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.

ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as the default agent

01Result

win4r/ClawTeam-OpenClaw ↗

win4r/ClawTeam-OpenClaw AI coding statistics: 35.9%

of 256 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

35.9% agent · top contributor 37%11 contributors

org-wide

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

agent commits

164

other considered commits

agent contributors

37%

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

92assisted

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

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

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	92	35.9%

03Evidence

Inspect the matches

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

Matched commit samples

8dac3fc9 on GitHubchore(release): v0.3.0+openclaw2Claude Code
8ea56abc on GitHubdocs(changelog): fork April entries + spawn/respawn fixes + smoke-test knoClaude Code
1b679562 on GitHubfix: keep respawned agents addressable in tmuxClaude 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 window	329
Merge commits removed	−73
CI / dependency bots removed	−0
Considered	256

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 win4r/ClawTeam-OpenClaw

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	28.9%	194
2026-04	58.2%	55
2026-05	0%	3
2026-07	100%	4