Prompt Library Self-Improvement System

A structured Claude prompt that builds a complete prompt-performance capture + pattern-identification + refinement + versioning system. Runs on your most-used prompts, tracks quality per use, identifies which prompt elements drive high-quality outputs, and updates your prompt library automatically every 30 days. Every improvement is traceable, reversible, and tied to captured data — never vibes.

Discovered on Twitter via @alex_prompter