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.

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01Result

midudev/autoskills ↗

midudev/autoskills AI coding statistics: 2.7%

of 259 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

2.7% agent · top contributor 28.6%5 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

252

other considered commits

agent contributors

28.6%

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

5assisted

2autonomous

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	5	1.9%
GitHub Copilot	GitHub	2	0.8%

03Evidence

Inspect the matches

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

Matched commit samples

027d3e95 on GitHubrefactor: apply review improvements to Ruby/Rails detectionClaude Code
0987c240 on GitHubfeat: agregar detección de tecnologías y skills para proyectos Ruby on RaiClaude Code
365e707d on GitHubfeat: pre-uncheck already installed skills in multi-selectClaude Code
0ec72532 on GitHubchore(deps): bump astro from 6.4.6 to 7.0.6 (#166)GitHub Copilot
ba96f57e on GitHubchore(deps): bump oxfmt from 0.54.0 to 0.57.0 (#169)GitHub Copilot

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	380
Merge commits removed	−85
CI / dependency bots removed	−36
Considered	259

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 →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 midudev/autoskills

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	2.3%	86
2026-04	2%	151
2026-05	0%	17
2026-06	0%	3
2026-07	100%	2