1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

54.9K

Stars

TypeScript

Language

116.4K

Lines of Code

723

Files

182

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 7.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 178 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 8.0/100 · LOW

Which changes need focused human review? 182 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 1HIGH 0MEDIUM 1LOW 180

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 182 distinct pattern matches across 4 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.

Over-Commented Block177 hits · 177 pts

Severity	File	Line	Snippet	Context
LOW	.ncurc.js	21	'webpack-dev-server',	COMMENT
LOW	.ncurc.js	41	// ],	COMMENT
LOW	build-config/build-pack.js	141	// linux: {	COMMENT
LOW	build-config/dependencies-patch.js	1	// 修补依赖源码以使vite构建的依赖恢复正常工作	COMMENT
LOW	build-config/deps.js	21	// fs.writeFileSync(	COMMENT
LOW	build-config/build-before-pack.js	1	// const fs = require('fs')	COMMENT
LOW	build-config/build-before-pack.js	41	// // const bindingBakFilePath = path.join(__dirname, '../node_modules/better-sqlite3/binding.gyp.bak')	COMMENT
LOW	publish/index.js	21		COMMENT
LOW	.github/workflows/release.yml	21	# with:	COMMENT
LOW	.github/workflows/beta-pack.yml	21	# with:	COMMENT
LOW	src/renderer/App.vue	81	// border-radius: @radius-border;	COMMENT
LOW	src/renderer/tsconfig.json	21	// "include": [	COMMENT
LOW	src/renderer/core/useApp/usePlayer/usePlayStatus.ts	121	case 'volume':	COMMENT
LOW	src/renderer/core/useApp/usePlayer/usePlaybackRate.ts	21		COMMENT
LOW	src/renderer/plugins/player/index.ts	161	// console.log('connect Node')	COMMENT
LOW	src/renderer/utils/music.ts	141	// const lyrics: string[][] = []	COMMENT
LOW	src/renderer/utils/ipc.ts	161	// export const setDesktopLyricInfo = (type, data, info) => {	COMMENT
LOW	src/renderer/utils/musicSdk/api-source.js	1	import apiSourceInfo from './api-source-info'	COMMENT
LOW	src/renderer/utils/musicSdk/api-source-info.ts	1	// Support qualitys: 128k 320k flac wav	COMMENT
LOW	src/renderer/utils/musicSdk/api-source-info.ts	21	// },	COMMENT
LOW	src/renderer/utils/musicSdk/xm.js	1	// import { apis } from '../api-source'	COMMENT
LOW	src/renderer/utils/musicSdk/xm.js	41	},	COMMENT
LOW	src/renderer/utils/musicSdk/bd/songList.js	261	// getTags	COMMENT
LOW	src/renderer/utils/musicSdk/mg/musicSearch.js	21	// searchRequest = httpFetch(`http://pd.musicapp.migu.cn/MIGUM2.0/v1.0/content/search_all.do?ua=Android_migu&version=5	COMMENT
LOW	src/renderer/utils/musicSdk/mg/musicSearch.js	41	// let ids = new Set()	COMMENT
LOW	src/renderer/utils/musicSdk/mg/musicSearch.js	61	// _types['320k'] = {	COMMENT
LOW	src/renderer/utils/musicSdk/mg/musicSearch.js	81		COMMENT
LOW	src/renderer/utils/musicSdk/mg/songId.js	21		COMMENT
LOW	src/renderer/utils/musicSdk/mg/leaderboard.js	1	import { httpFetch } from '../../request'	COMMENT
LOW	src/renderer/utils/musicSdk/mg/leaderboard.js	161	},	COMMENT
LOW	src/renderer/utils/musicSdk/mg/leaderboard.js	181	// for (const item of board.itemList) {	COMMENT
LOW	src/renderer/utils/musicSdk/mg/leaderboard.js	201	// }	COMMENT
LOW	src/renderer/utils/musicSdk/mg/songList.js	41	// ? `https://music.migu.cn/v3/music/playlist?page=${page}&from=migu`	COMMENT
LOW	src/renderer/utils/musicSdk/mg/songList.js	161	headers: this.defaultHeaders,	COMMENT
LOW	src/renderer/utils/musicSdk/mg/songList.js	181	// id: info[2],	COMMENT
LOW	src/renderer/utils/musicSdk/mg/songList.js	281	})),	COMMENT
LOW	src/renderer/utils/musicSdk/mg/songList.js	361	// getTags	COMMENT
LOW	src/renderer/utils/musicSdk/mg/temp/leaderboard-old.js	21	{ id: 'mg__23218151', name: '新专辑榜', bangid: '23218151', webId: 'newalbum' },	COMMENT
LOW	src/renderer/utils/musicSdk/mg/utils/mrc.js	101	// console.log(toByteArray([6048138644744000495n]))	COMMENT
LOW	src/renderer/utils/musicSdk/kw/util.js	61	// if (retryNum > 2) return Promise.reject(new Error('try max num'))	COMMENT
LOW	src/renderer/utils/musicSdk/kw/util.js	81	// csrf: token,	COMMENT
LOW	src/renderer/utils/musicSdk/kw/leaderboard.js	181	// return this.getBoards(retryNum)	COMMENT
LOW	src/renderer/utils/musicSdk/kw/index.js	21	// init(context) {	COMMENT
LOW	src/renderer/utils/musicSdk/kw/lyric.js	61	lyric: decodeName(this.transformLrc(body.data.songinfo, lrcInfo.lrc)),	COMMENT
LOW	src/renderer/utils/musicSdk/kw/lyric.js	121	lrcSet.add(item.time)	COMMENT
LOW	src/renderer/utils/musicSdk/kw/lyric.js	201	return {	COMMENT
LOW	src/renderer/utils/musicSdk/kw/lyric.js	221	// // console.log(lrcInfo.tlyric)	COMMENT
LOW	src/renderer/utils/musicSdk/kw/album.js	21	}	COMMENT
LOW	src/renderer/utils/musicSdk/kw/album.js	101	}	COMMENT
LOW	src/renderer/utils/musicSdk/kw/album.js	121	// // name: data.album,	COMMENT
LOW	src/renderer/utils/musicSdk/kw/api-test.js	1	import { httpFetch } from '../../request'	COMMENT
LOW	src/renderer/utils/musicSdk/wy/leaderboard.js	141	}	COMMENT
LOW	src/renderer/utils/musicSdk/wy/lyric.js	1	import { httpFetch } from '../../request'	COMMENT
LOW	src/renderer/utils/musicSdk/wy/lyric.js	21	// let startTime = 0	COMMENT
LOW	src/renderer/utils/musicSdk/wy/lyric.js	221	}	COMMENT
LOW	src/renderer/utils/musicSdk/wy/lyric.js	241	// requestObj.promise = requestObj.promise.then(({ body }) => {	COMMENT
LOW	src/renderer/utils/musicSdk/tx/leaderboard.js	201	// if (++retryNum > 3) return Promise.reject(new Error('try max num'))	COMMENT
LOW	src/renderer/utils/musicSdk/tx/songList.js	181	// name: item.title,	COMMENT
LOW	src/renderer/utils/musicSdk/tx/comment.js	121	page,	COMMENT
LOW	src/renderer/utils/musicSdk/tx/lyric.js	281	// },	COMMENT
117 more matches not shown…

Hallucination Indicators1 hit · 15 pts

Severity	File	Line	Snippet	Context
CRITICAL	…er/views/Setting/components/SettingSync/SyncServer.vue	43	// // title += ` [${this.sync.server.status.address.join(', ')}]`	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.vscode/i18n-ally-custom-framework.yml	12	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src/renderer/components/material/SearchInput.vue	8	:placeholder="placeholder"	CODE
LOW	src/renderer/components/base/Input.vue	6	:placeholder="placeholder"	CODE
LOW	…enderer/views/List/MusicList/components/SearchList.vue	8	ref="dom_input" v-model.trim="text" class="ignore-esc" :placeholder="placeholder" @input="handleDelaySearc	CODE

lyswhut/lx-music-desktop

Open-Source Code Quality, Security and Technical Debt Review