Task: Relax CRP Without Losing Typed Validation

Goal

Make the CRP loop less brittle for local models while keeping structured, typed validation where it matters.

Keep FINAL_RESPONSE as the hard-required slot.
Treat other template required = true slots as recommended structure: missing or empty content should warn, not force retry.
Keep typed validation strict when typed slots are present, especially BulletList<FilePath> slots such as RELEVANT_FILES.
Keep parse errors as retryable failures.
Keep retry feedback typed enough for the model and UI to understand what failed.

Create this task tracker.
Relax CRP required-slot validation while preserving typed slot checks.
Update prompt/docs language so models understand the softer contract.
Add tests covering relaxed structural slots and strict typed slots.
Split CRP retry decisions into typed outcomes instead of returning bool.
Add one bounded retry for empty model responses.
Capture model finish_reason and use truncation-aware CRP retry guidance.
Separate budgets for tool calls, model rounds, CRP retries, empty responses, and transport retries.
Re-run focused formatting, tests, and package script checks.