Role manual for the Researcher agent in the AI Scientist Agent system. Defines how the researcher surveys literature, identifies research gaps, and produces a reviewer-defensible, computationally-testable research proposal. Use when the pipeline reaches the research stage, when iterating a proposal, or when asked "what should we study / what is the research gap".