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.

This project aims to create an easy to use, extendable and customizable server for a MMORPG called "MU Online".

01Result

MUnique/OpenMU ↗

MUnique/OpenMU AI coding statistics: 12.7%

of 853 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

12.7% agent · top contributor 63.9%8 contributors

team

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

108

agent commits

745

other considered commits

agent contributors

63.9%

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

88assisted

20autonomous

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: 34.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	88	10.3%
GitHub Copilot	GitHub	20	2.3%

03Evidence

Inspect the matches

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

Matched commit samples

65546e19 on GitHubAddress review: relay Team unchanged, tighten locking, add testsClaude Code
5ddb6fa9 on GitHubfeat(kanturu): check and wear down the Moonstone PendantClaude Code
d84958c0 on GitHubrefactor(kanturu): inline the two state type conversionsClaude Code
ad085190 on GitHubAdd migration metadata to UpdateDaybreakWeaponDimensionsGitHub Copilot
edd38a7c on GitHubFix migration discovery for ExcellentItemDropLevelDeltaGitHub Copilot
5312def0 on GitHubInitial planGitHub 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	1,143
Merge commits removed	−287
CI / dependency bots removed	−3
Considered	853

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 →C# AI coding statisticsCompare evidence across C# 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 MUnique/OpenMU

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	19
2026-03	10.7%	103
2026-04	8.8%	102
2026-05	8.5%	82
2026-06	0%	80
2026-07	8.6%	221
2026-08	34.6%	153
2026-09	9.7%	93