Pulse
2026-09-18-v3.0
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.

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01Result

Gloridust/WechatOnCloud ↗

Gloridust/WechatOnCloud AI coding statistics: 59%

of 139 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
59% agent · top contributor 98.8%2 contributors
individual

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

82
agent commits
57
other considered commits
2
agent contributors
98.8%
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

82assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0530%10
2026-0671.9%89
2026-0737.5%40

Peak month: 71.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic8259%

03Evidence

Inspect the matches

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

Matched commit samples

  • c54d3ff1 on GitHubfix(ci): 构建期精简 apt 源，根治 QEMU arm64 下 apt-get update OOMClaude Code
  • fda9522b on GitHubfix(critical): 实例镜像 arm64 构建 OOM + 版本耦合无兜底致面板锁死（v1.4.1 连环 P0）Claude Code
  • d523204c on GitHubfeat(#112): 实例卡显示镜像版本 + 升级结果诚实汇报（拉取失败不再假装成功）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 window148
Merge commits removed−9
CI / dependency bots removed−0
Considered139

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 →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 Gloridust/WechatOnCloud

Scan another repository

Try