Episode Start

Start a new learning episode in the self-learning memory system.

Purpose

Create a new episode record with proper context for the memory backend to learn from execution patterns.

Steps

1. Understand the task: Parse the task description and identify:

   • Task type (implementation, debugging, refactoring, testing)
   • Domain (storage, patterns, retrieval, testing, etc.)
   • Language context (Rust/Tokio/async patterns)

2. Prepare TaskContext: Ensure you have:

   • language: "rust"
   • domain: One of [storage, patterns, retrieval, embedding, testing, ci]
   • tags: Array of relevant tags (e.g., ["turso", "async", "tokio"])