Skill UI

Orchestrates the EGM Goldfish Review Protocol for design document reviews. Executes five phases including Initial Zoom Out, Comprehension, Design Critique, and Implementation Readiness. Validates ideas through specialized reviewer personas, stress-testing concepts and eliminating sycophancy. All outputs must be artifact-first, written to files rather than chat.

Executes automated multi-agent review loops to audit documents against qualitative standards and structural templates, automatically applying approved fixes. Ideal for reviewing design docs, READMEs, feature specifications, and implementation plans. Uses adversarial auditors in fresh contexts and persistent resolvers with institutional knowledge.