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.

Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.

01Result

kajisho5/ffmpeg-skill ↗

kajisho5/ffmpeg-skill AI coding statistics: 93.4%

of 197 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

93.4% agent · top contributor 63%4 contributors

team

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

184

agent commits

other considered commits

agent contributors

63%

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

131assisted

53autonomous

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.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	184	93.4%

03Evidence

Inspect the matches

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

Matched commit samples

cecf37ca on GitHubdocs: roadmap — 1.17.3 shipped (eval pending), released-version paragraph Claude Code
e49e0606 on GitHubfix: 1.17.3 — SKILL.md: the cue text is burned as written; keep the templaClaude Code
18c3faad on GitHubdocs: eval 20 at 1.17.2 (20 caption runs, the picture fixed) (#241)Claude 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	263
Merge commits removed	−4
CI / dependency bots removed	−62
Considered	197

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 →Python AI coding statisticsCompare evidence across Python 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 kajisho5/ffmpeg-skill

Scan another repository

Try