Agent Knowledge Optimizer

Transform accumulated documentation into a retrieval-optimized knowledge system.

Core Principle

File organization is a human concern. Agents don't browse—they search and load. Optimize for:

• Discovery: What knowledge exists?
• Relevance: Is it needed for this task?
• Efficiency: What's the minimum to load?

Workflow

Phase 1: Knowledge Extraction

Inventory all agent documentation: