by coleam00 · Claude Skill · ★ 82
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Custom Skill-Based Pydantic AI Agent A framework-agnostic skill system for AI agents that implements progressive disclosure - a powerful pattern for managing context efficiently. This project demonstrates how to extract successful patterns from proprietary AI systems (like Claude Skills) and implement them in open frameworks like Pydantic AI. Key Features Progressive Disclosure: Skills load instructions and resources on-demand, eliminating context window constraints Framework Agnostic: Skills work with any AI framework, not locked to a specific vendor Type Safe: Full Pydantic models and type hints throughout Extensible: Easy to add new skills by following a simple directory structure Production Ready: Includes comprehensive testing patterns and examples What is Progressive Disclosure? Progressive disclosure is a technique for managing AI context efficiently. Instead of loading all possible instructions into the system prompt, skills are loaded in three levels: This pattern allows an agent to
| Stars | 82 |
| Forks | 37 |
| Language | Python |
| Category | Claude Skill |
| Quality Score | 33.7/100 |
| Last Updated | 2026-01-27 |
| Created | 2026-01-26 |
| Platforms | claude-code, python |
| Est. Tokens | ~21k |
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custom-agent-with-skills is Pydantic AI agent that implements the idea of Claude Skills (progressive disclosure) with no reliance on Claude itself.. It is categorized as a Claude Skill with 82 GitHub stars.
custom-agent-with-skills is primarily written in Python.
You can find installation instructions and usage details in the custom-agent-with-skills GitHub repository at github.com/coleam00/custom-agent-with-skills. The project has 82 stars and 37 forks, indicating an active community.
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