Claude Skills Aren’t Just for Claude – Here’s How to Build Them for ANY Agent



Date: 01/30/2026

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AI Agent Skills Beyond Claude: Build Your Own with Pydantic AI

Loved this deep dive into creating flexible, token-efficient “skills” for AI agents without being tied to Anthropic’s ecosystem. Cole from Dynamous shows how to integrate custom skills into any framework (using Pydantic AI as the star example), with live demos, code breakdowns, evals for reliability, and Logfire for monitoring. Perfect for devs wanting local runs, multi-model support, or bespoke workflows in no-code/low-code AI builds.

Key timestamps: 0:00 on skills’ power; 9:38 live demo; 18:41 testing tips.

Watch here: [Video Link]
Resources: Pydantic AI Docs | GitHub Code

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