What is the Prompt Engineer skill for Claude Code?

It is a specialized capability that provides structured workflows and best practices to help you create, debug, and optimize prompts for Claude within your development environment.

Can I use this for complex multi-step tasks?

Yes, the skill includes advanced patterns like prompt chaining and chain-of-thought reasoning specifically designed to handle sophisticated, multi-stage AI workflows.

Does this skill support security best practices?

Absolutely. It includes comprehensive guidance on jailbreak mitigation, input validation, and establish ethical boundaries to make your AI prompts more secure and reliable.

How does this skill reduce AI hallucinations?

It implements techniques like quote extraction, grounding, and permission-to-fail instructions to ensure Claude remains factually accurate and relies only on provided context.

Claude Prompt Engineer

Name: Claude Prompt Engineer
Author: flora131

byflora131

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数据科学与机器学习

Optimizes and structures prompts for Claude using Anthropic’s official best practices and advanced design patterns.

The Prompt Engineer skill empowers Claude to refine its own instructions, ensuring high-quality, reliable outputs through standardized methodologies. By applying core principles like XML structuring and system role assignment alongside advanced techniques such as chain-of-thought and multishot prompting, this skill helps users reduce hallucinations, increase consistency, and implement robust security measures for complex AI workflows. It is particularly useful for developers building production-grade AI agents that require predictable and secure responses.

主要功能

01Quality safeguards for hallucination reduction and security/jailbreak mitigation

02Implementation of reasoning techniques like chain-of-thought and extended thinking

0356 GitHub stars

04Consistency enhancement via multishot prompting and response prefilling

05Structural organization using XML tags and specialized system prompt optimization

06Automated application of Anthropic's official prompt engineering best practices

使用场景

01Designing complex, multi-step prompt chains for production-level AI applications

02Debugging and improving an existing prompt that produces inconsistent or low-quality results

03Creating specialized system roles to ensure Claude maintains specific tone and domain expertise

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add flora131/atomic prompt-engineer

For use in Claude.ai and ChatGPT

Download Skill