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.

冰冷的钱就这样流进我温暖的口袋-游资（UZI）Skills — 让我们欢迎，股海贼王！66位投资大佬帮你看盘 · 22维数据 × 180条量化规则 × 17种机构分析方法 · A股/港股/美股

01Result

wbh604/UZI-Skill ↗

wbh604/UZI-Skill AI coding statistics: 76.9%

of 238 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
76.9% agent · top contributor 89.1%3 contributors
individual

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

183
agent commits
55
other considered commits
3
agent contributors
89.1%
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

183assisted
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
2026-0482.4%142
2026-0561.1%18
2026-0657.1%28
2026-070%2
2026-0884.8%46
2026-090%2

Peak month: 84.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic18376.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 5b40b080 on GitHubdocs: 修正插件描述里的过时计数 (51/65 评委 → 66 · 17 方法 → 22)Claude Code
  • 0acf2512 on GitHubdocs: bump 头部到 v3.9.4 并补更新日志 (kimi-k3)Claude Code
  • 39e24aec on GitHubfix: 前端显示修复 + 美化 (v3.9.4 · kimi-k3)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 window276
Merge commits removed−38
CI / dependency bots removed−0
Considered238

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 wbh604/UZI-Skill

Scan another repository

Try