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.

A unified toolchain for web development

01Result

utooland/utoo ↗

utooland/utoo AI coding statistics: 28.4%

of 443 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
28.4% agent · top contributor 76.2%9 contributors
team

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

126
agent commits
317
other considered commits
9
agent contributors
76.2%
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

126assisted
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
2026-0218.5%65
2026-0327.9%86
2026-0438.8%67
2026-0543.4%53
2026-0657.4%68
2026-074.4%45
2026-080%46
2026-090%13

Peak month: 57.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic11325.5%
Gemini CLIGoogle92%
GitHub CopilotGitHub40.9%
Cursor AgentAnysphere20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 455d0dca on GitHubfeat(pm): generate Sigstore SLSA provenance on publish (--provenance) (#32Claude Code
  • 610861a7 on GitHubfix(pm): deterministic cold resolution + install progress/hook UX (#3199)Claude Code
  • 4cac1985 on GitHubfeat(pm): support --access and --no-git-checks on publish (#3204)Claude Code
  • 54db0f75 on GitHubfix(pack): include browser external runtime helpers (#3239)Gemini CLI
  • 1a4b3da8 on GitHubfix(pack): support CommonJS externals in browser UMD (#3226)Gemini CLI
  • 0fcbf409 on GitHubfeat(pack): support mdx option (#2858)Gemini CLI
  • 9105738c on GitHubfix: npm-binary.sh verify step actually published, causing double-publish GitHub Copilot
  • fb89e8ab on GitHubfix(ci): pm-release binary job by setting up Node before npm-based packagiGitHub Copilot
  • 7f9a9aee on GitHubchore(docs): add npm version, npm downloads, and CI status badges to READMGitHub Copilot
  • ad31d5c5 on GitHubfeat(pack-cli): support JS config (utoopack.config.mjs/js) and defineConfiCursor Agent
  • 12bffad1 on GitHubdocs(contributing): add taplo, typos and LLVM (macOS) to prerequisites (#2Cursor 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 window443
Merge commits removed−0
CI / dependency bots removed−0
Considered443

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 utooland/utoo

Scan another repository

Try