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.

[CASUALLY MAINTAINED] 轻小说文库 (Wenku8.com) 安卓版第三方公益App，始于2014年的初版Material Design风格、非盈利、Play Store上安装包最小的轻小说阅读器 (light novel reader)。目前网站的API由于被大量滥用，已更新成我自己架的 Cloudflare Worker API 中继节点，不然的话网站关闭API就全军覆没了。

01Result

MewX/light-novel-library_Wenku8_Android ↗

MewX/light-novel-library_Wenku8_Android AI coding statistics: 65%

of 157 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

65% agent · top contributor 82.4%3 contributors

individual

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

102

agent commits

other considered commits

agent contributors

82.4%

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

100assisted

2autonomous

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: 96.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	100	63.7%
GitHub Copilot	GitHub	2	1.3%

03Evidence

Inspect the matches

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

Matched commit samples

f4f4df41 on GitHubTell the bookshelf what moved instead of redrawing all of itClaude Code
12d6fd1e on GitHubFade the search screens out to match how they fade inClaude Code
c2d0d1b4 on GitHubStop the novel info screen queueing behind startup network callsClaude Code
4360342a on GitHubFix avatar caching: re-fetch on UserInfoActivity load and fix deletion bugGitHub Copilot
d52cc6e4 on GitHubInitial planGitHub 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	181
Merge commits removed	−15
CI / dependency bots removed	−9
Considered	157

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 →Java AI coding statisticsCompare evidence across Java 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 MewX/light-novel-library_Wenku8_Android

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	44
2026-03	22.2%	9
2026-08	96.2%	104