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.

Production-grade C++ edge AI engine for video analytics and on-device VLM across Sophon, Rockchip RKNN, and x86, with visual orchestration, real-time OSD, events, and reproducible benchmarks.

01Result

cosmo-wander-ai/cosmo-edge ↗

cosmo-wander-ai/cosmo-edge AI coding statistics: 0.6%

of 539 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.6% agent · top contributor 66.7%2 contributors

individual

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

agent commits

536

other considered commits

agent contributors

66.7%

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

3assisted

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: 1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	3	0.6%

03Evidence

Inspect the matches

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

Matched commit samples

a41fd1c0 on GitHubdocs(bench): qualify VLM protocol asymmetry and defer re-measurementClaude Code
bb69e522 on GitHubfix(alarm): reset TaskAlarm suppression state on task restartClaude Code
8d4fb8cf on GitHubfix(alarm): reset AreaAlarm tracking state on task restartClaude 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	698
Merge commits removed	−156
CI / dependency bots removed	−3
Considered	539

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 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 cosmo-wander-ai/cosmo-edge

Scan another repository

Try

Month	Agent share	Considered commits
2026-06	0%	56
2026-07	1%	199
2026-08	0.5%	210
2026-09	0%	74