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.

本地优先的跨平台 Claude Code / AI Agent 桌面工作台：多 Agent 协作、Git Worktree、代码 Diff、技能市场、多模型、Computer Use、桌面宠物；支持微信、飞书、钉钉及 H5 等远程访问。 | Local-first Claude Code / AI Agent desktop workspace: multi-agent teams, Git worktrees, diffs, skills marketplace, multi-model, Computer Use, task-aware desktop pets; remote via WeChat, Feishu, DingTalk, Telegram, WhatsApp & H5.

01Result

NanmiCoder/cc-haha ↗

NanmiCoder/cc-haha AI coding statistics: 16.9%

of 1,772 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

16.9% agent · top contributor 95.3%12 contributors

individual

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

300

agent commits

1,472

other considered commits

agent contributors

95.3%

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

300assisted

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: 53%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	299	16.9%
GitHub Copilot	GitHub	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

dbc1e483 on GitHubfeat(desktop): rebuild the workspace as a unified tab controllerClaude Code
446cc478 on GitHubfix(streaming): scale the overall stream cap with the user request timeoutClaude Code
b1b5a6d6 on GitHubdocs: switch community to WeCom and make Chinese README defaultClaude Code
3ab3eca2 on GitHubPotential fix for pull request findingGitHub 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	2,018
Merge commits removed	−246
CI / dependency bots removed	−0
Considered	1,772

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 NanmiCoder/cc-haha

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	0%	4
2026-04	53%	364
2026-05	15.7%	517
2026-06	9.7%	207
2026-07	0.6%	328
2026-08	0%	222
2026-09	3.1%	130