This skill teaches Claude how to read, generate, and validate HADS documents. Read all [SPEC] blocks before responding to any HADS-related request. Read [NOTE] blocks if you need context on intent or edge cases. Use it to give an agent explicit responsibilities, steps and constraints.
Evaluate expectations against an execution transcript and outputs. Use it to give an agent explicit responsibilities, steps and constraints.
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions. Use it to navigate the topic and choose relevant methods, papers or tools.