Agent Skills: Ai Prompting

Ai Prompting

Overview

This library contains 5 production-ready skills for building LLM-powered applications, optimizing prompts, and integrating AI into data workflows. Each skill covers a specific aspect of AI application development with patterns for reliability, evaluation, and scaling. Skills follow the Anthropic Skills format with practical examples from real-world AI implementations.

Quick Start

# Browse available skills
ls skills/ai-prompting/

# Read a skill
cat skills/ai-prompting/langchain/SKILL.md

# Skills are documentation - implement patterns in your AI applications

Version History

• 1.0.0 (2026-01-17): Initial release with 5 AI prompting skills

These skills represent patterns refined across production LLM applications processing millions of queries with optimized cost and quality.

Sub-Skills

• 1. Version Control Prompts (+3)

Sub-Skills

• Available Skills
• Application Frameworks (+2)
• Choose langchain when: (+4)
• LangChain RAG Pipeline (+4)
• RAG Architecture (+2)
• Structured Output (+2)
• Integration with Workspace-Hub
• Testing AI Applications
• Related Resources