claude-agent-sdk

Build AI agents with the Claude API by integrating external tools and functions, enabling autonomous task completion. This Skill provides patterns for creating tool-using agents that leverage function calling for complex problem-solving.

Multi-turn conversation management for conversational AI agents maintains complex dialogues using memory and summarization techniques. This enables coherent, extended interactions where the agent retains context across multiple user exchanges.

Implement streaming responses for real-time AI agent interactions to provide dynamic, immediate feedback. This approach enhances user experience by displaying partial responses as they generate rather than waiting for full completion.

Ensure structured output from Claude API agents by configuring them to return data in predictable formats like JSON. This allows downstream systems to reliably parse and process agent responses without unexpected formatting variations.

The Claude agent SDK operates with no external dependencies, providing self-contained patterns for function calling and tool integration. You can implement production-ready agent architectures without installing additional framework packages.

Use tool-using agents for autonomous task completion when workflows require external data access, codebase searching, or multi-step problem-solving. They excel at scenarios like reading files and writing code based on instructions while maintaining conversation context.