Prompt Optimizer

Overview

Evaluate prompt quality, provide targeted improvement suggestions, and generate optimized versions using 58 proven prompting techniques. This skill systematically analyzes prompts across multiple quality dimensions and applies evidence-based optimization patterns.

Quick Start

For most optimization tasks, follow this workflow:

1. Analyze the current prompt - Read and understand what the user wants to achieve
2. Evaluate quality - Assess across clarity, specificity, structure, completeness
3. Load relevant techniques - Read references/prompt-techniques.md for applicable methods
4. Generate suggestions - Use evaluation results and techniques to propose improvements
5. Create optimized version - Apply chosen techniques to produce an enhanced prompt

Evaluation Workflow

When a user asks to optimize or evaluate a prompt: