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.

Scalable KanColle browser and tool.

01Result

poooi/poi ↗

poooi/poi AI coding statistics: 26.7%

of 326 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

26.7% agent · top contributor 96.6%3 contributors

individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

agent commits

239

other considered commits

agent contributors

96.6%

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

87assisted

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: 60.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	85	26.1%
GitHub Copilot	GitHub	2	0.6%

03Evidence

Inspect the matches

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

Matched commit samples

50526ed3 on GitHubfix(quest): reject goal files that are not a table of questsClaude Code
c2ff08ee on GitHubfix(tab-area): key active plugin lookup by idClaude Code
013c81dc on GitHubfeat(quest): track one-time questsClaude Code
920d7945 on GitHubWarn users running translated ARM builds (#2659)GitHub Copilot
1df0bc26 on GitHubSkip OpenCode review for non-write actors (#2658)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	383
Merge commits removed	−57
CI / dependency bots removed	−0
Considered	326

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 poooi/poi

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	7
2026-03	0%	3
2026-04	0%	43
2026-05	0%	89
2026-06	0%	24
2026-07	46.9%	49
2026-08	60.3%	73
2026-09	52.6%	38