Papi Ground
- 1 installs
- 35 repo stars
- Updated August 1, 2026
- hummat/paperpipe
Ground responses strictly in provided paper excerpts, citing short quote snippets and flagging any claim not supported by the excerpts to avoid hallucination.
About
Constrains responses to only what provided paper excerpts support, with short cited quotes and explicit unsupported-claim flags. A developer uses it to produce citation-grounded answers about paper content without hallucination.
- Declares unsupported claims explicitly rather than guessing
- Prefers equations/LaTeX over summaries on conflict, with citations
Papi Ground by the numbers
- 1 all-time installs (skills.sh)
- Ranked #1,366 of 1,879 Documentation 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
Ground responses strictly in provided paper excerpts, citing short quote snippets and flagging any claim not supported by the excerpts to avoid hallucination.
Files
Ground Responses in Paper Excerpts
You are given paper excerpts (paste papi show ... --level ... output above, or reference exported files).
Rules
- If a claim is not supported by the 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)
- Call out assumptions, dataset/compute constraints, and symbol definitions.
- Prefer equations/LaTeX source over summaries when there's a conflict.
End with: Cited papers: <comma-separated paper names and/or arXiv IDs>
For general CLI commands, see /papi.
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