papi-verify

Original：🇺🇸 English

Translated

Verify code against paper. Use when user asks "does this match the paper", "check my implementation", or is implementing equations/algorithms from literature.

3installs

Sourcehummat/paperpipe

Added on2026-06-02

NPX Install

npx skill4agent add hummat/paperpipe papi-verify

SKILL.md Content

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Verify Code Against Paper

You are given:

Code (or a code excerpt), plus paper excerpts (paste
```
papi show ... --level ...
```
output above, or reference exported files).

Project context (optional): $ARGUMENTS

Rules

Prefer equations/LaTeX over summaries when there's a conflict.
If a claim is not supported by provided excerpts, say: "Not supported by provided excerpts."
For supported claims, 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)

Output

Symbol mapping table: paper symbol/definition → code variable/tensor (include shapes/units if stated)
Mismatches / risks (bulleted): missing terms, wrong sign/scale/normalization, shape bugs, hidden assumptions
Fix plan: minimal code changes (or patch sketch) + suggested asserts/tests to lock correctness

End with: Cited papers: <comma-separated paper names and/or arXiv IDs>

For general CLI commands, see

/papi

.