hummat/paperpipe
7 skills7 installs245 starsGitHub
Install
npx skills add https://github.com/hummat/paperpipeSkills in this repo
1PapiEntry-point skill for a paper reference database driven by the papi CLI for listing, searching, adding, and exporting papers. A developer uses it as the first stop for paper lookups, delegating synthesis to dedicated papi sub-skills.1installs2Papi AskRuns RAG queries over a paper database using PaperQA2 or LEANN when synthesis across papers or cited answers is needed. A developer uses it for questions that exact match, ranked search, or direct reads cannot answer.1installs3Papi CompareCompares 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.1installs4Papi CurateProduces structured project notes in Markdown from paper excerpts, capturing claims, methods, evaluation, and limitations. A developer uses it to document findings and build an implementation checklist for a project.1installs5Papi GroundConstrains 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.1installs6Papi InitSets up PaperPipe agent integration by inserting or replacing a Paper References section in the repo's agent instructions file. A developer uses it to wire papi into a project's CLAUDE.md, AGENTS.md, or GEMINI.md.1installs7Papi VerifyChecks whether a code implementation matches the equations and algorithms in a paper, building a symbol-mapping table and a mismatch list. A developer uses it to catch sign, scale, normalization, and shape errors when implementing from literature.1installs