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.

在保留版面、公式与结构的前提下进行 PDF 翻译，适用于科研与技术文档

01Result

wxyhgk/retain-pdf ↗

wxyhgk/retain-pdf AI coding statistics: 20.2%

of 782 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.2% 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.

158
agent commits
624
other considered commits
1
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

158assisted
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
2026-030%96
2026-040%128
2026-050%80
2026-060%24
2026-0786.5%96
2026-085.3%94
2026-0926.5%264

Peak month: 86.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15820.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 076e64dd on GitHubfeat(api): 记录端点实际使用量，为删端点提供依据Claude Code
  • 65ac0094 on GitHubdocs(ops): 后端 API 端点盘点报告（只调查，不改代码）Claude Code
  • 603f1e2c on GitHubdocs(frontend): 交接三阶段展示的读法与新增字段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 window821
Merge commits removed−39
CI / dependency bots removed−0
Considered782

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 wxyhgk/retain-pdf

Scan another repository

Try