Review economics
Yuan1z0825/nature-skills
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 2.5× the time to merge of the rest.
≥7%
Attributed
a floor
7
Attributed PRs
93
Other PRs
100
Read
Attributed — the latest 5
#54 Broaden skill triggers with Chinese & English academic-writing keywords
0 reviews · 28h to merge
#57 Stop auto-committing star history cache busts
0 reviews · 5h to merge
#56 Add scripts/update-codex-skills.sh for manual Codex installs
0 reviews · 5h to merge
#44 refactor(nature-reader): migrate to router/static-dynamic architecture
0 reviews · 38h to merge
#43 feat: add Terminology Ledger to nature-writing and nature-polishing
0 reviews · 38h to merge
The rest — the latest 5
#178 docs: generalize literature pipeline examples
0 reviews · 2.8d to merge
#179 docs: clarify experiment log input and output modes
0 reviews · 2.8d to merge
#177 feat: add nature-paper-card for source-grounded paper deep reading
0 reviews · 8h to merge
#175 skill(nature-ref-verifier): harden from 35-ref field audit, promote to Stable
0 reviews · 4h to merge
#171 ci: validate skill index on skill changes
0 reviews · 27h to merge
How this was measured
7% 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; 12 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 123 merged PRs — the rest have not been analyzed yet.
Detected: OpenAI Codex, Claude Code.
“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.
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