Prompt Optimization Skill

Overview

Transform any request into an optimized, production-ready prompt for Claude 4.x that eliminates hallucinations and ensures first-response accuracy. Apply investigation-first protocols, extended thinking patterns, and anti-hallucination guards.

When to Use

Trigger this skill when:

• User requests prompt improvement or optimization
• Prompt contains "optimize", "improve my prompt", "make this better"
• Vague requests need clarification and structure
• Existing prompts show hallucination issues
• User mentions "investigation first", "anti-hallucination", "production-ready"

Quick Start