Is this suitable for production RAG systems?

Yes, it features specific optimizations for Retrieval-Augmented Generation, focusing on reducing hallucinations, improving context compression, and ensuring accurate source attribution.

What prompting techniques does this skill support?

This skill supports a wide range of advanced techniques including Chain-of-Thought (CoT), Tree-of-Thoughts, Few-shot learning, Constitutional AI, and Program-aided Language models (PAL).

Does it provide the actual prompt text?

Absolutely. The skill is designed to always display complete, copy-pasteable prompt text rather than just describing the strategy, ensuring immediate utility.

Can I use this for models other than Claude?

Yes, while specialized for Claude's capabilities, it includes optimization strategies for OpenAI models (GPT series) and Open Source models like Llama, Mixtral, and Qwen.

How does this skill help with AI safety?

It implements Constitutional AI principles, jailbreak detection patterns, and red-teaming prompts to ensure outputs are aligned, ethical, and safe for production environments.

Prompt Engineering Expert

Name: Prompt Engineering Expert
Author: itsimonfredlingjack

byitsimonfredlingjack

0•

데이터 과학 및 ML

Architects high-performance LLM prompts and multi-agent systems using advanced reasoning patterns and optimization techniques.

The Prompt Engineering Expert skill equips Claude with the sophisticated methodologies required to design, test, and deploy production-grade AI prompts. It masters advanced techniques such as Chain-of-Thought, Constitutional AI, and multi-agent orchestration to improve model reliability and safety across various architectures including Anthropic, OpenAI, and Open Source models. Whether building RAG pipelines, automating complex business workflows, or optimizing token efficiency, this skill provides structured, copy-pasteable prompt frameworks and rigorous evaluation metrics to ensure superior AI system performance.

주요 기능

010 GitHub stars

02Advanced reasoning patterns including Chain-of-Thought, Tree-of-Thoughts, and PAL.

03Model-specific optimization for Anthropic Claude, OpenAI, and Open Source architectures.

04Comprehensive evaluation frameworks for performance, cost, and hallucination reduction.

05Constitutional AI principles for safety alignment, self-correction, and bias mitigation.

06Production-ready management strategies including A/B testing and version control.

사용 사례

01Optimizing RAG workflows to improve retrieval relevance and citation accuracy.

02Designing robust system prompts for production-level AI features and agents.

03Building multi-agent systems with specialized personas and communication protocols.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add itsimonfredlingjack/codex-dev-plugin prompt-engineer

For use in Claude.ai and ChatGPT

Download Skill