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hummathummatCommunity·1 Agent Skills Included

paperpipe

Local research paper database with equations, summaries, and RAG

Builds a local database of research papers with PDFs, LaTeX source, extracted equations, and coding-focused summaries. Eliminates slow PDF reading, manual LaTeX copying, and hallucinated paper details during implementation. Lets coding agents verify code against real equations, compare papers, and answer cross-paper questions with citations.
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npx skills add hummat/paperpipe --all -g -y

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hummathummat

papi

Manage a local scientific paper database via command-line interface.

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Frequently Asked Questions

FAQPage Schema
How to install paperpipe?▼

Run `npx skills add hummat/paperpipe --all -g -y` in your terminal to install all skills in this suite globally.

How to verify code against a research paper?▼

Use the papi-verify skill to compare your code against the paper's extracted equations and LaTeX, producing a symbol mapping table and a list of mismatches.

How to ask questions across multiple papers?▼

Run `papi ask "your question"` to get synthesized, cited answers via PaperQA2 or LEANN RAG backends over your stored PDFs.

Does paperpipe work with Claude Code and other coding agents?▼

Yes. Run `papi install` to set up the skill and MCP servers for Claude Code, Codex, and Gemini CLI so agents can ground responses in real paper content.

Can I add papers without an arXiv ID?▼

Yes. You can add papers by title, URL, Semantic Scholar ID, local PDF, or bulk import from JSON, BibTeX, or text files.

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