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.

直播一站式处理工具，支持直播录制&视频处理&弹幕处理&录播姬自动上传

01Result

renmu123/biliLive-tools ↗

renmu123/biliLive-tools AI coding statistics: 2.3%

of 351 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.3% agent · top contributor 75%3 contributors
individual

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

8
agent commits
343
other considered commits
3
agent contributors
75%
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

8assisted
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%42
2026-030%67
2026-046.7%60
2026-053.4%58
2026-064.3%47
2026-070%33
2026-080%30
2026-090%14

Peak month: 6.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub61.7%
Claude CodeAnthropic20.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • de7dca4f on GitHub【录制】主播详情页 (#426)GitHub Copilot
  • 1d44d8e2 on GitHub关闭“弹幕压制”选项时将弹幕和视频预设置空GitHub Copilot
  • ff130244 on GitHub录制：修复某些情况下不会进行自动检查的bugGitHub Copilot
  • 4f179e86 on GitHubfeat(recorder): 识别 B站不可录制的特殊直播(付费/大航海/密码房)并推送通知 (#485)Claude Code
  • 642183bd on GitHubfix: macOS 适配：添加 appMenu/editMenu/windowMenu，修复 Cmd+C/V 复制粘贴和 Cmd+Q 退出失效 (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 window372
Merge commits removed−21
CI / dependency bots removed−0
Considered351

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 Copilot commitsBrowse repositories with detected GitHub Copilot signatures →TypeScript AI coding statisticsCompare evidence across TypeScript repositories →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 renmu123/biliLive-tools

Scan another repository

Try