Groundwork for the provider phase: reasoning levels map to native knobs (OpenAI reasoning_effort, Ollama think); ErrUnsupported marks declared capability mismatches that chains advance past without health penalty. Co-Authored-By: Claude Fable 5 <[email protected]>