{"enrichment":{"faq":[{"a":"Agent Builder Pydantic AI enables you to construct type-safe conversational agents using the Pydantic AI framework. Start by defining your agent with a system prompt and Pydantic models for structured outputs. Agent Builder Pydantic AI provides patterns for tool integration, streaming responses, and validation\u2014agents automatically validate responses against your defined schemas and retry on failures.","q":"How do I build agents with Pydantic AI?"},{"a":"Agent Builder Pydantic AI follows a modular architecture where agents are built around Pydantic models for type safety. The framework includes tool definitions, message handling, and structured response validation. Agent Builder Pydantic AI supports multi-turn conversations, streaming, and integration with language models via OpenRouter, enabling autonomous agent patterns with built-in error handling.","q":"What is the Pydantic AI agent architecture?"},{"a":"Agent Builder Pydantic AI lets you create autonomous agents by defining tools, system prompts, and response schemas using Pydantic models. Agent Builder Pydantic AI handles tool calling, response validation, and retries automatically. You configure your agent with OpenRouter credentials, define tool functions, and the framework manages the agent loop\u2014agents can make decisions and call tools based on conversation context.","q":"How do I create autonomous agents using Pydantic?"},{"a":"Yes, Agent Builder Pydantic AI supports integration with Claude Code for development workflows. Agent Builder Pydantic AI provides FastAPI integration patterns and example code for deploying agents. You can use Claude Code to scaffold agent implementations, define Pydantic schemas, and test agent behavior before deployment.","q":"Can I integrate Pydantic AI agents with Claude Code?"},{"a":"Agent Builder Pydantic AI recommends defining clear Pydantic models for agent outputs, using descriptive tool definitions, and leveraging streaming for responsive interactions. Agent Builder Pydantic AI includes auto-retry capabilities and validation\u2014design agents with specific system prompts, structure tools with proper descriptions, and test response schemas thoroughly before production deployment.","q":"What are best practices for Pydantic AI agent development?"},{"a":"Agent Builder Pydantic AI automatically validates agent responses against your defined Pydantic schemas. When validation fails, Agent Builder Pydantic AI triggers built-in retry logic, allowing the agent to correct its output. This ensures type safety and data consistency without manual error handling\u2014retries use the same agent context to improve response quality.","q":"How does Pydantic AI handle agent validation and retries?"}],"shadow_tags":["agent-framework","pydantic-integration","autonomous-agents","model-driven-development","agent-scaffolding","python-agent-builder","declarative-agents","agent-orchestration"],"summary_rewrite":"Create type-safe conversational AI agents using Pydantic AI and OpenRouter. This skill provides patterns for agent architecture, tool definition, streaming responses, and FastAPI integration with built-in validation and auto-retry capabilities."},"gist":{"api_url":"https://skillfed.io/api/skills/fernandofuc/nextjs-c-s/agent-builder-pydantic-ai.json","as_of":"2026-01-24","description":"Agent Builder Pydantic AI helps you create type-safe conversational AI agents with automatic validation.","install":{"manual":["git clone https://github.com/fernandofuc/nextjs-c-s","cp -r nextjs-c-s ~/.claude/skills/agent-builder-pydantic-ai"],"primary":"npx skillfed install fernandofuc/nextjs-c-s/agent-builder-pydantic-ai","version":"1c21d048"},"kind":"skill","mirror_url":"https://skillfed.io/fernandofuc/nextjs-c-s/agent-builder-pydantic-ai.md","similar":[{"id":"existential-birds/beagle/pydantic-ai-dependency-injection","name":"pydantic-ai-dependency-injection","publisher":"existential-birds/beagle","url":"https://skillfed.io/existential-birds/beagle/pydantic-ai-dependency-injection"},{"id":"existential-birds/beagle/pydantic-ai-agent-creation","name":"pydantic-ai-agent-creation","publisher":"existential-birds/beagle","url":"https://skillfed.io/existential-birds/beagle/pydantic-ai-agent-creation"},{"id":"itechmeat/llm-code/pydantic-ai","name":"pydantic-ai","publisher":"itechmeat/llm-code","url":"https://skillfed.io/itechmeat/llm-code/pydantic-ai"},{"id":"existential-birds/beagle/pydantic-ai-common-pitfalls","name":"pydantic-ai-common-pitfalls","publisher":"existential-birds/beagle","url":"https://skillfed.io/existential-birds/beagle/pydantic-ai-common-pitfalls"},{"id":"alinaqi/maggy/agentic-development","name":"agentic-development","publisher":"alinaqi/maggy","url":"https://skillfed.io/alinaqi/maggy/agentic-development"}],"title":"Agent Builder Pydantic Ai by fernandofuc \u2014 SkillFed","use":{"when":["Agent Builder Pydantic AI follows a modular architecture where agents are built around Pydantic models for type safety.","Agent Builder Pydantic AI lets you create autonomous agents by defining tools, system prompts, and response schemas using Pydantic models."]},"what":{"lead":"Agent Builder Pydantic AI helps you create type-safe conversational AI agents with automatic validation and tool integration.","rest":"Create type-safe conversational AI agents using Pydantic AI and OpenRouter. This skill provides patterns for agent architecture, tool definition, streaming responses, and FastAPI integration with built-in validation and auto-retry capabilities."}},"id":"fernandofuc/nextjs-c-s/agent-builder-pydantic-ai","install":{"mode":"external","repo":"https://github.com/fernandofuc/nextjs-c-s"},"links":{"html":"https://skillfed.io/fernandofuc/nextjs-c-s/agent-builder-pydantic-ai","md":"https://skillfed.io/fernandofuc/nextjs-c-s/agent-builder-pydantic-ai.md","repo":"https://github.com/fernandofuc/nextjs-c-s"},"meta":{"agents_supported":["claude-code"],"first_seen":"2026-07-28","forks":0,"language":"Python","last_updated":"2026-01-24","license":null,"name":"Agent Builder Pydantic Ai","publisher":"fernandofuc","stars":0},"relations":{"similar":[{"id":"existential-birds/beagle/pydantic-ai-dependency-injection"},{"id":"existential-birds/beagle/pydantic-ai-agent-creation"},{"id":"fernandofuc/nextjs-c-s/nano-banana-image-combine"},{"id":"existential-birds/beagle/pydantic-ai-model-integration"},{"id":"itechmeat/llm-code/pydantic-ai"},{"id":"existential-birds/beagle/pydantic-ai-common-pitfalls"},{"id":"DougTrajano/pydantic-ai-skills/pydanticai-docs"},{"id":"alinaqi/maggy/agentic-development"},{"id":"existential-birds/beagle/pydantic-ai-testing"},{"id":"rysweet/amplihack/microsoft-agent-framework"}]},"slug":{"owner":"fernandofuc","repo":"nextjs-c-s","skill":"agent-builder-pydantic-ai"},"version":"1c21d048"}