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.

Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Copilot CLI / Cline CLI / OpenCode / Kimi CLI

kbwo/ccmanager ↗

kbwo/ccmanager AI coding statistics: 73.8%

of 107 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
73.8% agent · top contributor 86.1%4 contributors
individual

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

79
agent commits
28
other considered commits
4
agent contributors
86.1%
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

79assisted
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
2026-0275%20
2026-0380.6%31
2026-0442.1%19
2026-0583.3%6
2026-0677.8%9
2026-07100%5
2026-0871.4%7
2026-0990%10

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic7872.9%
Cursor AgentAnysphere10.9%

Inspect the matches

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

Matched commit samples

  • af489a99 on GitHubfix: show resolved branch name for detached HEAD worktrees (#336)Claude Code
  • 4f1a2039 on GitHubfix: ignore keyboard lock state when matching shortcuts (#327) (#331)Claude Code
  • 4f4a7675 on GitHubci: allow manually re-running the npm publish workflowClaude Code
  • 939014c4 on GitHubperf: show cached worktrees when returning to menu (#318)Cursor 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 window172
Merge commits removed−1
CI / dependency bots removed−64
Considered107

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 kbwo/ccmanager

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