Research Review Skill Factory

Use this meta-skill to build a custom review skill for a specific research area, problem family, or method combination. It is broader than a manuscript-specific builder: the generated child skill should help review future papers in the selected area.

Core Idea

Create a field/problem-specific reviewer skill:

research area + problem set -> area profile -> OpenReview queries -> reviewer concern patterns -> custom area reviewer skill

Examples:

• ssfl-diffusion-representation-reviewer-openreview
• federated-ssl-privacy-reviewer-openreview
• spectral-representation-theory-reviewer-openreview
• llm-agent-benchmark-reviewer-openreview