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.

Libation: Liberate your Library

01Result

rmcrackan/Libation ↗

rmcrackan/Libation AI coding statistics: 36.2%

of 575 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
36.2% agent · top contributor 94.2%7 contributors
individual

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

208
agent commits
367
other considered commits
7
agent contributors
94.2%
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

208assisted
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
2026-010%1
2026-020%13
2026-030%77
2026-040%57
2026-054.1%49
2026-060%37
2026-073.3%30
2026-0870%283
2026-0925%28

Peak month: 70%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere20435.5%
Claude CodeAnthropic40.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 36207bba on GitHubDocument experimental device registration and the License Denied workarounCursor Agent
  • f4dee947 on GitHubAdd an experimental device-registration setting so License Denied users caCursor Agent
  • 67b476ea on GitHubDo not use Audible's sentinel episode numbers as podcast series order.Cursor Agent
  • e90850f1 on GitHubFix thread-safety crash in setLiberatedVisibleMenuItem during parallel dowClaude Code
  • 4a5c81b5 on GitHubAdd CLI 'upload' verb to send already-liberated books to AudiobookshelfClaude Code
  • 0dfee1ff on GitHubUpdate AAXClean.Codecs to 3.1.0Claude Code

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 window848
Merge commits removed−250
CI / dependency bots removed−23
Considered575

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 →C# AI coding statisticsCompare evidence across C# 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 rmcrackan/Libation

Scan another repository

Try