How does this skill improve LLM accuracy?

It utilizes techniques like Chain-of-Thought prompting to guide models through logical steps and few-shot learning to provide clear examples of expected behaviors.

Can I use this for production-grade AI applications?

Yes, the skill includes guidance on systematic optimization, performance monitoring, and building robust template systems designed for scalable production environments.

Does it support complex reasoning tasks?

Absolutely. It features specific patterns for analytical problems, mathematical reasoning, and multi-step logic to ensure the model follows a verifiable thought process.

What is the Prompt Engineering Claude Code Skill?

It is a specialized capability that provides advanced patterns and best practices for creating, optimizing, and debugging prompts for Large Language Models directly within Claude Code.

Prompt Engineering Expert

Name: Prompt Engineering Expert
Author: claudiodearaujo

byclaudiodearaujo

•

Data Science & ML

Optimizes LLM performance and reliability using advanced prompting patterns, systematic refinement, and architectural best practices.

The Prompt Engineering Expert skill provides a comprehensive framework for maximizing the capabilities of Large Language Models within the Claude Code environment. It offers structured guidance on implementing few-shot learning, chain-of-thought reasoning, and modular template systems to ensure consistent, high-quality AI outputs. This skill is indispensable for developers building AI-powered applications who need to move beyond simple instructions to create production-ready, resilient, and controllable agentic workflows.

Key Features

01Systematic prompt optimization and A/B testing strategies

02Few-shot learning implementation with input-output examples

03Modular template systems for reusable prompt components

04Instruction hierarchy and system prompt design patterns

05Chain-of-thought reasoning for complex multi-step logic

061 GitHub stars

Use Cases

01Debugging inconsistent LLM behaviors in complex agentic workflows

02Improving the reliability and accuracy of AI-generated code and content

03Scaling prompt management using structured templates and versioning

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro prompt-engineering

For use in Claude.ai and ChatGPT

Download Skill