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 fast, standalone terminal music player in Rust: native Spotify streaming plus local, Subsonic, radio, Qobuz and Youtube sources

01Result

LargeModGames/spotatui ↗

LargeModGames/spotatui AI coding statistics: 0.9%

of 553 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.9% agent · top contributor 40%4 contributors
team

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

5
agent commits
548
other considered commits
4
agent contributors
40%
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

5assisted
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
2026-021.2%81
2026-030%60
2026-044.5%22
2026-051.9%53
2026-060%78
2026-070%148
2026-080%91
2026-0910%20

Peak month: 10%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic40.7%
GitHub CopilotGitHub10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 03f5824f on GitHubfix(audio): stop two pump freezes, and enable the alternative sources on mClaude Code
  • 427e04d1 on GitHubfix(local): scan nested folders so a two-level music library is browsable Claude Code
  • 1dbcfdc4 on GitHubfix: restore missing closing brace and #[test] attr dropped in merge conflClaude Code
  • 62512ffd on GitHubUpdate src/infra/network/search.rsGitHub Copilot

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 window956
Merge commits removed−286
CI / dependency bots removed−117
Considered553

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 →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 LargeModGames/spotatui

Scan another repository

Try