Function recommended_runtime_profile 

pub fn recommended_runtime_profile(name: &str) -> Option<&'static str>

Provider-specific runtime recommendations. This is deliberately separate from local: credential-free CLI shims can call cloud models, and local providers without native tool support must retain text-fallback prompting.