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.

让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill，开箱即用。

01Result

KKKKhazix/human-writing ↗

KKKKhazix/human-writing AI coding statistics: 42.9%

of 7 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 7 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

42.9% agent · top contributor 100%1 contributor

individual

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

agent commits

other considered commits

agent contributors

100%

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.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	3	42.9%

03Evidence

Inspect the matches

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

Matched commit samples

4fda173f on GitHubdocs: 重写 README，去掉产品说明书腔Claude Code
cd879d22 on GitHubchore: 版本号引用更新至 1.1.0Claude Code
a71ea287 on GitHubv1.1.0: 禁令上移到修辞动作级，检测器补盲区降误伤，新增蒸馏版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	7
Merge commits removed	−0
CI / dependency bots removed	−0
Considered	7

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 KKKKhazix/human-writing

Scan another repository

Try