	100	// ── Note tooltip ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-expo/src/screens/reader/styles/reader-sheet-styles.ts	17	// ── Generic bottom sheet ──────────────────────────────────────────────────	COMMENT
19 more matches not shown…

Over-Commented Block15 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/utils/umd-parser.test.ts	1	import { describe, it, expect, vi } from "vitest";	COMMENT
LOW	packages/core/src/sync/per-book-sync.ts	821	.listDir(CHAT_DIR)	COMMENT
LOW	packages/app/src/components/reader/FoliateViewer.tsx	3461		COMMENT
LOW	packages/app/src/components/reader/FoliateViewer.tsx	3481	// book sets one on html it propagates to body text instead of body being	COMMENT
LOW	packages/foliate-js/mobi.js	1061	if (p === "page-spread-right" \|\| p === "rendition:page-spread-right") return "right";	COMMENT
LOW	packages/foliate-js/paginator.js	321		COMMENT
LOW	packages/foliate-js/paginator.js	381	}	COMMENT
LOW	packages/foliate-js/paginator.js	961	#footer	COMMENT
LOW	packages/foliate-js/paginator.js	981	#visibilityHandler = () => {	COMMENT
LOW	packages/foliate-js/paginator.js	1741	else this.#container.append(view.element)	COMMENT
LOW	packages/foliate-js/paginator.js	1921	// Set --_column-count BEFORE measuring the container so the read	COMMENT
LOW	packages/foliate-js/paginator.js	2741	// true until fill completes to prevent the debounced scroll	COMMENT
LOW	packages/app-expo/assets/reader/reader.template.html	1921		COMMENT
LOW	…expo/src/lib/platform/track-player-dashscope-player.ts	141	if (gen !== this._speakGen \|\| this._stopped) return;	COMMENT
LOW	…/app-expo/src/lib/platform/track-player-edge-player.ts	141	if (this._paused) {	COMMENT

Structural Annotation Overuse6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/tauri-v2/SKILL.md	30	### Step 1: Create a Tauri Command	COMMENT
LOW	.agents/skills/tauri-v2/SKILL.md	49	### Step 2: Call from Frontend	COMMENT
LOW	.agents/skills/tauri-v2/SKILL.md	60	### Step 3: Add Required Permissions	COMMENT
LOW	.claude/skills/tauri-v2/SKILL.md	30	### Step 1: Create a Tauri Command	COMMENT
LOW	.claude/skills/tauri-v2/SKILL.md	49	### Step 2: Call from Frontend	COMMENT
LOW	.claude/skills/tauri-v2/SKILL.md	60	### Step 3: Add Required Permissions	COMMENT

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/i18n/locales/ja/onboarding.json	113	"placeholder": "コマンドを検索...",	CODE
LOW	packages/core/src/i18n/locales/zh/onboarding.json	113	"placeholder": "搜索命令...",	CODE
LOW	packages/core/src/i18n/locales/zh-TW/onboarding.json	113	"placeholder": "搜尋指令...",	CODE
LOW	packages/core/src/i18n/locales/ko/onboarding.json	113	"placeholder": "명령어를 검색하세요...",	CODE
LOW	packages/core/src/i18n/locales/fr/onboarding.json	113	"placeholder": "Tapez pour rechercher des commandes...",	CODE
LOW	packages/core/src/i18n/locales/es/onboarding.json	113	"placeholder": "Escribe para buscar comandos...",	CODE
LOW	packages/core/src/i18n/locales/en/onboarding.json	113	"placeholder": "Type to search commands...",	CODE

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/readany-cli/07-delivery-playbook.md	530	### Issue 3 - Content and RAG	COMMENT
MEDIUM	packages/core/src/ai/system-prompt.ts	239	tools.splice(retrievalStartIndex, 0, "", "### Content Retrieval Tools (RAG)");	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/feedback-worker/wrangler.toml	13	# Create a KV namespace and uncomment before production deploy:	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/release.yml	159	# Check if release is a draft	COMMENT

TODO Padding1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/app/src/lib/ruby/pinyin-processor.ts	184	return pinyin; // TODO: implement full pinyin→zhuyin mapping	CODE

codedogQBY/ReadAny

Open-Source Code Quality, Security and Technical Debt Review