Repository Analysis

jackwener/OpenCLI

Make Any Website into CLI & Use your logged-in browser by AI agent.

6.3 Low AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of jackwener/OpenCLI, a JavaScript project with 26,627 GitHub stars. SynthScan v2.0 examined 328,606 lines of code across 2380 source files, recording 1211 pattern matches distributed across 17 syntactic categories. The overall adjusted score of 6.3 places this repository in the Low AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

6.3
Adjusted Score
6.3
Raw Score
100%
Time Factor
2026-07-12
Last Push
26.6K
Stars
JavaScript
Language
328.6K
Lines of Code
2.4K
Files
1.2K
Pattern Hits
2026-07-14
Scan Date
0.01
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 4HIGH 11MEDIUM 289LOW 907

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 1211 distinct pattern matches across 17 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Decorative Section Separators277 hits · 848 pts
SeverityFileLineSnippetContext
MEDIUMautoresearch/eval-skill.ts24// ── Types ──────────────────────────────────────────────────────────COMMENT
MEDIUMautoresearch/eval-skill.ts42// ── Task Definitions (inline, to avoid YAML dependency) ────────────COMMENT
MEDIUMautoresearch/eval-skill.ts95// ── Run Task ───────────────────────────────────────────────────────COMMENT
MEDIUMautoresearch/eval-skill.ts191// ── Main ───────────────────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts80// ─── Console log forwarding ──────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts108// ─── WebSocket connection ────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts216// ─── WebSocket keepalive ─────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts267// ─── Browser target leases ───────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1183// ─── Lifecycle events ────────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1256// ─── Popup status API ───────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1298// ─── Command dispatcher ─────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1364// ─── Action handlers ─────────────────────────────────────────────────COMMENT
MEDIUM…erpowers/plans/2026-03-31-daemon-lifecycle-redesign.md560 // ── Built-in: daemon ──────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js23// ── Completion script content ──────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js58// ── Helpers ────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js74// ── Main ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js146 // ── Spotify credentials template ────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js162 // ── Browser Bridge setup hint ───────────────────────────────────────COMMENT
MEDIUMclis/twitter/trending.js3// ── CLI definition ────────────────────────────────────────────────────COMMENT
MEDIUMclis/twitter/timeline.js5// ── Twitter GraphQL constants ──────────────────────────────────────────COMMENT
MEDIUMclis/twitter/timeline.js140// ── CLI definition ────────────────────────────────────────────────────COMMENT
MEDIUMclis/twitter/thread.js6// ── Twitter GraphQL constants ──────────────────────────────────────────COMMENT
MEDIUMclis/twitter/thread.js103// ── CLI definition ────────────────────────────────────────────────────COMMENT
MEDIUMclis/twitter/utils.js234// ── Engagement scoring (P3) ────────────────────────────────────────────COMMENT
MEDIUMclis/twitter/search.js6// ── Public-search operator surface ─────────────────────────────────────COMMENT
MEDIUMclis/weread-official/utils.js148// ── Formatting helpers ──────────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/utils.js208// ── Deep links ──────────────────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/utils.js243// ── Argument validation ─────────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/utils.js288// ── Empty-result helper ────────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/book.js57 // ── info section ────────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/book.js85 // ── chapters section ────────────────────────────────────────────────COMMENT
MEDIUMclis/weread-official/book.js108 // ── progress section ────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.js105 // ── New chat (must happen before model/thinking selection) ──────COMMENT
MEDIUMclis/gemini/ask.js110 // ── Early validation: model format & thinking value ────────────COMMENT
MEDIUMclis/gemini/ask.js132 // thinking selection) ──────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.js168 // ── Model selection ──────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.js187 // ── Thinking validation and selection ──────────────────────────COMMENT
MEDIUMclis/gemini/models.js19// ── Shared helpers (embedded in browser scripts) ──────────────────────────COMMENT
MEDIUMclis/gemini/models.js247 // ── Parse models from menu items ──────────────────────────────────COMMENT
MEDIUMclis/gemini/models.js276 // ── Close the menu ────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/models.js283// ── Exported script builders ──────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/models.js436// ── Command registration ──────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/models.test.js215// ── DOM fixture tests (jsdom) ──────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js147// ── Command registration ─────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js186// ── validateAskModelValue ────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js258// ── gemini ask orchestration ─────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js265 // ── Baseline behavior (no --model) ───────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js302 // ── Omitted --model (no model change) ────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js334 // ── Valid model selection ────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js412 // ── Alias rejection ──────────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js460 // ── Invalid / unavailable model ──────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js523 // ── Browser Bridge envelope unwrap ───────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js558 // ── Ordering and state ───────────────────────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js588 // ── Model selection + --new interaction ──────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js615 // ── Valid thinking selection (current model matched) ─────────────COMMENT
MEDIUMclis/gemini/ask.test.js680 // ── Invalid thinking value (not standard or extended) ────────────COMMENT
MEDIUMclis/gemini/ask.test.js706 // ── Current-model-scoped validation ──────────────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js756 // ── Union fallback when current model unknown ────────────────────COMMENT
MEDIUMclis/gemini/ask.test.js792 // ── Graceful degradation when discovery returns empty ────────────COMMENT
MEDIUMclis/gemini/ask.test.js827 // ── Failed thinking selection ────────────────────────────────────COMMENT
217 more matches not shown…
Hyper-Verbose Identifiers559 hits · 535 pts
SeverityFileLineSnippetContext
LOWextension/src/cdp.ts519function registerFrameTargetCleanup(): void {CODE
LOWextension/src/cdp.ts743function getOrCreateNetworkCaptureEntry(tabId: number, requestId: string, fallback?: {CODE
LOWextension/src/cdp.ts743function getOrCreateNetworkCaptureEntry(tabId: number, requestId: string, fallback?: {CODE
LOWextension/src/background.ts629function getOwnedContainerGroupTitles(role: OwnedWindowRole): string[] {CODE
LOWextension/src/background.ts644async function focusOwnedWindowIfRequested(windowId: number, mode: WindowMode): Promise<void> {CODE
LOWextension/src/background.ts650async function toOwnedContainerGroupCandidate(group: chrome.tabGroups.TabGroup): Promise<OwnedContainerGroupCandidate | CODE
LOWextension/src/background.ts667function selectOwnedContainerGroupCandidate(candidates: OwnedContainerGroupCandidate[]): OwnedContainerGroupCandidate | CODE
LOWextension/src/background.ts677async function collectOwnedGroupCandidates(role: OwnedWindowRole): Promise<OwnedContainerGroupCandidate[]> {CODE
LOWextension/src/background.ts763function updateOwnedSessionWindowForTabs(role: OwnedWindowRole, tabIds: number[], windowId: number): void {CODE
LOWextension/src/background.ts789async function ensureCanonicalGroupTitle(role: OwnedWindowRole, group: OwnedContainerGroup): Promise<OwnedContainerGroupCODE
LOWextension/src/background.ts799async function convergeOwnedGroupDuplicates(CODE
LOWextension/src/background.ts858async function ensureOwnedContainerGroup(CODE
LOWextension/src/background.ts882async function ensureOwnedContainerGroupUnlocked(CODE
LOWextension/src/background.ts932async function ensureOwnedContainerWindow(CODE
LOWextension/src/background.ts946async function ensureOwnedContainerWindowUnlocked(CODE
LOWextension/src/background.ts1040async function findReusableOwnedContainerTab(windowId: number, ownedGroupId?: number | null): Promise<number | undefinedCODE
LOWextension/src/background.ts1076async function createOwnedTabLeaseUnlocked(leaseKey: string, initialUrl?: string): Promise<ResolvedTab> {CODE
LOWextension/src/background.ts1381function normalizeUrlForComparison(url?: string): string {CODE
LOWextension/src/background.ts1408function enumerateCrossOriginFrames(tree: any): Array<{ index: number; frameId: string; url: string; name: string }> {CODE
LOWextension/src/background.ts1999function stripOpenCliFrameRoutingParams(params: Record<string, unknown>, stripFrameId: boolean): Record<string, unknown>CODE
LOWextension/src/background.ts2039async function handleNetworkCaptureStart(cmd: Command, leaseKey: string): Promise<Result> {CODE
LOWextension/src/background.ts2121async function reconcileTargetLeaseRegistry(): Promise<void> {CODE
LOWtests/e2e/browser-auth-helpers.ts8export async function expectGracefulAuthFailure(args: string[]) {CODE
LOWtests/e2e/browser-public.test.ts38function isBrowserBridgeUnavailable(result: CliResult): boolean {CODE
LOWtests/e2e/browser-public.test.ts96function expectNonEmptyDataOrSkipEnv(data: any[] | null, label: string): data is any[] {CODE
LOWtests/e2e/browser-public.test.ts122function countTiebaReplyFloorOverlap(left: any[] | null, right: any[] | null): number {CODE
LOWtests/e2e/browser-public.test.ts147async function getTiebaReadCandidateOrSkip(CODE
LOWtests/e2e/browser-public.test.ts238async function expectImdbDataOrChallengeSkip(args: string[], label: string): Promise<any[] | null> {CODE
LOWtests/e2e/browser-ax-chrome.test.ts280function shouldFailOnBridgeUnavailable(): boolean {CODE
LOWtests/e2e/public-commands.test.ts12function isExpectedChineseSiteRestriction(code: number, stderr: string): boolean {CODE
LOWtests/e2e/public-commands.test.ts26function isExpectedApplePodcastsRestriction(code: number, stderr: string): boolean {CODE
LOWtests/e2e/public-commands.test.ts32function isExpectedGoogleRestriction(code: number, stderr: string): boolean {CODE
LOWclis/ctrip/hotel-search.js70function assertCheckinBeforeCheckout(checkin, checkout) {CODE
LOWclis/twitter/download.js149function normalizeUserMediaOperation(operation) {CODE
LOWclis/twitter/download.js160function normalizeUserByScreenNameOperation(operation) {CODE
LOWclis/twitter/article.test.js17function createPageWithEvaluateResults(evaluateResults) {CODE
LOWclis/twitter/article.test.js60async function evaluateArticleFetchScript(script, payload) {CODE
LOWclis/twitter/tweets.js101function normalizeUserTweetsOperation(operation) {CODE
LOWclis/twitter/tweets.js112function normalizeUserByScreenNameOperation(operation) {CODE
LOWclis/twitter/tweets.js230function normalizePageDelaySeconds(rawDelay) {CODE
LOWclis/twitter/post.js37function isUnsupportedInsertTextError(err) {CODE
LOWclis/twitter/post.js146async function attachImagesViaDataTransfer(page, absPaths) {CODE
LOWclis/twitter/lists.js79export function getListsManagementInstructions(data) {CODE
LOWclis/twitter/bookmark-folder.js86export function parseBookmarkFolderTimeline(data, seen) {CODE
LOWclis/twitter/utils.js202export function isRecoverableFileInputError(error) {CODE
LOWclis/twitter/utils.js207export async function waitForComposerMediaReady(page, expectedCount = 1) {CODE
LOWclis/twitter/shared.js75export function buildTwitterArticleScopeSource(tweetId) {CODE
LOWclis/twitter/shared.js105export function normalizeTwitterScreenName(value) {CODE
LOWclis/twitter/shared.js137export function normalizeTwitterOperationFlags(value) {CODE
LOWclis/twitter/shared.js146function normalizeOperationFallback(fallback) {CODE
LOWclis/twitter/shared.js171export function looksLikePrivateTwitterTimeline(data) {CODE
LOWclis/twitter/shared.js177export function normalizeTwitterGraphqlPayload(value) {CODE
LOWclis/twitter/shared.js193export function sanitizeTwitterOperationMetadata(resolved, fallback) {CODE
LOWclis/twitter/shared.js225export function parseOperationFromBundleText(text, operationName) {CODE
LOWclis/twitter/shared.js260export async function resolveTwitterOperationMetadata(page, operationName, fallback) {CODE
LOWclis/twitter/search.js184function buildSearchTimelineRequest(operation, rawQuery, product, count, cursor) {CODE
LOWclis/twitter/list-batch-utils.js7export function parseCommaSeparatedUsernames(rawValue, example) {CODE
LOWclis/twitter/list-batch-utils.js37export function parseBatchIntervalSeconds(rawValue) {CODE
LOWclis/mercury/utils.js89export function normalizeReimbursementInput(kwargs) {CODE
LOWclis/mercury/utils.js202export async function assertCreateExpenseSurface(page) {CODE
499 more matches not shown…
Structural Annotation Overuse118 hits · 229 pts
SeverityFileLineSnippetContext
LOWautoresearch/save-adapters/zhihu-search-detail.ts18 // Step 1: NavigateCOMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts21 // Step 2: Search API — filter results by type, extract question IDsCOMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts33 // Step 3: For each result, fetch question stats (answer_count, follower_count)COMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts47 // Step 4: Format outputCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts18 // Step 1: Navigate to note detail pageCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts21 // Step 2: Extract note metadata (title, author, likes)COMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts29 // Step 3: Scroll the note container to trigger comment loadingCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts37 // Step 4: Extract comments from DOMCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts54 // Step 5: Merge note meta + comments into unified outputCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts18 // Step 1: Navigate to question pageCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts21 // Step 2: Fetch question detailCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts29 // Step 3: Fetch top answersCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts38 // Step 4: Fetch related questionsCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts46 // Step 5: Merge three layers into unified outputCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts18 // Step 1: Navigate to search pageCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts20 // Step 2: Wait for async render via MutationObserverCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts28 // Step 3: Scroll 3x to load more contentCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts33 // Step 4: Extract from DOM with deduplicationCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts16 // Step 1: Navigate to explore pageCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts18 // Step 2: Wait for initial content via MutationObserverCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts26 // Step 3: Multi-round adaptive scroll (early stop when no new content)COMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts35 // Step 4: Extract with noteId deduplication + parse likes as integersCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts57 // Step 5: Sort by likes descendingCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts59 // Step 6: Slice and formatCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts16 // Step 1: NavigateCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts19 // Step 2: Fetch hot list (handle 16+ digit IDs)COMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts29 // Step 3: For each hot question, fetch its top answerCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts46 // Step 4: Format outputCOMMENT
LOWdocs/guide/electron-app-cli.md68### Step 1: Build `status`COMMENT
LOWdocs/guide/electron-app-cli.md79### Step 2: Build `dump`COMMENT
LOWdocs/guide/electron-app-cli.md90### Step 3: Build `read`COMMENT
LOWdocs/guide/electron-app-cli.md102### Step 4: Build `send`COMMENT
LOWdocs/guide/electron-app-cli.md111### Step 5: Build `new`COMMENT
LOWdocs/superpowers/plans/2026-03-28-perf-smart-wait.md463 // Step 1: Install fetch/XHR interceptor BEFORE triggerCOMMENT
LOWdocs/superpowers/plans/2026-03-28-perf-smart-wait.md466 // Step 2: Execute the trigger actionCOMMENT
LOWdocs/superpowers/plans/2026-03-28-perf-smart-wait.md480 // Step 3: Wait for network capture instead of fixed sleepCOMMENT
LOWdocs/superpowers/plans/2026-03-28-perf-smart-wait.md483 // Step 4: Retrieve captured dataCOMMENT
LOWdocs/superpowers/plans/2026-03-28-perf-smart-wait.md486 // Step 5: Select from response if specifiedCOMMENT
LOWclis/pixiv/illusts.js29 // Step 1: get all illust IDsCOMMENT
LOWclis/pixiv/illusts.js38 // Step 2: batch fetch details (Pixiv supports up to ~48 IDs per request)COMMENT
LOWclis/pixiv/illusts.test.js33 // Step 1: profile/all returns illust IDsCOMMENT
LOWclis/pixiv/illusts.test.js39 // Step 2: batch detail responseCOMMENT
LOWclis/twitter/reply-dm.js26 // Step 1: Navigate to messages to get conversation listCOMMENT
LOWclis/twitter/reply-dm.js29 // Step 2: Collect conversations with scroll-to-loadCOMMENT
LOWclis/twitter/reply-dm.js101 // Step 3: Iterate through conversations and send messageCOMMENT
LOWclis/twitter/unretweet.js55 // Step 1: click Unretweet button → opens menuCOMMENT
LOWclis/twitter/unretweet.js58 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/retweet.js55 // Step 1: click Retweet button → opens menuCOMMENT
LOWclis/twitter/retweet.js58 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/accept.js29 // Step 1: Navigate to DM requests pageCOMMENT
LOWclis/twitter/accept.js32 // Step 2: Get conversations with scroll-to-loadCOMMENT
LOWclis/twitter/accept.js90 // Step 3: Find first unvisited conversation with keyword match in previewCOMMENT
LOWclis/twitter/accept.js102 // Step 4: Click this conversation to open itCOMMENT
LOWclis/twitter/accept.js119 // Step 5: Read full chat content and find Accept buttonCOMMENT
LOWclis/gemini/models.js453 // Step 1: Open the picker menu (click the model-picker button).COMMENT
LOWclis/gemini/models.js472 // Step 2: Wait for React to render the menu.COMMENT
LOWclis/gemini/models.js475 // Step 3: Read model entries from the open menu.COMMENT
LOWclis/gemini/models.js488 // Step 4: Close the menu. The current Gemini UI can show thinkingCOMMENT
LOWclis/gemini/models.js493 // Step 5: Close the menu.COMMENT
LOWclis/gemini/utils.js2140 // Step 1: Open the picker menu.COMMENT
58 more matches not shown…
Verbosity Indicators102 hits · 202 pts
SeverityFileLineSnippetContext
LOWautoresearch/save-adapters/zhihu-search-detail.ts18 // Step 1: NavigateCOMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts21 // Step 2: Search API — filter results by type, extract question IDsCOMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts33 // Step 3: For each result, fetch question stats (answer_count, follower_count)COMMENT
LOWautoresearch/save-adapters/zhihu-search-detail.ts47 // Step 4: Format outputCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts18 // Step 1: Navigate to note detail pageCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts21 // Step 2: Extract note metadata (title, author, likes)COMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts29 // Step 3: Scroll the note container to trigger comment loadingCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts37 // Step 4: Extract comments from DOMCOMMENT
LOWautoresearch/save-adapters/xhs-note-comments.ts54 // Step 5: Merge note meta + comments into unified outputCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts18 // Step 1: Navigate to question pageCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts21 // Step 2: Fetch question detailCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts29 // Step 3: Fetch top answersCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts38 // Step 4: Fetch related questionsCOMMENT
LOWautoresearch/save-adapters/zhihu-question-full.ts46 // Step 5: Merge three layers into unified outputCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts18 // Step 1: Navigate to search pageCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts20 // Step 2: Wait for async render via MutationObserverCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts28 // Step 3: Scroll 3x to load more contentCOMMENT
LOWautoresearch/save-adapters/xhs-search-full.ts33 // Step 4: Extract from DOM with deduplicationCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts16 // Step 1: Navigate to explore pageCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts18 // Step 2: Wait for initial content via MutationObserverCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts26 // Step 3: Multi-round adaptive scroll (early stop when no new content)COMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts35 // Step 4: Extract with noteId deduplication + parse likes as integersCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts57 // Step 5: Sort by likes descendingCOMMENT
LOWautoresearch/save-adapters/xhs-explore-deep.ts59 // Step 6: Slice and formatCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts16 // Step 1: NavigateCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts19 // Step 2: Fetch hot list (handle 16+ digit IDs)COMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts29 // Step 3: For each hot question, fetch its top answerCOMMENT
LOWautoresearch/save-adapters/zhihu-hot-detail.ts46 // Step 4: Format outputCOMMENT
LOWclis/pixiv/illusts.js29 // Step 1: get all illust IDsCOMMENT
LOWclis/pixiv/illusts.js38 // Step 2: batch fetch details (Pixiv supports up to ~48 IDs per request)COMMENT
LOWclis/pixiv/illusts.test.js33 // Step 1: profile/all returns illust IDsCOMMENT
LOWclis/pixiv/illusts.test.js39 // Step 2: batch detail responseCOMMENT
LOWclis/twitter/reply-dm.js26 // Step 1: Navigate to messages to get conversation listCOMMENT
LOWclis/twitter/reply-dm.js29 // Step 2: Collect conversations with scroll-to-loadCOMMENT
LOWclis/twitter/reply-dm.js101 // Step 3: Iterate through conversations and send messageCOMMENT
LOWclis/twitter/unretweet.js55 // Step 1: click Unretweet button → opens menuCOMMENT
LOWclis/twitter/unretweet.js58 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/retweet.js55 // Step 1: click Retweet button → opens menuCOMMENT
LOWclis/twitter/retweet.js58 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/accept.js29 // Step 1: Navigate to DM requests pageCOMMENT
LOWclis/twitter/accept.js32 // Step 2: Get conversations with scroll-to-loadCOMMENT
LOWclis/twitter/accept.js90 // Step 3: Find first unvisited conversation with keyword match in previewCOMMENT
LOWclis/twitter/accept.js102 // Step 4: Click this conversation to open itCOMMENT
LOWclis/twitter/accept.js119 // Step 5: Read full chat content and find Accept buttonCOMMENT
LOWclis/gemini/models.js453 // Step 1: Open the picker menu (click the model-picker button).COMMENT
LOWclis/gemini/models.js472 // Step 2: Wait for React to render the menu.COMMENT
LOWclis/gemini/models.js475 // Step 3: Read model entries from the open menu.COMMENT
LOWclis/gemini/models.js488 // Step 4: Close the menu. The current Gemini UI can show thinkingCOMMENT
LOWclis/gemini/models.js493 // Step 5: Close the menu.COMMENT
LOWclis/gemini/utils.js2140 // Step 1: Open the picker menu.COMMENT
LOWclis/gemini/utils.js2145 // Step 2: Wait for React to render the menu.COMMENT
LOWclis/gemini/utils.js2148 // Step 3: Click the thinking toggle to expand thinking options.COMMENT
LOWclis/gemini/utils.js2153 // Step 4: Wait for the expanded thinking items to render.COMMENT
LOWclis/gemini/utils.js2157 // Step 5: Select the requested thinking level (also closes the menu).COMMENT
LOWclis/jimeng/generate.js28 // Step 1: Count existing images before generationCOMMENT
LOWclis/jimeng/generate.js31 // Step 2: Clear and set promptCOMMENT
LOWclis/jimeng/generate.js45 // Step 3: Click generateCOMMENT
LOWclis/jimeng/generate.js50 // Step 4: Wait for new images to appearCOMMENT
LOWclis/jimeng/generate.js66 // Step 5: Extract image URLs (use thumbnail URLs which are accessible)COMMENT
LOWclis/chatgpt-app/ax.js371// Step 1: Click the "Options" button to open the popover (support English, Simplified and Traditional Chinese UI)COMMENT
42 more matches not shown…
Fake / Example Data63 hits · 67 pts
SeverityFileLineSnippetContext
LOWautoresearch/eval-skill.ts74 { name: "form-fill-basic", task: "Fill the Customer Name with 'OpenCLI' and Telephone with '555-0100'. Do not submit."CODE
LOWautoresearch/browse-tasks.json445 "opencli browser eval \"var n=document.querySelector('[name=custname]');n.value='Alice';n.dispatchEvent(new Event(CODE
LOWdocs/adapters/browser/linkedin.md74opencli linkedin connect https://www.linkedin.com/in/example/ --expected-name "Jane Doe" --note "quick note" --sendCODE
LOWdocs/adapters/browser/linkedin.md78opencli linkedin safe-send --thread-url https://www.linkedin.com/messaging/thread/abc/ --expected-name "Jane Doe" --messCODE
LOWclis/mercury/utils.js253 allInputs.find((field) => /yyyy|mm|dd|\\d{4}-\\d{2}-\\d{2}/i.test(field.getAttribute('placeholder') || ''));CODE
LOWclis/mercury/utils.js262 /category|select/i.test(\`\${field.getAttribute('placeholder') || ''} \${field.getAttribute('aria-label'CODE
LOWclis/reuters/reuters.test.js63 authors: [{ name: 'Jane Doe' }, { name: 'Bob Smith' }],CODE
LOWclis/producthunt/utils.test.js29 expect(posts[0].author).toBe('Jane Doe');CODE
LOWclis/doubao/utils.js122 placeholder: placeholderNode?.getAttribute('placeholder')CODE
LOWclis/chatwise/utils.js83 placeholder: placeholderEl?.getAttribute('aria-label') || placeholderEl?.textContent || el.getAttribute('plaCODE
LOWclis/linkedin-learning/search.test.js29 expect(parseAuthors([{ firstName: 'Jane', lastName: 'Doe' }])).toBe('Jane Doe');CODE
LOWclis/xiaohongshu/publish.js1069 const placeholder = (el.getAttribute('placeholder') || '').trim();CODE
LOWclis/slock/in-page.test.js344 globalThis.localStorage = { getItem: () => 'fake-token', setItem: () => {} };CODE
LOWclis/jike/comment.js49 const ph = ta.getAttribute('placeholder') || '';CODE
LOWclis/qoder/_utils.js139 editor.getAttribute('placeholder') || '',CODE
LOWclis/linkedin/connect.test.js112 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true CODE
LOWclis/linkedin/connect.test.js114 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', pending: true, connectACODE
LOWclis/linkedin/connect.test.js116 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/' }, 'Jane Doe', 'https://CODE
LOWclis/linkedin/connect.test.js121 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', alreadyConnected: true CODE
LOWclis/linkedin/connect.test.js123 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', pending: true }, 'Jane CODE
LOWclis/linkedin/connect.test.js125 expect(assessProfileSafety({ name: 'Wrong Person', url: 'https://www.linkedin.com/in/wrong/', connectAvailable: CODE
LOWclis/linkedin/connect.test.js130 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/?mini=true', conneCODE
LOWclis/linkedin/connect.test.js131 expect(result).toMatchObject({ ok: true, blockReason: 'verified', actualValue: 'Jane Doe', connectable: true });CODE
LOWclis/linkedin/connect.test.js137 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailablCODE
LOWclis/linkedin/connect.test.js142 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailablCODE
LOWclis/linkedin/connect.test.js191 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, CODE
LOWclis/linkedin/connect.test.js194 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js197 expect(rows[0]).toMatchObject({ status: 'connectable_dry_run', recipient: 'Jane Doe', reason: 'verified', connecCODE
LOWclis/linkedin/connect.test.js203 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', alreadyConnected: true, CODE
LOWclis/linkedin/connect.test.js206 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js209 expect(rows[0]).toMatchObject({ status: 'not_connectable', recipient: 'Jane Doe', reason: 'already_connected', cCODE
LOWclis/linkedin/connect.test.js217 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js230 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js238 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, CODE
LOWclis/linkedin/connect.test.js242 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js250 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js251 { found: true, matchedName: 'Jane Doe', matchedUrl: 'https://www.linkedin.com/in/jane/' },CODE
LOWclis/linkedin/connect.test.js255 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js259 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js266 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js273 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js277 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js285 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js292 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js296 expect(rows[0]).toMatchObject({ status: 'send_unverified', recipient: 'Jane Doe', reason: 'sent_invitation_not_fCODE
LOWclis/linkedin/connect.test.js304 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: false, moreAvailable: true, CODE
LOWclis/linkedin/connect.test.js305 { found: true, matchedName: 'Jane Doe', matchedUrl: 'https://www.linkedin.com/in/jane/' },CODE
LOWclis/linkedin/connect.test.js309 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js312 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js319 [{ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: false, moreAvailable: true,CODE
LOWclis/linkedin/connect.test.js324 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js64function evaluateProfileProbe(html, expectedName = 'Jane Doe') {CODE
LOWclis/linkedin/connect.test.js82 expect(matchInvitationName('Jane Q. Doe', 'Jane Doe')).toBe(true);CODE
LOWclis/linkedin/connect.test.js83 expect(matchInvitationName('Janet Doe', 'Jane Doe')).toBe(false);CODE
LOWclis/linkedin/connect.test.js162 expect(probe.name).toBe('Jane Doe');CODE
LOWclis/linkedin/salesnav-message.test.js142 { status: 200, json: { data: { fullName: 'Jane Doe', defaultPosition: { title: 'QA', companyName: 'Acme' }, degreeCODE
LOWclis/linkedin/salesnav-message.test.js153 recipient: 'Jane Doe',CODE
LOWsrc/browser/dom-snapshot.test.ts168 'placeholder', 'href', 'role', 'data-testid', 'autocomplete',CODE
LOWsrc/browser/dom-snapshot.test.ts294 expect(js).toContain('placeholder');CODE
LOWsrc/browser/find.ts39 'placeholder',CODE
3 more matches not shown…
Over-Commented Block61 hits · 58 pts
SeverityFileLineSnippetContext
LOWdesigns/self-repair-protocol.md141COMMENT
LOWextension/src/cdp.ts141 // Retry attach up to 3 times — other extensions (1Password, Playwright MCP Bridge)COMMENT
LOWextension/src/background.ts21let contextIdPromise: Promise<string> | null = null;COMMENT
LOWextension/src/background.ts321// Ledger of every interactive group id we have created or adopted in theCOMMENT
LOWextension/src/background.ts721 const group = await chrome.tabGroups.get(groupId);COMMENT
LOWclis/dblp/author.js1// dblp author — resolve an author name to a PID and list their publicationsCOMMENT
LOWclis/wechat-channels/publish.js381 const targetDay = dt.getDate();COMMENT
LOWclis/codex/_actions.js1// Shared helpers for Codex conversation management (pin/unpin/archive/rename).COMMENT
LOWclis/codex/model.js1import { cli, Strategy } from '@jackwener/opencli/registry';COMMENT
LOWclis/semanticscholar/utils.js1// Shared helpers for the Semantic Scholar (`api.semanticscholar.org`) adapter.COMMENT
LOWclis/grok/utils.js241}COMMENT
LOWclis/openalex/utils.js1// Shared helpers for the OpenAlex (`api.openalex.org`) adapter.COMMENT
LOWclis/hupu/hot.js1// Hupu hot/home threads — public SSR HTML scrape via in-page DOM walk.COMMENT
LOWclis/weixin/download.js21//COMMENT
LOWclis/eastmoney/kuaixun.js1// eastmoney kuaixun — 7x24 real-time market news feed.COMMENT
LOWclis/facebook/notifications.test.js1// Facebook notifications — unit tests for pure helpers + JSDOM fixtureCOMMENT
LOWclis/facebook/notifications.js1// Facebook notifications — pulls the rendered notification feed fromCOMMENT
LOWclis/facebook/notifications.js21// - Upfront `--limit` validation: positive integer in [1, 100], noCOMMENT
LOWclis/xiaoe/catalog.js1// Xiaoe (小鹅通) catalog — list chapters + sections of a course / columnCOMMENT
LOWclis/xiaoe/courses.js1// Xiaoe (小鹅通) purchased-courses list — pulls "已购内容" tab cards fromCOMMENT
LOWclis/xiaoe/content.js1// Xiaoe (小鹅通) content extractor — pulls rendered article text from aCOMMENT
LOWclis/xiaoe/xiaoe.test.js1// Xiaoe adapter contract + helper tests.COMMENT
LOWclis/reddit/home.js61 await page.goto('https://www.reddit.com');COMMENT
LOWclis/reddit/read.js141 const postId = normalizeRedditPostId(kwargs['post-id']);COMMENT
LOWclis/xiaohongshu/publish.js1241 }COMMENT
LOWclis/chatgpt/utils.js2481 // Cover both message shapes from CONVERSATION_MESSAGE_SELECTOR:COMMENT
LOWclis/trae-solo/renderer-storage.js1// Renderer-side storage commands for Trae SOLO.COMMENT
LOWclis/trae-solo/skill-fs.js1// File-system based skill commands — work without TRAE SOLO being focusedCOMMENT
LOWclis/trae-solo/skill.js1// Read-only commands for the TRAE SOLO Skills Marketplace panel:COMMENT
LOWclis/trae-solo/task-fs.js1// File-system based task commands. Each TRAE SOLO conversation is storedCOMMENT
LOWclis/trae-solo/_state.js1// Helpers for reading Trae SOLO's VSCode-style state.vscdb files.COMMENT
LOWclis/trae-solo/state-fs.js1// VSCode-style state.vscdb read commands for Trae SOLO.COMMENT
LOWclis/tiktok/follow.js1// Follow a TikTok user via in-page button click + state verification.COMMENT
LOWclis/tiktok/comment.js1// Post a comment on a TikTok video via in-page button click + stateCOMMENT
LOWclis/tiktok/unfollow.js1// Unfollow a TikTok user via in-page button click + state verification.COMMENT
LOWclis/tiktok/utils.js161}COMMENT
LOWclis/slock/attachment-download.js1// attachment-download.jsCOMMENT
LOWclis/slock/task-create.js1// task-create.jsCOMMENT
LOWclis/slock/api-base-canary.test.js1// api-base-canary.test.jsCOMMENT
LOWclis/slock/task-convert.js1// task-convert.jsCOMMENT
LOWclis/slock/server-override-canary.test.js1// server-override-canary.test.jsCOMMENT
LOWclis/slock/error-detail-canary.test.js1// error-detail-canary.test.jsCOMMENT
LOWclis/slock/site-session-canary.test.js1// site-session-canary.test.jsCOMMENT
LOWclis/slock/short-id-canary.test.js1// short-id-canary.test.jsCOMMENT
LOWclis/slock/attachment-upload.test.js81COMMENT
LOWclis/slock/in-page.js1import { UUID_RE } from './resolve.js';COMMENT
LOWclis/slock/in-page.js61 // etc.). Reading localStorage there throws SecurityError "Access is denied".COMMENT
LOWclis/slock/in-page.js141// other 404s in surrounding logic (threads-404 / channel-404 meanCOMMENT
LOWclis/slock/attachment-upload.js1// attachment-upload.jsCOMMENT
LOWclis/antigravity/_actions.js1// Shared helpers for Antigravity sidebar conversation management.COMMENT
LOWclis/antigravity/audit-extras.js1// Deep-audit gap closers for Antigravity (port 9234).COMMENT
LOWclis/qoder/ui.js1// Global UI commands for Qoder.COMMENT
LOWclis/qoder/_utils.js1// Shared helpers for the Qoder adapter.COMMENT
LOWclis/kimi/audit-extras.js1// Deep-audit gap closers for Kimi (kimi.com).COMMENT
LOWclis/linkedin/connect.js181 });COMMENT
LOWsrc/cli.ts1321 count: messages.length,COMMENT
LOWsrc/execution.ts421 // reclaims it if the release is lost.COMMENT
LOWsrc/browser/stealth.ts181 return fn;COMMENT
LOWsrc/browser/stealth.ts221COMMENT
LOWsrc/browser/stealth.ts261 // When DevTools or CDP debugger is attached, Chrome may alter theCOMMENT
1 more matches not shown…
Cross-Language Confusion (JS/TS)9 hits · 48 pts
SeverityFileLineSnippetContext
HIGHclis/chatgpt-app/ax.js70print(String(data: data, encoding: .utf8)!)CODE
HIGHclis/chatgpt-app/ax.js290print("Sent")CODE
HIGHclis/chatgpt-app/ax.js412print("Selected: \(target)")CODE
HIGHclis/chatgpt-app/ax.js445 print("false"); exit(0)CODE
HIGHclis/chatgpt-app/ax.js458 print("false"); exit(0)CODE
HIGHclis/chatgpt-app/ax.js461print(targets.contains(where: { hasButton(win, desc: $0) }) ? "true" : "false")CODE
HIGHclis/chatgpt-app/ax.js501 print("false"); exit(0)CODE
HIGHclis/chatgpt-app/ax.js514 print("false"); exit(0)CODE
HIGHclis/chatgpt-app/ax.js516print(hasTemporaryChatText(win) ? "true" : "false")CODE
Hallucination Indicators4 hits · 40 pts
SeverityFileLineSnippetContext
CRITICALextension/src/background.test.ts1167 const createCalls = chrome.alarms.create.mock.calls.filter((c: unknown[]) => c[0] === alarmName);CODE
CRITICALextension/src/background.test.ts2068 const createGroupCalls = chrome.tabs.group.mock.calls.filter((call: any[]) => call[0]?.createProperties);CODE
CRITICALextension/src/background.test.ts2094 const createGroupCalls = chrome.tabs.group.mock.calls.filter((call: any[]) => call[0]?.createProperties);CODE
CRITICAL…lls/opencli-adapter-author/references/api-discovery.md251opencli browser eval "window.__pinia.state.value.someStore.someMethod({...})"CODE
Modern AI Meta-Vocabulary8 hits · 18 pts
SeverityFileLineSnippetContext
MEDIUMautoresearch/eval-save.ts123 // Phase 1: init — create scaffoldCOMMENT
MEDIUMautoresearch/eval-save.ts134 // Phase 2: write — overwrite scaffold with real adapter codeCOMMENT
MEDIUMdocs/adapters/browser/linkedin-learning.md27opencli linkedin-learning course https://www.linkedin.com/learning/agentic-ai-build-your-first-agentic-ai-systemCODE
MEDIUMclis/linkedin-learning/search.test.js69 url: 'https://www.linkedin.com/learning/agentic-ai-build-your-first-agentic-ai-system',CODE
MEDIUMclis/linkedin-learning/course.test.js23 expect(parseSlug('https://www.linkedin.com/learning/agentic-ai-build/?foo=1'))CODE
MEDIUMclis/linkedin-learning/course.test.js28 expect(() => parseSlug('https://evil.example/learning/agentic-ai-build')).toThrow(ArgumentError);CODE
MEDIUMclis/linkedin-learning/course.test.js58 expect(row.url).toBe('https://www.linkedin.com/learning/agentic-ai-build-your-first-agentic-ai-system');CODE
MEDIUMskills/opencli-usage/SKILL.md120opencli plugin create <name> # scaffold a new pluginCODE
Synthetic Comment Markers1 hit · 8 pts
SeverityFileLineSnippetContext
HIGHclis/hf/paper.js3// AI-generated keyword list HF curates.COMMENT
AI Slop Vocabulary3 hits · 7 pts
SeverityFileLineSnippetContext
MEDIUMsrc/browser/shape-filter.ts64 // it as a raw segment list (keeps us robust to unexpected input).COMMENT
MEDIUM…r/__fixtures__/article-extract/wikipedia-markdown.html967<li id="cite&#95;note-commonmark.org-30"><span class="mw-cite-backlink"><b><a href="#cite_ref-commonmark.org_30-0">^</a>CODE
MEDIUM…r/__fixtures__/article-extract/wikipedia-markdown.html967<li id="cite&#95;note-commonmark.org-30"><span class="mw-cite-backlink"><b><a href="#cite_ref-commonmark.org_30-0">^</a>CODE
Magic Placeholder Names1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHdocs/adapters/browser/pubmed.md68export NCBI_API_KEY=YOUR_API_KEYCODE
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMautoresearch/commands/run.ts46## Scope (files you can modify)COMMENT
Example Usage Blocks1 hit · 2 pts
SeverityFileLineSnippetContext
LOWscripts/check-doc-coverage.sh8# Usage:COMMENT
Redundant / Tautological Comments1 hit · 2 pts
SeverityFileLineSnippetContext
LOWscripts/check-doc-coverage.sh45 # Check if doc exists in browser/ or desktop/ subdirectoriesCOMMENT
TODO Padding1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/cli.ts2792 // TODO: implement data fetchingCOMMENT
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWsrc/daemon.ts247async function handleRequest(req: IncomingMessage, res: ServerResponse): Promise<void> {CODE