Prompt Optimization Skill

Purpose

Improve prompts while preserving user intent.

Core Principles

1. Procedural Gates: Complete analysis, optimization, and balance in order. Each phase has observable pass conditions that control the next transition.
2. Intent Preservation: Record the original requirements before changing wording, structure, context, constraints, or examples.
3. Necessary and Sufficient Context: Include the information needed for a decision, action, or verification result. Condense or omit information that does not affect one of them.
4. Traceable Changes: Connect every change to a finding or project-specific source.
5. Self-Contained Execution: Require no temporary artifacts or additional agents.

Required References

Load references at the phase where their rules become necessary: