Every prompt adds unrequested state

The fix

Constrain the model upfront. "Don't add new state, don't add new dependencies, don't add new files unless I explicitly ask." Write it once in your AGENTS.md and reference it. Without constraints, the model defaults to "add everything that might be useful" which is the opposite of what shipped code needs.