agent-lab

Extract structured insights from a research paper and write them into the research knowledge layer. Use when the user provides a paper (PDF, DOI, arXiv link, or title) and wants it archived as reusable knowledge.

Load the current research state for a research line and present a structured overview. Use at the start of any research session, when switching lines, or when the user asks "what's the state of X?".