by coleam00 · Claude Skill · ★ 107
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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 | 107 |
| Forks | 41 |
| Language | Python |
| Category | Claude Skill |
| Quality Score | 66.2577984967133/100 |
| Last Updated | 2026-01-27 |
| Created | 2026-01-26 |
| Platforms | claude-code, python |
| Est. Tokens | ~21k |
Looking for a custom-agent-with-skills alternative? If you're comparing custom-agent-with-skills with other claude skill tools, these 2 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
Report issues related to MCP integration with Claude here.
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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 107 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 107 stars and 41 forks, indicating an active community.
The top alternatives to custom-agent-with-skills on Agent Skills Hub include claude-ai-mcp, skyll. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.