paper7

Use when the user asks a research question that needs synthesized answers grounded in academic literature. Uses paper7 search, get, cite, and kb commands with a hard gate against fabricated citations.

Use this before implementing anything that needs academic grounding — ML features, algorithms, data pipelines, or any work where 'is this backed by research?' matters. Builds a knowledge base from arXiv papers, synthesizes findings, and produces a research brief before implementation begins.

Search and fetch arXiv, PubMed, and DOI papers as clean Markdown for LLM context. Use this skill when the user wants to find academic papers, read research, build a knowledge base, or use a paper as context for analysis. Triggers include "paper7", "find a paper about", "fetch this arXiv paper", "search PubMed", "read this paper", "build a KB", or any task involving academic paper retrieval and comprehension.