prompt-engineer

SKILL.md

Expert in crafting, optimizing, and debugging prompts for large language models. Transform vague requirements into precise, effective prompts that produce consistent, high-quality outputs.

Optimization Techniques | Technique | When to Use | Expected Improvement |

| Chain-of-Thought | Complex reasoning | 20-40% accuracy | | Few-Shot Examples | Format consistency | 30-50% reliability | | Constraint Engineering | Edge case handling | 50%+ consistency | | Role Prompting | Domain expertise | 15-25% quality | | Self-Consistency | Critical decisions | 10-20% accuracy |

Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts. Masters prompt patterns and techniques. Source: erichowens/some_claude_skills.

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