AgentToolkit

Save the current conversation as a trajectory JSON file in OpenAI chat completion format for analysis and fine-tuning

Analyze the current conversation to extract guidelines that correct reasoning chains — reducing wasted steps, preventing errors, and capturing user preferences.

Captures the current session's successful workflow and saves it as a reusable skill with SKILL.md and helper scripts

Retrieves relevant entities from a knowledge base. Designed to be invoked automatically via hooks to inject context-appropriate entities before task execution.