Repository Analysis

stagewise-io/stagewise

The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and run git workflows. Use your favorite models across all providers.

3.7 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of stagewise-io/stagewise, a TypeScript project with 6,729 GitHub stars. SynthScan v2.0 examined 335,039 lines of code across 1677 source files, recording 626 pattern matches distributed across 13 syntactic categories. The overall adjusted score of 3.7 places this repository in the Likely human-written 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).

3.7
Adjusted Score
3.7
Raw Score
100%
Time Factor
2026-07-14
Last Push
6.7K
Stars
TypeScript
Language
335.0K
Lines of Code
1.7K
Files
626
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 6HIGH 8MEDIUM 208LOW 404

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 626 distinct pattern matches across 13 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 Separators199 hits · 615 pts
SeverityFileLineSnippetContext
MEDIUMscripts/experiments/extract-compression-test-data.ts39// ─── CLI args ────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/experiments/extract-compression-test-data.ts64// ─── Channel → DB path ──────────────────────────────────────────────────────COMMENT
MEDIUMscripts/experiments/extract-compression-test-data.ts93// ─── Types ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/experiments/extract-compression-test-data.ts102// ─── Helpers ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMscripts/experiments/extract-compression-test-data.ts138// ─── Main ────────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts33// ─── Section A: applyHeadTailCap (pure) ──────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts75// ─── Section B: stripAnsi (pure) ─────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts135// ─── Section C: timeout/idle selection (pure) ────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts196// ─── Section D: Integration tests (real PTY sessions) ────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts330 // ─── Basic execution ─────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts361 // ─── Session persistence ─────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts458 // ─── Session cwd ─────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts478 // ─── waitUntil ───────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts496 // ─── Idle detection ────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts671 // ─── Abort ───────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts691 // ─── Streaming ───────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts707 // ─── Session lifecycle ───────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts786 // ─── Concurrency limits ──────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts809 // ─── Edge cases ──────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.test.ts839// ─── Shell integration scripts ───────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts9// ─── Helpers ──────────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts25// ─── OSC 133 parsing ─────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts239// ─── OSC 7 cwd parsing ───────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts389// ─── Sentinel fallback ───────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts461// ─── Detecting mode ──────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts486// ─── Utilities ───────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.test.ts558// ─── PowerShell OSC 133 compatibility ─────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/types.ts6// ─── Output capping constants (unchanged) ─────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/types.ts94// ─── Session types ────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-logger.ts201 // ─── Buffer serialization ──────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts35// ─── Command timeout/idle policy ────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts66// ─── ANSI stripping ──────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts126// ─── Head/tail output capping ────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts140// ─── Shell integration scripts (inlined) ─────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts304// ─── Pending command state ───────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts330// ─── SessionManager ──────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts381 // ─── Session creation ────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts594 // ─── Command execution ───────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts731 // ─── Live snapshot (UI streaming) ───────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts760 // ─── Session management ──────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts868 // ─── Private: command resolution ─────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts1043 // ─── Private: output accumulation ────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts1132 // ─── Private: session lifecycle ──────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/session-manager.ts1284// ─── Helpers ─────────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts29// ─── OSC regexes ──────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts35// ─── Sentinel format ──────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts39// ─── Strip all OSC 133 / OSC 7 sequences from text ────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts44// ─── Types ────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts96// ─── Parser ───────────────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-shell/src/engine/osc-parser.ts405// ─── Utilities ────────────────────────────────────────────────────COMMENT
MEDIUM…s/agent-core/src/file-read-transformer/format-utils.ts264 // ── Line-range slicing ───────────────────────────────────────────COMMENT
MEDIUM…s/agent-core/src/file-read-transformer/format-utils.ts285 // ── Full content (capped by char budget) ──────────────────────────COMMENT
MEDIUMpackages/agent-core/src/file-read-transformer/index.ts388 // ── 1. Resolve to absolute path + stat ──────────────────────────────COMMENT
MEDIUMpackages/agent-core/src/file-read-transformer/index.ts462 // ── 2. Read contents + compute current hash ─────────────────────────COMMENT
MEDIUMpackages/agent-core/src/file-read-transformer/index.ts490 // ── 2b. Preview promotion ───────────────────────────────COMMENT
MEDIUMpackages/agent-core/src/file-read-transformer/index.ts522 // ── 3. Build cache key ─────────────────────────────────────────────COMMENT
MEDIUMpackages/agent-core/src/file-read-transformer/index.ts544 // ── 4. Hash comparison + cache lookup ───────────────────────────────COMMENT
MEDIUM…t-core/src/file-read-transformer/transformers/image.ts42 // ── Preview mode ─────────────────────────────────────────────COMMENT
MEDIUM…t-core/src/file-read-transformer/transformers/image.ts58 // ── Full mode — encode to WebP ───────────────────────────────COMMENT
MEDIUM…re/src/file-read-transformer/transformers/directory.ts62 // ── Preview mode ───────────────────────────────────────────COMMENT
139 more matches not shown…
Hyper-Verbose Identifiers281 hits · 285 pts
SeverityFileLineSnippetContext
LOWscripts/experiments/extract-compression-test-data.ts129function findPreviousCompressionInSlice(messages: AgentMessage[]): number {CODE
LOWscripts/release/generate-changelog.ts122export function generateChangelogMarkdown(CODE
LOWscripts/release/generate-changelog.ts251export async function consolidatePrereleaseEntries(CODE
LOWscripts/release/git-utils.ts53export async function getFirstPrereleaseTagForCycle(CODE
LOW…e-ui/src/code-block/extract-vars-from-example-theme.ts648function findVariableForScopeWithExactness(scope: string): {CODE
LOW…e-ui/src/code-block/extract-vars-from-example-theme.ts789function extractVarsFromExampleTheme(CODE
LOW…/agent-core/src/file-read-transformer/serialization.ts92export function deserializeTransformResult(CODE
LOW…s/agent-core/src/file-read-transformer/format-utils.ts171export function setMaxReadCharsFromContextWindow(CODE
LOW…/src/file-read-transformer/populate-path-references.ts33function collectPathsFromUserMessage(message: AnyAgentMessage): string[] {CODE
LOW…gent-core/src/file-read-transformer/path-references.ts41export function extractPathLinksFromMessage(CODE
LOW…gent-core/src/file-read-transformer/path-references.ts81export function extractReadFilePathsFromAssistantMessage(CODE
LOW…gent-core/src/file-read-transformer/path-references.ts128export function extractReadFileRequestsFromAssistantMessage(CODE
LOW…core/src/file-read-transformer/ast/symbol-extractor.ts266function extractFunctionBodyMembers(CODE
LOW…ges/agent-core/src/agents/shared/message-conversion.ts99export function stripUnderscoreProperties(CODE
LOW…ges/agent-core/src/agents/shared/message-conversion.ts932function countReasoningPartsPerStep(CODE
LOW…ges/agent-core/src/agents/shared/message-conversion.ts958function inferLegacyReasoningProvider(CODE
LOW…ges/agent-core/src/agents/shared/message-conversion.ts983function selectReasoningDetailsForSource(CODE
LOW…ges/agent-core/src/agents/shared/message-conversion.ts1371function addCacheControlBreakpoints(messages: ModelMessage[]): ModelMessage[] {CODE
LOW…s/agent-core/src/agents/shared/memory/serialization.ts135export function renderMemoryMarkdownHeader(agentInstanceId: string): string {CODE
LOW…s/agent-core/src/agents/shared/memory/serialization.ts178export function serializeAgentMemoryMarkdownSlice(CODE
LOW…s/agent-core/src/agents/shared/memory/serialization.ts192export function serializeAgentMemoryJsonl(CODE
LOW…s/agent-core/src/agents/shared/memory/serialization.ts216export async function serializeAgentMemoryHistoryChunked(CODE
LOW…es/agent-core/src/agents/shared/memory/global-index.ts92async function rebuildRegistryFromMetadata(CODE
LOW…es/agent-core/src/agents/shared/memory/global-index.ts170async function upsertMemoryIndexEntryLocked(CODE
LOW…t-core/src/agents/shared/history-compression/prompt.ts75export function buildCompressionUserMessage(CODE
LOW…re/src/agents/shared/metadata-converter/slash-items.ts63export function redactSlashIdsForTelemetry(CODE
LOW…core/src/services/agent-manager/attachment-filename.ts9export function generateAttachmentFilename(CODE
LOW…vices/agent-manager/register-agent-manager-commands.ts12export function registerAgentManagerCommands(CODE
LOW…agent-core/src/services/agent-manager/agent-manager.ts89function getNetworkRetryableErrorMessage(CODE
LOW…agent-core/src/services/agent-manager/agent-manager.ts107function messageHasPendingApproval(message: AgentMessage): boolean {CODE
LOW…rc/services/agent-manager/state-mutations/streaming.ts153export function setAssistantOwnedReasoningDetails(CODE
LOW…rvices/agent-manager/state-mutations/approvals.test.ts46function makeApprovalRequestedPart(args: {CODE
LOW…rc/services/agent-manager/state-mutations/approvals.ts29export function denyAllNonTerminalToolPartsInHistory(CODE
LOW…rc/services/agent-manager/state-mutations/approvals.ts81export function terminateNonTerminalToolPartsInLastAssistant(CODE
LOW…src/services/agent-manager/state-mutations/metadata.ts21export function attachAttachmentsToLastAssistant(CODE
LOW…src/services/agent-manager/state-mutations/metadata.ts112export function mergeAssistantPathReferences(CODE
LOW…ckages/agent-core/src/services/agent-persistence/db.ts43async function resolveWorkspaceUsagePath(CODE
LOW…ckages/agent-core/src/services/agent-persistence/db.ts53async function getWorkspaceUsageLookupKeys(CODE
LOW…ckages/agent-core/src/services/agent-persistence/db.ts63export async function collectWorkspaceLastUsedAtByPath(CODE
LOW…ges/agent-core/src/services/toolbox/path-resolution.ts97export function listAvailableMountPrefixes(CODE
LOWpackages/agent-core/src/services/toolbox/utils.ts220export function rethrowCappedToolOutputError(error: unknown): never {CODE
LOWpackages/agent-core/src/services/toolbox/utils.ts303export async function buildAgentFileEditContent(CODE
LOW…/services/mount-manager/workspace-info/workspace-md.ts20export function splitWorkspaceMdRelativePath(relativePath: string): {CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts7function generateDeterministicHunkId(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts132export function initContributorStateFromBaseline(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts153export function applyOperationToContributorState(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts281export function buildContributorMapIncremental(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts402function determineExternalChangeType(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts424export function createFileDiffsFromGenerations(CODE
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts882export function createEnvironmentDiffSnapshot(CODE
LOW…gent-core/src/services/diff-history/utils/diff.test.ts67function createBaselineOpWithExternal(CODE
LOW…gent-core/src/services/diff-history/utils/diff.test.ts144function createFileDiffFromContent(CODE
LOW…gent-core/src/services/diff-history/utils/diff.test.ts198function createExternalOpWithContent(op: Operation): OperationWithContent {CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts477export async function getAllOperationsForAgentInstanceId(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts904export async function getUndoTargetForToolCallsByFilePath(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts311export async function getPendingOperationsForAgentInstanceId(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts392export async function getPendingOperationsForAgentInstanceIdAndFilepath(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts576export async function getEditedFilePathsForAgentInstanceId(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts596export async function getAllOperationsForAgentInstanceIdAndFilepath(CODE
LOW…kages/agent-core/src/services/diff-history/utils/db.ts836export async function copyOperationsUpToInitBaseline(CODE
221 more matches not shown…
Synthetic Comment Markers8 hits · 90 pts
SeverityFileLineSnippetContext
HIGH…indow-layout/tab-error-handler/chromium-error-codes.ts312 // Failed to set the socket's receive buffer size as requested.COMMENT
HIGH…indow-layout/tab-error-handler/chromium-error-codes.ts315 // Failed to set the socket's send buffer size as requested.COMMENT
HIGH…indow-layout/tab-error-handler/chromium-error-codes.ts318 // Failed to set the socket's receive buffer size as requested, despite successCOMMENT
HIGH…indow-layout/tab-error-handler/chromium-error-codes.ts322 // Failed to set the socket's send buffer size as requested, despite successCOMMENT
HIGHapps/browser/src/shared/chromium-errors/codes.ts312 // Failed to set the socket's receive buffer size as requested.COMMENT
HIGHapps/browser/src/shared/chromium-errors/codes.ts315 // Failed to set the socket's send buffer size as requested.COMMENT
HIGHapps/browser/src/shared/chromium-errors/codes.ts318 // Failed to set the socket's receive buffer size as requested, despite successCOMMENT
HIGHapps/browser/src/shared/chromium-errors/codes.ts322 // Failed to set the socket's send buffer size as requested, despite successCOMMENT
Over-Commented Block72 hits · 68 pts
SeverityFileLineSnippetContext
LOWpackages/agent-shell/src/engine/sanitize-env.ts141 for (const [key, value] of Object.entries(base)) {COMMENT
LOWpackages/agent-shell/src/engine/sanitize-env.ts161 // seed env, so the login shell never sees the app's contamination.COMMENT
LOWpackages/agent-shell/src/engine/sanitize-env.ts181 // Ensure `PATH` is the authoritative variable (MSYS2 bash reads uppercaseCOMMENT
LOWpackages/agent-shell/src/engine/sanitize-env.ts201 // Agent-specific env modifications. Applied only for agent PTYsCOMMENT
LOWpackages/agent-shell/src/engine/session-manager.ts481 ptyProcess.onExit(({ exitCode }) => {COMMENT
LOWpackages/agent-shell/src/engine/session-manager.ts1061 session?.parser.currentMode === 'sentinel';COMMENT
LOW…ages/tailwindcss-color-modifiers/src/index.e2e.test.ts61 const result = await postcss([tailwind()]).process(inputCss, {COMMENT
LOWpackages/agent-core/src/file-read-transformer/index.ts401 }COMMENT
LOWpackages/agent-core/src/file-read-transformer/index.ts481 return wrapError(COMMENT
LOWpackages/agent-core/src/agents/base-agent.ts1581 }COMMENT
LOWpackages/agent-core/src/agents/base-agent.ts2501 * When multiple queued messages are flushed at once, `queueFlushStart`COMMENT
LOW…ges/agent-core/src/agents/shared/message-conversion.ts1061 // signed. Shipping it alongside our signed `reasoning_details` arrayCOMMENT
LOW…agent-core/src/services/agent-manager/agent-manager.ts321 try {COMMENT
LOW…t-manager/state-mutations/store-mutation-guard.test.ts21 * the store directly via Immer recipes; the guardrail targetsCOMMENT
LOW…ckages/karton/src/react/client/karton-react-client.tsx61 return () => {COMMENT
LOW…ckages/karton/src/react/client/karton-react-client.tsx81 // │ setTimeout(MIN_COOLDOWN_MS) fires → flushDeferred()COMMENT
LOWapps/website/src/components/posthog-provider.tsx21 api_host: '/ingest',COMMENT
LOWapps/website/src/components/posthog-provider.tsx41 // effect guaranteed on the next page load.COMMENT
LOWapps/browser/src/ui/utils/tiptap-content-utils.ts1import type { JSONContent } from '@tiptap/core';COMMENT
LOW…wser/src/ui/screens/main/sidebar/agents-list/index.tsx981 // Remove the worktree FIRST. Deleting agents is destructive andCOMMENT
LOW…ar/agents-list/_components/agent-card-with-preview.tsx81 // committed state.COMMENT
LOW…ar/agents-list/_components/agent-card-with-preview.tsx181 const handleMouseEnter = useCallback(() => {COMMENT
LOW…ar/agents-list/_components/agent-card-with-preview.tsx221 // rejected, or active agent not yet persisted). Next hover retries.COMMENT
LOW…ui/screens/main/file-tree/file-preview-tab-content.tsx1081 const diffEditorRef = useRef<Monaco.editor.IStandaloneDiffEditor | null>(COMMENT
LOW…ui/screens/main/file-tree/file-preview-tab-content.tsx1441 // Monaco reserves a left margin in the modified editor for theCOMMENT
LOW…/main/agent-chat/chat/_components/workspace-select.tsx2441 }}COMMENT
LOW…/main/agent-chat/chat/_components/workspace-select.tsx2761 </ComboboxList>COMMENT
LOW…eens/main/agent-chat/chat/_components/panel-footer.tsx301 // ChatInput has key={openAgent} so it fully re-mounts on switch — theCOMMENT
LOWapps/browser/src/ui/hooks/use-attachment-metadata.tsx81 // When no provider is present (e.g. file tab markdown preview, StorybookCOMMENT
LOWapps/browser/src/backend/main.ts641 });COMMENT
LOWapps/browser/src/backend/utils/migrate-legacy-paths.ts241 // Special: identity.json (content migration: raw UUID -> JSON object)COMMENT
LOW…rowser/src/backend/services/agent-core-bridge/index.ts301 // `RequiredModelCapabilities = Record<string, boolean|undefined>`).COMMENT
LOW…kend/services/window-layout/browsing-tab-controller.ts1121 // Incoming (x, y) are UI-renderer CSS pixels relative to the WebContentsViewCOMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts241 // errors. See also ERR_ACCESS_DENIED.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts281 // The certificate didn't match the built-in public key pins for the host name.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts321COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts381COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts421 // successfully connect to the destination. This likely indicates an issue withCOMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts441 [-187]: 'PROXY_DELEGATE_CANCELED_CONNECT_REQUEST',COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts461 //COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts481 //COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts501 // effect, this certificate cannot be revoked.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts521 // This error is not recoverable.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts701 // been processed yet, or a RST_STREAM frame with error code REFUSED_STREAM.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts761 // Obsolete. Kept here to avoid reuse.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts781 // Obsolete. HTTP/2 push is removed.COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts801 // Note that this error is only used by certain APIs that interpret the HTTPCOMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts901COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts921 // When Cronet APIs are being backed by HttpEngine (i.e., HttpEngineProvider isCOMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts941COMMENT
LOW…indow-layout/tab-error-handler/chromium-error-codes.ts1061 // The DNS server responded that the request was refused.COMMENT
LOWapps/browser/src/backend/services/toolbox/index.ts1481 // ShellService needs the resolved value eagerly (configures loginFallback).COMMENT
LOW…er/src/backend/services/toolbox/services/lsp/client.ts581 contentChanges: [{ text: content }],COMMENT
LOW…ckend/services/toolbox/services/mount-manager/index.ts1621 // descends into each `worktrees/<name>` so its `HEAD` (depth 3) isCOMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts241 // errors. See also ERR_ACCESS_DENIED.COMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts281 // The certificate didn't match the built-in public key pins for the host name.COMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts321COMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts381COMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts421 // successfully connect to the destination. This likely indicates an issue withCOMMENT
LOWapps/browser/src/shared/chromium-errors/codes.ts441 [-187]: 'PROXY_DELEGATE_CANCELED_CONNECT_REQUEST',COMMENT
12 more matches not shown…
Hallucination Indicators6 hits · 60 pts
SeverityFileLineSnippetContext
CRITICALpackages/karton/test/shared/procedure-proxy.test.ts47 const result = await proxy.level1.level2.level3.level4.level5.procedure();CODE
CRITICAL…oolbox/services/mount-manager/git-path-actions.test.ts268 state.toolbox.agent1.workspace.mounts.push({CODE
CRITICAL…oolbox/services/mount-manager/git-path-actions.test.ts578 state.toolbox.agent1.workspace.mounts.push({CODE
CRITICAL…oolbox/services/mount-manager/git-path-actions.test.ts616 state.toolbox.agent1.workspace.mounts.push(CODE
CRITICAL…oolbox/services/mount-manager/git-path-actions.test.ts642 state.toolbox.agent1.workspace.mounts.map((mount) => mount.prefix),CODE
CRITICAL…ckend/services/toolbox/services/mount-manager/index.ts563 const paths = this.uiKarton.state.workspaceGitCleanup.candidates.map(CODE
Structural Annotation Overuse25 hits · 44 pts
SeverityFileLineSnippetContext
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts480 // Step 3: Generate hunks with IDs using structuredPatchCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts503 // Step 4: Get full diff using diffLinesCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts547 // Step 7: Attach contributors to hunks and assemble TextFileDiffCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts630 // Step 1: Build accept/reject sets with precedence (accept wins)COMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts483 // Step 1: Find all filepaths where agent-id contributedCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts493 // Step 2: Fetch all operations for those filepaths (with snapshot join)COMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts513 // Step 3: Group operations by filepathCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts521 // Step 4: For each filepath, identify relevant sessions and collect opsCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts914 // Step 1: Find the earliest tool-call operation for each fileCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts942 // Step 2: For each file, find the operation immediately BEFORE the earliest tool-callCOMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts100 // Step 1: Rename and move nupkg file first (gets unique arch-specific name)COMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts111 // Step 2: Update and move RELEASES file (gets unique arch-specific name)COMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts134 // Step 3: Move remaining files (after unique files are safely renamed)COMMENT
LOW…owser/bundled/plugins/mini-apps/references/examples.md187### Step 1: Open and register listener (sandbox)COMMENT
LOW…owser/bundled/plugins/mini-apps/references/examples.md209### Step 2: Read user selections (later sandbox call)COMMENT
LOW…owser/bundled/plugins/mini-apps/references/examples.md216### Step 3: Clean up (sandbox)COMMENT
LOW…plugins/remotion/references/rules/silence-detection.md3## Step 1: Measure loudness with `loudnorm`COMMENT
LOW…plugins/remotion/references/rules/silence-detection.md16## Step 2: Detect silences using adaptive thresholdCOMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts618 // Step 1: Find the React fiber (uses injected function if available)COMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts624 // Step 2: Serialize all relevant fiber nodes (uses injected function if available)COMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts633 // Step 3: Parse in main process (full control, better error handling)COMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1217 // Step 1: Serialize element using __CTX_EXTRACT_INFO__ in preload contextCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1262 // Step 2: Fetch additional properties from main world contextCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1296 // Step 2: Fetch React information using ReactComponentTrackerCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1330 // Step 3: Fetch own property names from main world context (not full serialization)COMMENT
Verbosity Indicators20 hits · 36 pts
SeverityFileLineSnippetContext
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts480 // Step 3: Generate hunks with IDs using structuredPatchCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts503 // Step 4: Get full diff using diffLinesCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts547 // Step 7: Attach contributors to hunks and assemble TextFileDiffCOMMENT
LOW…ges/agent-core/src/services/diff-history/utils/diff.ts630 // Step 1: Build accept/reject sets with precedence (accept wins)COMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts483 // Step 1: Find all filepaths where agent-id contributedCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts493 // Step 2: Fetch all operations for those filepaths (with snapshot join)COMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts513 // Step 3: Group operations by filepathCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts521 // Step 4: For each filepath, identify relevant sessions and collect opsCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts914 // Step 1: Find the earliest tool-call operation for each fileCOMMENT
LOW…kages/agent-core/src/services/diff-history/utils/db.ts942 // Step 2: For each file, find the operation immediately BEFORE the earliest tool-callCOMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts100 // Step 1: Rename and move nupkg file first (gets unique arch-specific name)COMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts111 // Step 2: Update and move RELEASES file (gets unique arch-specific name)COMMENT
LOW…owser/etc/forge-plugins/squirrel-installer-name-fix.ts134 // Step 3: Move remaining files (after unique files are safely renamed)COMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts618 // Step 1: Find the React fiber (uses injected function if available)COMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts624 // Step 2: Serialize all relevant fiber nodes (uses injected function if available)COMMENT
LOW…ut/selected-element-tracker/react-component-tracker.ts633 // Step 3: Parse in main process (full control, better error handling)COMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1217 // Step 1: Serialize element using __CTX_EXTRACT_INFO__ in preload contextCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1262 // Step 2: Fetch additional properties from main world contextCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1296 // Step 2: Fetch React information using ReactComponentTrackerCOMMENT
LOW…rvices/window-layout/selected-element-tracker/index.ts1330 // Step 3: Fetch own property names from main world context (not full serialization)COMMENT
Modern AI Meta-Vocabulary4 hits · 10 pts
SeverityFileLineSnippetContext
MEDIUM…ills/prompt-optimization/references/agentic-prompts.md82### Manual chain-of-thought (use when thinking is off of model doesnt support thinking natively)COMMENT
MEDIUMpackages/agent-core/SPEC.md1349### Phase 1: Package scaffoldCOMMENT
MEDIUMapps/website/src/app/(home)/use-cases/minimax/page.tsx224 href="https://artificialanalysis.ai/evaluations/omniscience#omniscience-hallucination-rate-tabs"CODE
MEDIUMapps/website/src/app/(home)/use-cases/minimax/page.tsx274 href="https://artificialanalysis.ai/evaluations/omniscience#omniscience-hallucination-rate-tabs"CODE
Self-Referential Comments2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/_release-karton.yml23 # Create the git tag from the current commitCOMMENT
MEDIUM.github/workflows/_release-browser.yml66 # Create the git tag from the current commitCOMMENT
AI Slop Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM…indow-layout/tab-error-handler/chromium-error-codes.ts595 // numbers that correspond to services, which are not robust to spurious inputCOMMENT
MEDIUMapps/browser/src/shared/chromium-errors/codes.ts595 // numbers that correspond to services, which are not robust to spurious inputCOMMENT
Fake / Example Data5 hits · 5 pts
SeverityFileLineSnippetContext
LOWpackages/stage-ui/src/stories/Select.stories.tsx239 label: 'John Doe',CODE
LOW…ich-text/attachments/nodes/element-attachment-view.tsx42 'placeholder',CODE
LOW…components/attachment-renderers/swdomelement/badge.tsx28 'placeholder',CODE
LOW…kend/services/window-layout/browsing-tab-controller.ts2161 if (prop.name === 'placeholder' && prop.value?.objectId) {CODE
LOWapps/browser/src/web-content-preload/utils.ts117 'placeholder',CODE
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUM.github/ISSUE_TEMPLATE/5.agent_issue.yml26 Agent: I'm unable to help with that...CODE
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOW…src/backend/services/sandbox/utils/credential-fetch.ts333function handleRequest(CODE