Papi Compare
- 1 installs
- 35 repo stars
- Updated August 1, 2026
- hummat/paperpipe
Compare research papers for a project decision across axes like objective, compute, latency, and reproducibility, producing a decision matrix and recommended choice.
About
Compares papers for a decision using a fixed set of axes and outputs a decision matrix, recommendation, and missing-evidence list. A developer uses it to choose between methods or algorithms in a project context.
- Eight comparison axes from assumptions to implementation risk
- Outputs decision matrix, recommendation, and evidence gaps with citations
Papi Compare by the numbers
- 1 all-time installs (skills.sh)
- Ranked #2,479 of 3,282 Productivity & Planning skills by installs in the Skillselion catalog
- Data as of Aug 2, 2026 (Skillselion catalog sync)
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| Installs | 1 |
|---|---|
| repo stars | ★ 35 |
| Last updated | August 1, 2026 |
| Repository | hummat/paperpipe ↗ |
What it does
Compare research papers for a project decision across axes like objective, compute, latency, and reproducibility, producing a decision matrix and recommended choice.
Files
Compare Papers for Decision
You are given paper excerpts (paste papi show ... --level ... output above, or reference exported files).
Project context (optional): $ARGUMENTS
Task
Compare the papers for a decision in this project context.
Axes: objective, assumptions/data regime, compute, latency, robustness, eval metrics, reproducibility, implementation risk.
Output
1) Decision matrix (table) 2) Recommended choice + assumptions + risks 3) Missing evidence / what to fetch next (e.g., ask for papi show <paper> --level tex)
Citations
For each non-trivial claim, include a short quote snippet (<= 15 words) and cite as: (paper: <name>, arXiv: <id if present>, source: summary|equations|tex|notes, ref: section/eq/table/figure if present)
End with: Cited papers: <comma-separated paper names and/or arXiv IDs>
For general CLI commands, see /papi.
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