Repository Analysis

jackwener/OpenCLI

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

5.8 Low AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of jackwener/OpenCLI, a JavaScript project with 28,685 GitHub stars. SynthScan v2.0 examined 366,772 lines of code across 2572 source files, recording 1252 pattern matches distributed across 17 syntactic categories. The overall adjusted score of 5.8 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).

5.8
Adjusted Score
5.8
Raw Score
100%
Time Factor
2026-08-28
Last Push
28.7K
Stars
JavaScript
Language
366.8K
Lines of Code
2.6K
Files
1.3K
Pattern Hits
2026-08-29
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 12MEDIUM 290LOW 946

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 1252 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 Separators278 hits · 850 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.ts226// ─── WebSocket keepalive ─────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts277// ─── Browser target leases ───────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1193// ─── Lifecycle events ────────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1266// ─── Popup status API ───────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1308// ─── Command dispatcher ─────────────────────────────────────────────COMMENT
MEDIUMextension/src/background.ts1374// ─── Action handlers ─────────────────────────────────────────────────COMMENT
MEDIUM…erpowers/plans/2026-03-31-daemon-lifecycle-redesign.md560 // ── Built-in: daemon ──────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js24// ── Completion script content ──────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js59// ── Helpers ────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js75// ── Prune vendored test suites ─────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js91// ── Main ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js166 // ── Spotify credentials template ────────────────────────────────────COMMENT
MEDIUMscripts/postinstall.js182 // ── 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
218 more matches not shown…
Hyper-Verbose Identifiers597 hits · 573 pts
SeverityFileLineSnippetContext
LOWautoresearch/commands/run.ts25export function buildClaudeModifyInvocation(prompt: string) {CODE
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.ts639function getOwnedContainerGroupTitles(role: OwnedWindowRole): string[] {CODE
LOWextension/src/background.ts654async function focusOwnedWindowIfRequested(windowId: number, mode: WindowMode): Promise<void> {CODE
LOWextension/src/background.ts660async function toOwnedContainerGroupCandidate(group: chrome.tabGroups.TabGroup): Promise<OwnedContainerGroupCandidate | CODE
LOWextension/src/background.ts677function selectOwnedContainerGroupCandidate(candidates: OwnedContainerGroupCandidate[]): OwnedContainerGroupCandidate | CODE
LOWextension/src/background.ts687async function collectOwnedGroupCandidates(role: OwnedWindowRole): Promise<OwnedContainerGroupCandidate[]> {CODE
LOWextension/src/background.ts773function updateOwnedSessionWindowForTabs(role: OwnedWindowRole, tabIds: number[], windowId: number): void {CODE
LOWextension/src/background.ts799async function ensureCanonicalGroupTitle(role: OwnedWindowRole, group: OwnedContainerGroup): Promise<OwnedContainerGroupCODE
LOWextension/src/background.ts809async function convergeOwnedGroupDuplicates(CODE
LOWextension/src/background.ts868async function ensureOwnedContainerGroup(CODE
LOWextension/src/background.ts892async function ensureOwnedContainerGroupUnlocked(CODE
LOWextension/src/background.ts942async function ensureOwnedContainerWindow(CODE
LOWextension/src/background.ts956async function ensureOwnedContainerWindowUnlocked(CODE
LOWextension/src/background.ts1050async function findReusableOwnedContainerTab(windowId: number, ownedGroupId?: number | null): Promise<number | undefinedCODE
LOWextension/src/background.ts1086async function createOwnedTabLeaseUnlocked(leaseKey: string, initialUrl?: string): Promise<ResolvedTab> {CODE
LOWextension/src/background.ts1391function normalizeUrlForComparison(url?: string): string {CODE
LOWextension/src/background.ts1418function enumerateCrossOriginFrames(tree: any): Array<{ index: number; frameId: string; url: string; name: string }> {CODE
LOWextension/src/background.ts2052function stripOpenCliFrameRoutingParams(params: Record<string, unknown>, stripFrameId: boolean): Record<string, unknown>CODE
LOWextension/src/background.ts2092async function handleNetworkCaptureStart(cmd: Command, leaseKey: string): Promise<Result> {CODE
LOWextension/src/background.ts2174async 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/pixiv/utils.js100export function normalizePixivPositiveInteger(value, defaultValue, label, { min = 1, max = Number.MAX_SAFE_INTEGER } = {CODE
LOWclis/pixiv/utils.js125export function normalizePixivNonNegativeInteger(value, defaultValue, label, { max = Number.MAX_SAFE_INTEGER } = {}) {CODE
LOWclis/pixiv/utils.js129export function requirePixivPayloadObject(value, label) {CODE
LOWclis/ctrip/hotel-search.js62function assertCheckinBeforeCheckout(checkin, checkout) {CODE
LOWclis/ctrip/utils.js18function parseStrictDecimalInteger(name, raw) {CODE
LOWclis/ctrip/utils.js29export function parseStrictPositiveInteger(name, raw) {CODE
LOWclis/ctrip/utils.js625export function buildHotelDetailExtractJs() {CODE
LOWclis/ctrip/utils.js1069export function buildWaitForAttractionsJs(cityId) {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/user-timeline.js101function normalizeUserTweetsOperation(operation) {CODE
LOWclis/twitter/user-timeline.js112function normalizeUserByScreenNameOperation(operation) {CODE
LOWclis/twitter/user-timeline.js154export async function resolveUserTimelineContext(CODE
LOWclis/twitter/tweets.js95function normalizePageDelaySeconds(rawDelay) {CODE
LOWclis/twitter/mute-word.test.js9function createTransformedTwitterDomPage(html, transform, url = 'https://x.com/settings/add_muted_keyword') {CODE
LOWclis/twitter/mute-word.test.js13function createInspectableTransformedTwitterDomPage(html, transform, url = 'https://x.com/settings/add_muted_keyword') {CODE
LOWclis/twitter/auth.js15function unwrapTwitterEvaluateResult(value, label) {CODE
LOWclis/twitter/post.js38function isUnsupportedInsertTextError(err) {CODE
LOWclis/twitter/post.js185async 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/test-dom-utils.js19export function createInteractiveTwitterDomPage(html, url = 'https://x.com/alice/status/2040254679301718161') {CODE
LOWclis/twitter/shared.js89export function buildTwitterArticleScopeSource(tweetId) {CODE
537 more matches not shown…
Structural Annotation Overuse118 hits · 227 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.js56 // Step 1: click Unretweet button → opens menuCOMMENT
LOWclis/twitter/unretweet.js59 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/retweet.js56 // Step 1: click Retweet button → opens menuCOMMENT
LOWclis/twitter/retweet.js59 // 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.js2144 // Step 1: Open the picker menu.COMMENT
58 more matches not shown…
Verbosity Indicators102 hits · 201 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.js56 // Step 1: click Unretweet button → opens menuCOMMENT
LOWclis/twitter/unretweet.js59 // Step 2: wait for and click the confirm menu item. The confirmCOMMENT
LOWclis/twitter/retweet.js56 // Step 1: click Retweet button → opens menuCOMMENT
LOWclis/twitter/retweet.js59 // 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.js2144 // Step 1: Open the picker menu.COMMENT
LOWclis/gemini/utils.js2149 // Step 2: Wait for React to render the menu.COMMENT
LOWclis/gemini/utils.js2152 // Step 3: Click the thinking toggle to expand thinking options.COMMENT
LOWclis/gemini/utils.js2157 // Step 4: Wait for the expanded thinking items to render.COMMENT
LOWclis/gemini/utils.js2161 // 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 Data66 hits · 70 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/twitter/mute-word.js112 const placeholder = String(node.getAttribute('placeholder') || '').trim().toLowerCase();CODE
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/pinterest/user.test.js14 full_name: 'Jane Doe',CODE
LOWclis/pinterest/user.test.js46 fullName: 'Jane Doe',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.js11 expect(parseAuthors([{ firstName: 'Jane', lastName: 'Doe' }])).toBe('Jane Doe');CODE
LOWclis/xiaohongshu/publish.js1095 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.js105 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true CODE
LOWclis/linkedin/connect.test.js107 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', pending: true, connectACODE
LOWclis/linkedin/connect.test.js109 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/' }, 'Jane Doe', 'https://CODE
LOWclis/linkedin/connect.test.js114 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', alreadyConnected: true CODE
LOWclis/linkedin/connect.test.js116 expect(assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', pending: true }, 'Jane CODE
LOWclis/linkedin/connect.test.js118 expect(assessProfileSafety({ name: 'Wrong Person', url: 'https://www.linkedin.com/in/wrong/', connectAvailable: CODE
LOWclis/linkedin/connect.test.js123 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/?mini=true', conneCODE
LOWclis/linkedin/connect.test.js124 expect(result).toMatchObject({ ok: true, blockReason: 'verified', actualValue: 'Jane Doe', connectable: true });CODE
LOWclis/linkedin/connect.test.js130 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailablCODE
LOWclis/linkedin/connect.test.js135 const result = assessProfileSafety({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailablCODE
LOWclis/linkedin/connect.test.js184 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, CODE
LOWclis/linkedin/connect.test.js187 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js190 expect(rows[0]).toMatchObject({ status: 'connectable_dry_run', recipient: 'Jane Doe', reason: 'verified', connecCODE
LOWclis/linkedin/connect.test.js196 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', alreadyConnected: true, CODE
LOWclis/linkedin/connect.test.js199 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js202 expect(rows[0]).toMatchObject({ status: 'not_connectable', recipient: 'Jane Doe', reason: 'already_connected', cCODE
LOWclis/linkedin/connect.test.js210 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js223 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js231 const page = makeFakePage({ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, CODE
LOWclis/linkedin/connect.test.js235 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js243 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js244 { found: true, matchedName: 'Jane Doe', matchedUrl: 'https://www.linkedin.com/in/jane/' },CODE
LOWclis/linkedin/connect.test.js248 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js252 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js259 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js266 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js270 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js278 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: true, connectHref: '/preloadCODE
LOWclis/linkedin/connect.test.js285 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js289 expect(rows[0]).toMatchObject({ status: 'send_unverified', recipient: 'Jane Doe', reason: 'sent_invitation_not_fCODE
LOWclis/linkedin/connect.test.js297 { name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: false, moreAvailable: true, CODE
LOWclis/linkedin/connect.test.js298 { found: true, matchedName: 'Jane Doe', matchedUrl: 'https://www.linkedin.com/in/jane/' },CODE
LOWclis/linkedin/connect.test.js302 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js305 expect(rows[0]).toMatchObject({ status: 'sent_verified', recipient: 'Jane Doe', reason: 'sent_invitation_verifieCODE
LOWclis/linkedin/connect.test.js312 [{ name: 'Jane Doe', url: 'https://www.linkedin.com/in/jane/', connectAvailable: false, moreAvailable: true,CODE
LOWclis/linkedin/connect.test.js317 'expected-name': 'Jane Doe',CODE
LOWclis/linkedin/connect.test.js63function evaluateProfileProbe(html, expectedName = 'Jane Doe') {CODE
LOWclis/linkedin/connect.test.js81 expect(matchInvitationName('Jane Q. Doe', 'Jane Doe')).toBe(true);CODE
LOWclis/linkedin/connect.test.js82 expect(matchInvitationName('Janet Doe', 'Jane Doe')).toBe(false);CODE
LOWclis/linkedin/connect.test.js155 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
6 more matches not shown…
Over-Commented Block59 hits · 56 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.ts341 idleDeadlineAt: number;COMMENT
LOWextension/src/background.ts1741COMMENT
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/chatgpt/utils.js181 return value;COMMENT
LOWclis/chatgpt/utils.js2561 };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
LOWsrc/cli.ts1421 // calls `browser analyze <url>` and gets back:COMMENT
LOWsrc/execution.ts421 throw err;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
Cross-Language Confusion (JS/TS)9 hits · 48 pts
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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.ts1270 const createCalls = chrome.alarms.create.mock.calls.filter((c: unknown[]) => c[0] === alarmName);CODE
CRITICALextension/src/background.test.ts2171 const createGroupCalls = chrome.tabs.group.mock.calls.filter((call: any[]) => call[0]?.createProperties);CODE
CRITICALextension/src/background.test.ts2197 const createGroupCalls = chrome.tabs.group.mock.calls.filter((call: any[]) => call[0]?.createProperties);CODE
CRITICAL…lls/opencli-adapter-author/references/api-discovery.md270opencli 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.js51 url: 'https://www.linkedin.com/learning/agentic-ai-build-your-first-agentic-ai-system',CODE
MEDIUMclis/linkedin-learning/course.test.js15 expect(parseSlug('https://www.linkedin.com/learning/agentic-ai-build/?foo=1'))CODE
MEDIUMclis/linkedin-learning/course.test.js20 expect(() => parseSlug('https://evil.example/learning/agentic-ai-build')).toThrow(ArgumentError);CODE
MEDIUMclis/linkedin-learning/course.test.js50 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
Magic Placeholder Names2 hits · 10 pts
SeverityFileLineSnippetContext
HIGHdocs/adapters/browser/pubmed.md68export NCBI_API_KEY=YOUR_API_KEYCODE
HIGHdocs/adapters/browser/minimax.md29export MINIMAX_API_KEY=<your-api-key>CODE
Synthetic Comment Markers1 hit · 8 pts
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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
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMautoresearch/commands/run.ts71## 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.ts2904 // TODO: implement data fetchingCOMMENT
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWsrc/daemon.ts247async function handleRequest(req: IncomingMessage, res: ServerResponse): Promise<void> {CODE