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.

多平台内容监控·采集·搬运 一个 Web 面板管起抖音 / 小红书 / 快手

01Result

3441293738/creatorhub ↗

3441293738/creatorhub AI coding statistics: 13.5%

of 155 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.5% 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.

21
agent commits
134
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

21assisted
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
2026-0744.7%47
2026-080%89
2026-090%19

Peak month: 44.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2113.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 1f03e445 on GitHubfeat(视频号): 接入微信视频号 + 反检测增强 + 本账号数据/作品健康 (#15)Claude Code
  • 80606ea7 on GitHubfeat(风控): 补多账号防关联短板 —— WebRTC 泄漏/指纹自洽/写操作限流/夜间静默 (#14)Claude Code
  • ab95a934 on GitHubfix(douyin): 修关注/取关 —— 点到隐藏按钮、首次点击打空、关注列表不更新 (#13)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 window160
Merge commits removed−5
CI / dependency bots removed−0
Considered155

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 →Python AI coding statisticsCompare evidence across Python 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 3441293738/creatorhub

Scan another repository

Try