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.

The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.

01Result

EverMind-AI/Raven ↗

EverMind-AI/Raven AI coding statistics: 39.4%

of 1,342 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

39.4% agent · top contributor 68.6%21 contributors

team

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

529

agent commits

813

other considered commits

agent contributors

68.6%

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

529assisted

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: 79.1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	529	39.4%

03Evidence

Inspect the matches

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

Matched commit samples

56c79edf on GitHubfix(everos-memory): one refused write must not take the rest of the run wiClaude Code
09a5f7f8 on GitHubchore(ui-tui): format the files the pre-commit prettier hook has been failClaude Code
a5f84b71 on GitHubci(*): run unit tests as four shards and speed up the suite (#413)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	1,352
Merge commits removed	−0
CI / dependency bots removed	−10
Considered	1,342

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 EverMind-AI/Raven

Scan another repository

Try

Month	Agent share	Considered commits
2026-06	35%	40
2026-07	79.1%	86
2026-08	48.7%	754
2026-09	17.3%	462