Claude Agent SDK & Python Automation

About

This skill provides comprehensive guidance for developers building sophisticated, multi-agent systems and programmatic tools using the Claude Agent SDK in Python. It streamlines the implementation of the GTVR (Gather, Take Action, Verify, Repeat) execution pattern, offering expert patterns for stateful and stateless interactions, custom MCP tool creation, and robust permission management. Whether you're deploying serverless agents or complex autonomous workflows, this skill ensures best practices for authentication, hook-based execution control, and cost-effective production deployment strategies.

Key Features

• Implementation of GTVR (Gather, Take Action, Verify, Repeat) agent loops
• Advanced execution control via PreToolUse and PostToolUse hooks
• Configuration of stateless query() and stateful ClaudeSDKClient APIs
• Custom tool development using @tool decorators and MCP server integration
• Secure authentication management for both API keys and OAuth tokens
• 0 GitHub stars

Use Cases

• Creating multi-agent orchestration systems for complex, multi-step engineering tasks
• Developing serverless, one-shot programmatic agents for CI/CD or automated auditing
• Building autonomous coding assistants that can read, edit, and execute bash commands