Review economics
K-Dense-AI/scientific-agent-skills
Read from the 73 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 1.0× the reviews submitted of the rest.
≥15%
Attributed
a floor
18
Attributed PRs
55
Other PRs
73
Read
Attributed — the latest 5
#210 fix(markdown-mermaid-writing): fix broken links in references
0 reviews · 18.0d to merge
#188 Sync citation-management skill with claude-scientific-writer updates
0 reviews · 1h to merge
#116 fix(neuropixels-analysis): correct broken internal links reference/ → references/
1 reviews · 49.1d to merge
#125 Add BIDS (Brain Imaging Data Structure) skill
2 reviews · 41.3d to merge
#147 fix: correct scanpy license typo (SD-3-Clause → BSD-3-Clause)
1 reviews · 22.6d to merge
The rest — the latest 5
#218 Add community health files
0 reviews · 0h to merge
#216 Add OpenPIV skill under skills/openpiv
1 reviews · 20h to merge
#215 feat(citation-management): document Zotero integration via pyzotero skill
0 reviews · 0h to merge
#214 fix(imaging-data-commons): correct 'questons' typo
0 reviews · 0h to merge
#213 fix(rdkit): correct FractionCsp3 call and MolToSmarts parameter name
0 reviews · 0h to merge
How this was measured
15% 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; 1 PR came off an agent branch with no commit attribution, so the real share runs higher.
Detected: Claude Code, OpenAI Codex, Cursor 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 K-Dense-AI/scientific-agent-skills 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 K-Dense-AI/scientific-agent-skills — 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