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.

ClawX is a desktop app that provides a graphical interface for OpenClaw AI agents. It turns CLI-based AI orchestration into a desktop experience without using the terminal. China website is https://clawx.com.cn.

01Result

ValueCell-ai/ClawX ↗

ValueCell-ai/ClawX AI coding statistics: 7.6%

of 855 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
7.6% agent · top contributor 78.5%8 contributors
team

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

65
agent commits
790
other considered commits
8
agent contributors
78.5%
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

65assisted
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
2026-029.5%264
2026-035.3%245
2026-0411.6%95
2026-058.9%90
2026-062.9%35
2026-077.4%54
2026-082%51
2026-099.5%21

Peak month: 11.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere566.5%
Claude CodeAnthropic70.8%
Gemini CLIGoogle20.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 170b9899 on GitHubfeat: upgrade DingTalk to official connector 0.8.25 (#1292)Cursor Agent
  • f5bb8c02 on GitHubfix: activate plugin channels after save and reject invalid Feishu credentCursor Agent
  • bbbf6d5b on GitHubfix(cron): keep scheduled task message editable after inserting a skill (#Cursor Agent
  • a9d9376f on GitHubfix: preserve agent model fallbacks when switching models (#1160)Claude Code
  • 2327f0ba on GitHubfix(chat): stop splitting message bubble text mid-word (closes #931) (#100Claude Code
  • 7fa4852c on GitHubfix(chat): separate response and thinking messages (#878)Claude Code
  • e8a73775 on GitHubfeat(skills): improve marketplace disclaimer and icon (#30)Gemini CLI
  • badc424f on GitHubchore: remove openclaw submodule (#27)Gemini CLI

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 window857
Merge commits removed−2
CI / dependency bots removed−0
Considered855

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 ValueCell-ai/ClawX

Scan another repository

Try