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

Julian-adv/OpenMMO ↗

Julian-adv/OpenMMO AI coding statistics: 69.7%

of 2,157 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

69.7% agent · top contributor 47.3%15 contributors

org-wide

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

1,504

agent commits

653

other considered commits

agent contributors

47.3%

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

1504assisted

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: 97.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	1504	69.7%

03Evidence

Inspect the matches

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

Matched commit samples

cffedab9 on GitHubGive up with a config hint when character creation is refusedClaude Code
0e2defee on GitHubTrace waypoint queue overflows in the movement auditClaude Code
f5beb5f0 on GitHubSimplify the weather system after reviewClaude 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	2,326
Merge commits removed	−169
CI / dependency bots removed	−0
Considered	2,157

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 →Rust AI coding statisticsCompare evidence across Rust 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 Julian-adv/OpenMMO

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	37.2%	239
2026-03	97.4%	343
2026-04	89.2%	186
2026-05	75.2%	117
2026-06	58.1%	124
2026-07	59.1%	364
2026-08	85%	526
2026-09	36%	258