Prompt Optimization Analyzer

Purpose: Analyze prompt quality and provide actionable optimization recommendations to reduce token waste, improve clarity, and enhance effectiveness.

When to Use This Skill

• Before publishing new skills or slash commands
• When prompts exceed token budgets
• When responses are inconsistent or unclear
• During skill maintenance and refinement
• When analyzing existing prompt libraries

Analysis Dimensions

1. Token Efficiency Analysis

• Redundancy detection (repeated concepts, phrases)
• Verbosity measurement (word count vs. information density)
• Compression opportunities (equivalent shorter forms)
• Example bloat (excessive or redundant examples)