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.

Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

01Result

Pinvou/pinvou-agent ↗

Pinvou/pinvou-agent AI coding statistics: 3.2%

of 404 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.2% agent · top contributor 46.2%4 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

13
agent commits
391
other considered commits
4
agent contributors
46.2%
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

13assisted
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
2026-073%99
2026-083.8%211
2026-092.1%94

Peak month: 3.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic92.2%
OpenAI CodexOpenAI20.5%
GitHub CopilotGitHub20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 794a13d1 on GitHubfix(web-acp): harden web code mode follow-ups (#336)Claude Code
  • 2d69783a on GitHubfeat(image): 图片输入能力四档体系与识图探测（干净分支重构） (#277)Claude Code
  • 90708743 on GitHubfix(ui): 项目技能帮助弹窗定位修复与 .pinvou/skills 约定目录 (#243)Claude Code
  • bc344974 on GitHubfeat(benchmark): 完善 GAIA 诊断与隔离 (#370)OpenAI Codex
  • f3b1880a on GitHubfix(gaia): 保留电子表格附件结构信息 (#376)OpenAI Codex
  • 7d493aeb on GitHubfeat(codex): 代码模块接入品悟原生代码会话 (#138)GitHub Copilot
  • 62b1e63b on GitHubtest(markdown): 补全脚本标签大小写断言 (#114)GitHub Copilot

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 window415
Merge commits removed−0
CI / dependency bots removed−11
Considered404

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 Pinvou/pinvou-agent

Scan another repository

Try