agentica▌

Build AI agents in Python using the Agentica framework. Agents can implement functions, maintain state, use tools, and coordinate with each other.

Complete reference for running Agentica SDK with a local Claude proxy. This enables Python agents to use Claude CLI as their inference backend.

Use this skill when developing or debugging the Agentica-Claude proxy integration.

Complete API specification for Agentica multi-agent coordination infrastructure.

Use this skill after user selects an Agentica pattern.

Write prompts that Agentica agents reliably follow. Standard natural language prompts fail ~35% of the time due to LLM instruction ambiguity.