1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

29.1K

Stars

TypeScript

Language

176.4K

Lines of Code

1.1K

Files

114

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 91 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 22 finding(s).

Agent Over-Engineering Ratio 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 16 finding(s).

PR Review Velocity Impact 6.1/100 · LOW

Which changes need focused human review? 114 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 19MEDIUM 6LOW 89

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 114 distinct pattern matches across 11 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Cross-Language Confusion (JS/TS)18 hits · 70 pts

Severity	File	Line	Snippet	Context
HIGH	tests/core/treeSitter/parseFile.dart.test.ts	18	print('Hello, $name!');	CODE
HIGH	tests/core/treeSitter/parseFile.dart.test.ts	147	print('walking');	CODE
HIGH	tests/core/treeSitter/parseFile.dart.test.ts	162	print('nickname is $value');	CODE
HIGH	tests/core/treeSitter/parseFile.swift.test.ts	42	print("Circle deinitialized")	CODE
HIGH	tests/core/treeSitter/parseFile.swift.test.ts	92	print("Total area: \\(totalArea)")	CODE
HIGH	tests/core/file/fileManipulate.test.ts	311	return True	CODE
HIGH	tests/core/file/fileManipulate.test.ts	323	return True	CODE
HIGH	tests/core/file/fileManipulate.test.ts	360	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	369	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	381	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	389	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	423	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	435	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	598	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	607	return True	STRING
HIGH	tests/core/file/fileManipulate.test.ts	750	print('Hello');	CODE
HIGH	tests/core/file/fileManipulate.test.ts	758	print('Hello');	CODE
HIGH	tests/core/file/fileRead.test.ts	38	print("Hello, World!")	CODE

Over-Commented Block43 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	website/server/tests/packEventSchema.test.ts	1	import * as v from 'valibot';	COMMENT
LOW	…server/tests/processZipFile.gitConfigExecution.test.ts	1	import { execFileSync } from 'node:child_process';	COMMENT
LOW	website/server/src/middlewares/turnstile.ts	41	isProduction: () => boolean;	COMMENT
LOW	website/server/src/middlewares/turnstile.ts	61	// - siteverify success: false → 403 with `outcome: turnstile_failed`.	COMMENT
LOW	website/server/src/utils/clientInfo.ts	41		COMMENT
LOW	website/server/src/actions/packEventSchema.ts	1	import * as v from 'valibot';	COMMENT
LOW	website/client/composables/useTurnstile.ts	1	import { onBeforeUnmount, ref } from 'vue';	COMMENT
LOW	website/client/composables/useTurnstile.ts	41	// copy and the timeout/callback closures verify it before mutating shared	COMMENT
LOW	website/client/composables/useTurnstile.ts	101	pendingReject(new Error(`Turnstile error: ${errorCode}`));	COMMENT
LOW	website/client/composables/turnstileSubmit.ts	1	// Helpers for translating Turnstile token-acquisition outcomes into the	COMMENT
LOW	website/client/composables/usePreMintDebounce.ts	1	import { onBeforeUnmount, type Ref, watch } from 'vue';	COMMENT
LOW	website/client/composables/useTurnstileTokenCache.ts	1	// Token cache for Cloudflare Turnstile. Decoupled from widget lifecycle so	COMMENT
LOW	website/client/composables/useTurnstileScript.ts	21	size?: 'normal' \| 'compact' \| 'flexible';	COMMENT
LOW	website/client/.vitepress/config.ts	1	import { defineConfig } from 'vitepress';	COMMENT
LOW	website/client/utils/botDetect.ts	1	import { isbot } from 'isbot';	COMMENT
LOW	website/client/components/api/client.ts	61	}	COMMENT
LOW	tests/core/file/dotIgnoreSpec.test.ts	1	import fs from 'node:fs/promises';	COMMENT
LOW	tests/core/file/fileSearch.gitignoreBackslash.test.ts	1	import fs from 'node:fs/promises';	COMMENT
LOW	tests/core/file/emptyDirectorySpec.test.ts	1	import fs from 'node:fs/promises';	COMMENT
LOW	tests/core/file/binaryDetectionSpec.test.ts	1	import fs from 'node:fs/promises';	COMMENT
LOW	tests/core/file/processOrderSpec.test.ts	1	import { describe, expect, it, vi } from 'vitest';	COMMENT
LOW	tests/core/file/processOrderSpec.test.ts	61	output: { showLineNumbers: true },	COMMENT
LOW	tests/core/file/fileRead.test.ts	141	// Regression: prior to the UTF-8-first reorder, certain valid-UTF-8	COMMENT
LOW	tests/core/file/fileSearch.gitignoreSpec.test.ts	1	import fs from 'node:fs/promises';	COMMENT
LOW	tests/core/security/securityScanSpec.test.ts	21	} from '../../../src/core/security/workers/securityCheckWorker.js';	COMMENT
LOW	tests/core/packager/multiRootSpec.test.ts	21	// path via a Map, which silently collapsed entries when the same relative path	COMMENT
LOW	tests/testing/vitestSetup.ts	1	// Disable the token-count disk cache by default for the entire test suite so	COMMENT
LOW	scripts/bench-cores.sh	1	#!/bin/bash	COMMENT
LOW	.github/workflows/npm-publish.yml	1	name: npm-publish	COMMENT
LOW	.github/workflows/mcp-registry-publish.yml	61	# The registry verifies npm ownership by reading `mcpName` from the	COMMENT
LOW	src/core/metrics/tokenCountCache.ts	221	* cannot leave a torn JSON file. Caller should await this so newly produced	COMMENT
LOW	src/core/file/fileRead.ts	81	// This halves the number of I/O operations per file.	COMMENT
LOW	src/core/security/workers/securityCheckWorker.ts	1	import perf_hooks from 'node:perf_hooks';	COMMENT
LOW	src/core/security/workers/securityCheckWorker.ts	21	// of pure profiler bookkeeping per worker with zero functional benefit —	COMMENT
LOW	src/core/security/workers/securityCheckWorker.ts	41	// other code in the main process that relies on the Node built-in. By	COMMENT
LOW	src/core/git/gitMetadataEndpoint.ts	1	import { RepomixError } from '../../shared/errorHandle.js';	COMMENT
LOW	src/mcp/tools/packCodebaseTool.ts	161	output: outputFilePath,	COMMENT
LOW	src/shared/urlRedact.ts	41	// each iteration consumes exactly one '@' — so it cannot backtrack quadratically	COMMENT
LOW	src/cli/actions/defaultAction.ts	41	// the user's own project. A remote clone is a throwaway temp dir whose legacy	COMMENT
LOW	src/cli/actions/remoteAction.ts	181	// above. runDefaultAction rejects --force without --skill-generate, so	COMMENT
LOW	src/cli/prompts/remoteConfigTrustPrompt.ts	21	const CONFIG_LINE_PREFIX = '\| ';	COMMENT
LOW	src/cli/prompts/remoteConfigTrustPrompt.ts	221	}	COMMENT
LOW	src/cli/prompts/remoteConfigTrustStore.ts	1	import { createHash } from 'node:crypto';	COMMENT

Structural Annotation Overuse19 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	.agents/clawhub/SKILL.md	75	### Step 1: Pack the Repository	COMMENT
LOW	.agents/clawhub/SKILL.md	93	### Step 2: Check Command Output	COMMENT
LOW	.agents/clawhub/SKILL.md	103	### Step 3: Analyze the Output	COMMENT
LOW	.agents/clawhub/SKILL.md	126	### Step 4: Report Findings	COMMENT
LOW	.claude/plugins/repomix-explorer/agents/explorer.md	76	### Step 1: Pack the Repository	COMMENT
LOW	.claude/plugins/repomix-explorer/agents/explorer.md	116	### Step 2: Check Command Output	COMMENT
LOW	.claude/plugins/repomix-explorer/agents/explorer.md	126	### Step 3: Analyze the Output File	COMMENT
LOW	.claude/plugins/repomix-explorer/agents/explorer.md	144	### Step 4: Provide Insights	COMMENT
LOW	skills/repomix-explorer/SKILL.md	66	### Step 1: Pack the Repository	COMMENT
LOW	skills/repomix-explorer/SKILL.md	106	### Step 2: Check Command Output	COMMENT
LOW	skills/repomix-explorer/SKILL.md	116	### Step 3: Analyze the Output File	COMMENT
LOW	skills/repomix-explorer/SKILL.md	134	### Step 4: Provide Insights	COMMENT
LOW	src/core/skill/packSkill.ts	218	// Step 1: Generate skill references (summary, structure, files, tech-stacks)	COMMENT
LOW	src/core/skill/packSkill.ts	237	// Step 2: Calculate metrics from files section to get accurate token count	COMMENT
LOW	src/core/skill/packSkill.ts	251	// Step 3: Generate SKILL.md with accurate token count	COMMENT
LOW⚡	src/cli/actions/initAction.ts	23	// Step 1: Ask if user wants to create a config file	COMMENT
LOW⚡	src/cli/actions/initAction.ts	26	// Step 2: Ask if user wants to create a .repomixignore file	COMMENT
LOW	src/cli/prompts/skillPrompts.ts	53	// Step 1: Ask for skill location	COMMENT
LOW	src/cli/prompts/skillPrompts.ts	77	// Step 2: Check if directory exists and ask for overwrite	COMMENT

Hyper-Verbose Identifiers15 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	website/server/src/middlewares/cloudflareGuard.ts	15	export function cloudflareGuardMiddleware() {	CODE
LOW	website/server/src/middlewares/cloudflareGuard.ts	16	return async function cloudflareGuardMiddleware(c: Context, next: Next) {	CODE
LOW	website/client/composables/useTurnstileTokenCache.ts	34	export function createTurnstileTokenCache(mint: () => Promise<string>): TurnstileTokenCache {	CODE
LOW	website/client/components/Home/TryIt.vue	201	function updateUrlFromCurrentState() {	CODE
LOW	website/client/components/Home/TryItPackOptions.vue	43	function handleIncludePatternsUpdate(patterns: string) {	CODE
LOW	website/client/components/Home/TryItPackOptions.vue	49	function handleIgnorePatternsUpdate(patterns: string) {	CODE
LOW⚡	website/client/components/Home/TryItPackOptions.vue	61	function handleDirectoryStructureToggle(enabled: boolean) {	CODE
LOW⚡	website/client/components/Home/TryItPackOptions.vue	67	function handleRemoveCommentsToggle(enabled: boolean) {	CODE
LOW⚡	website/client/components/Home/TryItPackOptions.vue	73	function handleRemoveEmptyLinesToggle(enabled: boolean) {	CODE
LOW⚡	website/client/components/Home/TryItPackOptions.vue	79	function handleShowLineNumbersToggle(enabled: boolean) {	CODE
LOW⚡	website/client/components/Home/TryItPackOptions.vue	85	function handleOutputParsableToggle(enabled: boolean) {	CODE
LOW	…src/vi/guide/development/using-repomix-as-a-library.md	228	async function processAndModifyOutput() {	CODE
LOW	browser/entrypoints/content.ts	24	function isRepomixButtonAlreadyExists(): boolean {	CODE
LOW	src/core/treeSitter/languageConfig.ts	220	export function getLanguageConfigByExtension(extension: string): LanguageConfig \| undefined {	CODE
LOW	src/mcp/tools/attachPackedOutputTool.ts	183	function extractFileMetricsMarkdown(content: string): { filePaths: string[]; fileCharCounts: Record<string, number> } {	CODE

Verbosity Indicators7 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	src/core/skill/packSkill.ts	218	// Step 1: Generate skill references (summary, structure, files, tech-stacks)	COMMENT
LOW	src/core/skill/packSkill.ts	237	// Step 2: Calculate metrics from files section to get accurate token count	COMMENT
LOW	src/core/skill/packSkill.ts	251	// Step 3: Generate SKILL.md with accurate token count	COMMENT
LOW⚡	src/cli/actions/initAction.ts	23	// Step 1: Ask if user wants to create a config file	COMMENT
LOW⚡	src/cli/actions/initAction.ts	26	// Step 2: Ask if user wants to create a .repomixignore file	COMMENT
LOW	src/cli/prompts/skillPrompts.ts	53	// Step 1: Ask for skill location	COMMENT
LOW	src/cli/prompts/skillPrompts.ts	77	// Step 2: Check if directory exists and ask for overwrite	COMMENT

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/benchmark.yml	116	# Run comprehensive memory test	COMMENT
MEDIUM	src/core/git/gitLogHandle.ts	7	// Null character used as record separator in git log output for robust parsing	COMMENT
MEDIUM	src/core/git/gitLogHandle.ts	33	// This is more robust than splitting by double newlines, as commit messages may contain newlines	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/core/treeSitter/parseFile.ruby.test.ts	38	# Create a module method	COMMENT
MEDIUM	tests/core/treeSitter/parseFile.ruby.test.ts	48	# Create a user and greet	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/agents/reviewer-code-quality.md	82	- Do not flag: Formatting, style, import ordering, naming conventions (unless genuinely misleading), TODOs (unless i	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	website/client/src/hi/guide/custom-instructions.md	136	{ "id": 1, "name": "John Doe" },	CODE
LOW	tests/core/file/emptyDirectorySpec.test.ts	36	await fs.mkdir(path.join(tmpDir, 'docs', 'placeholder'), { recursive: true });	CODE
LOW	tests/core/file/emptyDirectorySpec.test.ts	53	await fs.mkdir(path.join(tmpDir, 'docs', 'placeholder'), { recursive: true });	CODE
LOW	tests/mcp/tools/grepRepomixOutputTool.test.ts	286	expect(matches[0].line).toBe('user@example.com');	CODE

Decorative Section Separators1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/mcp/tools/sandbox.contract.test.ts	28	// ── escape variants the guard MUST reject (host-aware) ────────────────────────	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/bench-cores.sh	5	# Usage:	COMMENT

yamadashy/repomix

Open-Source Code Quality, Security and Technical Debt Review