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.

一个Codex cli 账号管理与切换工具。为 Codex cli提供本地网关转发。

01Result

qxcnm/Codex-Manager ↗

qxcnm/Codex-Manager AI coding statistics: 0.9%

of 1,466 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.9% agent · top contributor 92.3%2 contributors

individual

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

agent commits

1,453

other considered commits

agent contributors

92.3%

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

1assisted

12autonomous

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: 4.7%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	12	0.8%
Claude Code	Anthropic	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

7c082d64 on GitHubfix: swap tray menu 5-hour and 7-day reset time labelsGitHub Copilot
525e28ba on GitHubfix(tray-preview): fix phantom rectangle and content truncation on WindowsGitHub Copilot
317d0c4f on GitHubfix(tray): avoid Windows click-time menu refresh regressionGitHub Copilot
1370dbcf on GitHubfeat: add gateway endpoint helpersClaude 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	1,646
Merge commits removed	−180
CI / dependency bots removed	−0
Considered	1,466

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 →Rust AI coding statisticsCompare evidence across Rust 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 qxcnm/Codex-Manager

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	139
2026-03	0%	382
2026-04	0%	254
2026-05	0.6%	178
2026-06	0.5%	195
2026-07	4.7%	235
2026-08	0%	57
2026-09	0%	26