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.

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qingchencloud/clawpanel ↗

qingchencloud/clawpanel AI coding statistics: 2.6%

of 620 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.6% agent · top contributor 87.5%2 contributors
individual

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

16
agent commits
604
other considered commits
2
agent contributors
87.5%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

14assisted
2autonomous

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
2026-020%23
2026-030%252
2026-040%104
2026-051.1%187
2026-060%13
2026-0751.9%27
2026-080%8
2026-090%6

Peak month: 51.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic142.3%
Cursor AgentAnysphere20.3%

Inspect the matches

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

Matched commit samples

  • b36a85e2 on GitHubci(pages): 文档站切换为 Actions workflow 部署Claude Code
  • fc4313d6 on GitHubfeat(settings): 便携迁移界面重设计——方向示意、状态可见、操作忙碌态Claude Code
  • b65296a4 on GitHubfeat(portable): 便携模式支持迁移回本机——双向迁移闭环Claude Code
  • 8568dd0d on GitHubfix(dashboard): prevent superseded dashboard loads from mutating state (#3Cursor Agent
  • 99b62ccc on GitHubfix(config): sync agent models from merged openclaw.json after write (#297Cursor Agent

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 window691
Merge commits removed−6
CI / dependency bots removed−65
Considered620

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 qingchencloud/clawpanel

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