estack-claude-md-optimizer

To optimize a CLAUDE.md file, you must define your project intent and mental model, then audit the file to ensure it remains concise, intent-focused, and structured for efficient project management. The optimizer handles refining unnecessary information dynamically.

Structuring an AGENTS.md file requires conveying your development intent and mental model in a concise letter format. You should assess the project scale to determine if it has outgrown a simple letter and requires a routing section for better context management.

You can capture session learnings to update CLAUDE.md dynamically by using the session capture feature, which allows you to integrate project-specific learnings and boundary conditions directly into your existing context management files.

A project outgrows a simple CLAUDE.md letter when its scale increases to a point where basic intent-focused documentation is no longer sufficient. The scale check feature determines when you need to add a routing section for better context management.

Yes, you can audit and refine an existing AGENTS.md file by identifying and correcting unnecessary information. The refinement process ensures the file stays concise, informative, and easy to manage for ongoing software development.