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.

Multi-Platform Package Manager for Stable Diffusion

01Result

LykosAI/StabilityMatrix ↗

LykosAI/StabilityMatrix AI coding statistics: 30.8%

of 490 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

30.8% agent · top contributor 80.8%5 contributors

individual

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

151

agent commits

339

other considered commits

agent contributors

80.8%

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

151assisted

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: 57.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	133	27.1%
Gemini CLI	Google	18	3.7%

03Evidence

Inspect the matches

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

Matched commit samples

a329ba98 on GitHubchore: add v2.16.4 Supporters shoutoutClaude Code
9865fc9b on GitHubchore: changelog + format for public downmergeClaude Code
f0b6157a on GitHubfix: render mutually exclusive launch options as radio buttonsClaude Code
68e4d8d0 on GitHubUpdate docs/advanced/hardware-support.mdGemini CLI
99189b65 on GitHubUpdate docs/settings/settings.mdGemini CLI
8c1ae147 on GitHubUpdate docs/settings/settings.mdGemini CLI

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	750
Merge commits removed	−260
CI / dependency bots removed	−0
Considered	490

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 LykosAI/StabilityMatrix

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	37
2026-03	4.5%	22
2026-04	16.8%	155
2026-05	35.3%	85
2026-06	57.8%	45
2026-07	55.1%	89
2026-08	31.1%	45
2026-09	41.7%	12