papi-ask

8

hummat

Query papers using RAG (PaperQA2 or LEANN). Use when user needs synthesized answers from papers, asks "what does paper X say about Y", or needs cited responses.

papi-curate

8

hummat

Create project notes from papers. Use when the user wants to document paper findings, create implementation notes, or summarize papers for a project.

papi-init

8

hummat

Setup PaperPipe agent integration. Use when a user wants to add papi to a project's CLAUDE.md/AGENTS.md or initialize paper support.

papi-ground

8

hummat

Ground responses in paper excerpts with citations. Use when user wants cited claims, quotes, or needs to avoid hallucination about paper content.

papi

8

hummat

CLI reference for paperpipe (papi). Use before MCP RAG tools. For listing, searching, showing, and adding papers.

papi-compare

8

hummat

Compare papers for a decision. Use when user asks "which paper should I use", "compare approaches", or needs to choose between methods/algorithms.

papi-verify

8

hummat

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