Deep Declare Tool
When to Use
Use this for iterative development loops that need a shared operations log.
Loop Mechanics
Each iteration studies the plan, implements one change, and validates it before moving on.
Operational Notes
When patterns emerge during a session, update AGENTS.md with the new rules so the next iteration picks them up automatically.
Refresh
from pathlib import Path
Path("AGENTS.md").write_text(discovered_patterns)