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.

PandaWiki 是一款 AI 大模型驱动的开源知识库搭建系统，帮助你快速构建智能化的 产品文档、技术文档、FAQ、博客系统，借助大模型的力量为你提供 AI 创作、AI 问答、AI 搜索等能力。

01Result

chaitin/PandaWiki ↗

chaitin/PandaWiki AI coding statistics: 4.3%

of 92 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 92 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
4.3% agent · top contributor 75%2 contributors
individual

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

4
agent commits
88
other considered commits
2
agent contributors
75%
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

4assisted
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
2026-025%20
2026-036.1%49
2026-040%7
2026-050%3
2026-060%6
2026-070%2
2026-080%3
2026-090%2

Peak month: 6.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic33.3%
Cursor AgentAnysphere11.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • f7581476 on GitHubfeat: 添加 SecretTextField 组件，敏感字段默认密文显示并支持切换Claude Code
  • b418836d on GitHubfix: SSE请求增加HTTP错误处理及401自动跳转登录Claude Code
  • 70e7aa05 on GitHubfix: 模型检查失败时显示实际错误信息Claude Code
  • 5883f8ab on GitHubfix(history): 修复历史版本页面若干问题Cursor Agent

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 window169
Merge commits removed−77
CI / dependency bots removed−0
Considered92

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 chaitin/PandaWiki

Scan another repository

Try