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.

AutoBangumi - 全自动追番工具

01Result

EstrellaXD/Auto_Bangumi ↗

EstrellaXD/Auto_Bangumi AI coding statistics: 71.6%

of 215 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

71.6% 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.

154

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

154assisted

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

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	154	71.6%

03Evidence

Inspect the matches

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

Matched commit samples

5cc2fabc on GitHubfix(types): correct type-ignore codes and narrow Optional in testsClaude Code
f54df557 on GitHubchore(release): prepare 3.3.5Claude Code
2f1a18f3 on GitHubfix(config): stop masking empty secrets and scrub corrupted mask sentinelsClaude 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	255
Merge commits removed	−40
CI / dependency bots removed	−0
Considered	215

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 EstrellaXD/Auto_Bangumi

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	85.2%	27
2026-03	100%	2
2026-04	0%	9
2026-07	73.7%	175
2026-08	0%	2