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.

The ultimate open-source Overleaf extension and alternative: a free, self-hosted, drop-in replacement for Overleaf Community Edition with nearly all Pro feature—SSO, AI Assistant, Git(Hub/Lab）/ Dropbox sync, track changes, sandboxed compilation, Zotero, Mendeley and more. Formerly @Ayaka-notes Overleaf Pro. Docs: https://ayakaleaf-pro.ayaka.space

01Result

ayaka-notes/ayakaleaf-pro ↗

ayaka-notes/ayakaleaf-pro AI coding statistics: 4.9%

of 1,180 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.9% agent · top contributor 39.7%14 contributors

org-wide

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

agent commits

1,122

other considered commits

agent contributors

39.7%

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

57assisted

1autonomous

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: 9.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	39	3.3%
GitHub Copilot	GitHub	21	1.8%

03Evidence

Inspect the matches

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

Matched commit samples

03026936 on GitHubfix: update integration-card import path for ce-v6.2.0Claude Code
ce7d0744 on GitHubfix: migrate fork service Dockerfiles to yarnClaude Code
baabed4b on GitHubci: sync yarn.lock instead of package-lock.json after yarn migrationClaude Code
6613ef2f on GitHub[WEB] Move Review Toggle into the toolbar - 2 (#34578)GitHub Copilot
32664a1d on GitHub[web] Update Share modal paywall CTAs to point to the plans interstitial (GitHub Copilot
da85973c on GitHubadd script for uploading a file to a project (#33874)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	1,198
Merge commits removed	−13
CI / dependency bots removed	−5
Considered	1,180

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 ayaka-notes/ayakaleaf-pro

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	1%	200
2026-03	2.3%	214
2026-04	4.8%	187
2026-05	6.8%	237
2026-06	9.3%	279
2026-07	0%	42
2026-08	0%	21