Review economics
Michael-A-Kuykendall/shimmy
Read from the 28 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.3× the time to merge of the rest.
≥11%
Attributed
a floor
9
Attributed PRs
19
Other PRs
28
Read
Attributed — the latest 5
#115 fix(metrics): add GPU detection fields to /metrics endpoint (Issue #111)
0 reviews · 13h to merge
#96 fix(mlx): correct Apple Silicon GPU detection for issue #87
0 reviews · 0h to merge
#94 feat(test): comprehensive packaging regression tests
0 reviews · 0h to merge
#57 Fix GitHub Actions release workflow to prevent missing binaries
1 reviews · 0h to merge
#56 Add .gitattributes file to override GitHub's language detection from Makefile to Rust
1 reviews · 0h to merge
The rest — the latest 5
#209 chore: consolidate test suite (19 files → 3) + SSE regression test + doc updates
0 reviews · 0h to merge
#157 fix: group sharded model files in auto-discovery (#147)
0 reviews · 0h to merge
#154 Fix Docker build failure (Issue #152)
0 reviews · 0h to merge
#159 Fix Issue #139: Unicode character handling in token streaming
0 reviews · 0h to merge
#158 Fix Issue #140: GGML Assert Batch Size Failure with Large Prompts
0 reviews · 12h to merge
How this was measured
11% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work.
Detected: Claude Code, GitHub Copilot coding agent.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
The badge reads this repo’s current report, so it follows the number.
Tell me when this moves
We re-read Michael-A-Kuykendall/shimmy weekly and email only when the number changes materially.
Read your own repos
This one is public. For a private repo, run the same read locally through your own GitHub credentials — nothing is installed and nothing is sent to us.
npx @ambera/review-taxWant this continuously on Michael-A-Kuykendall/shimmy — each pull request paired to the task it came from, and the work graded from its review loop rather than its diff size? Claim this repo in Forge
Browse every repo people have read · Read a different repository