Searching protocol for "derivative-skills"
Generate tests from specs
Update Rust derivations with correct hashes
Derive physics results with verified confidence.
Audit MATLAB optimization derivatives
Spec to Test Generation
Core logic for career progression.
Sync business docs across decisions.
Extract data from run artifacts reliably.