Role manual for the Reviewer agent in the AI Scientist Agent system. Defines how the reviewer scores a paper across four dimensions, lists actionable weaknesses, and drives the improve-loop when scores are low. Use when a paper is complete and needs an LLM review, or when re-reviewing a revised version.