Claude Agent SDK & Python Automation FAQs

Question 1

How does the SDK handle tool permissions?

Accepted Answer

The SDK supports three primary modes: 'default' which prompts for every action, 'acceptEdits' which auto-approves file modifications while prompting for others, and 'bypassPermissions' for fully autonomous execution.

Question 2

How do I implement custom tools with this SDK?

Accepted Answer

You can use the @tool decorator to define Python functions as tools, which can then be integrated into the agent's environment via the Model Context Protocol (MCP) server system.

Question 3

What is the GTVR pattern in the Claude Agent SDK?

Accepted Answer

GTVR stands for Gather, Take Action, Verify, and Repeat. It is the fundamental execution loop that allows Claude agents to autonomously research context, execute tools, check their own work, and iterate until a task is complete.

Question 4

Can I use this for basic chat interfaces?

Accepted Answer

No, this skill is specifically optimized for programmatic, autonomous agents and tool chains. For basic chat completion, the standard Anthropic Messages API is recommended.

Question 5

What is the difference between query() and ClaudeSDKClient?

Accepted Answer

The query() function is designed for stateless, one-shot tasks (ideal for serverless environments), while ClaudeSDKClient maintains state for multi-turn conversations and complex sessions.

Claude Agent SDK & Python Automation

Características Principales

Casos de Uso

Claude Agent SDK & Python Automation

Características Principales

Casos de Uso