Recursive Self-Improvement Loop

A pattern for generating higher-quality output by iterating against explicit scoring criteria.

The Pattern

generate → evaluate → diagnose → improve → repeat (until passing)

Never ship first-draft output for important content. Run the loop.

How It Works

1. Generate

Create the initial output as you normally would.