Prompt Architect - Evidence-Based Prompt Engineering

Overview

Comprehensive framework for analyzing, creating, and refining prompts for AI systems (Claude, GPT, etc.). Applies structural optimization, self-consistency patterns, and anti-pattern detection to transform prompts into highly effective versions.

When to Use This Skill

• Creating new prompts for AI systems
• Existing prompts produce poor results
• Inconsistent AI outputs
• Need to improve prompt clarity
• Applying evidence-based prompt engineering
• Optimizing agent instructions
• Building prompt libraries

Theoretical Foundation

Evidence-Based Techniques