Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Ceru Music 是基于 Electron 和 Vue 开发的跨平台桌面音乐播放器工具，借鉴洛雪音乐插件思想，提供插件运行框架与播放功能，不直接存储、提供任何音乐源文件。用户需通过自行选择、安装合规插件获取音乐相关数据，项目旨在为开发者提供桌面应用技术实践与学习案例，为用户提供合规的音乐播放工具框架。

01Result

timeshiftsauce/CeruMusic ↗

timeshiftsauce/CeruMusic AI coding statistics: 3.4%

of 206 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.4% agent · top contributor 100%1 contributor
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

7
agent commits
199
other considered commits
1
agent contributors
100%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

7assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%66
2026-030%22
2026-040%6
2026-056.3%112

Peak month: 6.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic73.4%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • ef2ee279 on GitHubfix(lt): 已在播放的歌点击不再触发重复播放Claude Code
  • 4d494dcd on GitHubfeat(lt): 点歌去重本地预检 + PendingPanel 多人头像堆叠Claude Code
  • d1411a9e on GitHubfeat(notify): 系统通知点击直接拉前台 —— 兼顾托盘/最小化/失焦Claude Code

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window215
Merge commits removed−9
CI / dependency bots removed−0
Considered206

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli timeshiftsauce/CeruMusic

Scan another repository

Try