Does this skill support prompt versioning?

Yes, it integrates with Langfuse for full version control, allowing you to manage production, staging, and canary labels for your prompts.

Can I use this for automatic prompt optimization?

Absolutely. It includes implementation patterns for using DSPy and MIPROv2 to automatically tune prompts and few-shot examples based on your training data.

How does it improve reasoning in LLM applications?

The suite provides standardized Chain-of-Thought (CoT) templates and Zero-shot CoT triggers that guide the model to break down problems step-by-step before answering.

Is this suite compatible with modern AI frameworks?

Yes, it is designed to work seamlessly with FastAPI, LangGraph, and LangChain, providing production-ready patterns for professional AI development.

Prompt Engineering Suite

Name: Prompt Engineering Suite
Author: yonatangross

byyonatangross

•

Data Science & ML

Optimizes AI application performance through production-ready prompt engineering patterns, versioning, and automated tuning.

The Prompt Engineering Suite provides a comprehensive toolkit for designing, versioning, and optimizing prompts within Claude Code. It enables developers to implement advanced reasoning patterns like Chain-of-Thought and dynamic few-shot learning while managing the prompt lifecycle using tools like Langfuse for versioning and DSPy for automatic optimization. Whether you are building complex agents or simple classification tasks, this skill ensures your LLM interactions are reliable, version-controlled, and performance-tuned for production-grade AI applications.

Key Features

01Standardized structured output patterns for JSON and schema-based responses

02Dynamic few-shot learning with intelligent example selection

03Chain-of-Thought (CoT) reasoning patterns for complex problem-solving

04Automatic prompt optimization using DSPy and MIPROv2 algorithms

0569 GitHub stars

06Production-grade prompt versioning and A/B testing via Langfuse

Use Cases

01Implementing lifecycle management and staging for prompts in production applications

02Automatically tuning and optimizing prompt accuracy based on specific datasets

03Building complex reasoning agents that require multi-step logic and verification

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yonatangross/orchestkit prompt-engineering-suite

For use in Claude.ai and ChatGPT

Download Skill