Function declared_caps 

pub fn declared_caps(adapter: &str) -> ProviderCaps

Declared capability defaults per adapter kind.

These are declarations, marked probed: false; the tool-loop transport verifies them per route before relying on them (Gate U). Context windows are conservative lower bounds, not marketing numbers.