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.

01Result

P0luz/Ombre-Brain ↗

P0luz/Ombre-Brain AI coding statistics: 38.2%

of 427 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
38.2% agent · top contributor 36.2%10 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

163
agent commits
264
other considered commits
10
agent contributors
36.2%
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

163assisted
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
2026-043.2%31
2026-050%2
2026-0630.9%94
2026-0717.4%115
2026-0856.4%165
2026-09100%20

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic16338.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 115d831d on GitHubfix: 3.6.14 — 修复写入被拒不说是哪个字段、You 读回看不见在攒的候选Claude Code
  • bad26233 on GitHubfix: 3.6.13 — 补上 Docker 套件里漏改的 breath_advanced 参数表Claude Code
  • e01f4674 on GitHubfix: 3.6.13 — 修复 breath_advanced(quotes=True) 报 extra_forbiddenClaude 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 window461
Merge commits removed−34
CI / dependency bots removed−0
Considered427

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 P0luz/Ombre-Brain

Scan another repository

Try