cp-skill-revise-autoreason

Automating note revision involves an iterative loop with critic, revision author, synthesizer, and blind judging roles to assess and improve quality. It requires fresh Codex sub-agents for each role and operates within a controlled workshop directory.

An AutoReason-style loop is an automated iterative process using multiple sub-agents to critique, revise, and synthesize text. It applies blind judging to evaluate revisions objectively, ensuring higher quality and efficiency in academic writing and knowledge management.

To run a substantive revision, execute the command /cp-skill-revise-autoreason [note-filename]. The Skill detects required changes and offers both prose-preserving and substantive revisions based on the detected complexity.

Yes, automated note revision works for professional documentation. The iterative loop with blind judging provides automated quality assurance, making it suitable for knowledge management, academic writing, and professional documentation contexts.

A limitation of using sub-agents for note revision is the requirement for fresh Codex sub-agents for each role in the loop. The process also operates strictly within a controlled workshop directory, requiring specific environment setup.