matlab-optim-derivatives

name	matlab-optim-derivatives
description	Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation
workflow_stage	solver-debug
compatibility	["codex","claude-code","cursor","gemini-cli"]
version	1.0.0
tags	["matlab","optimization","knitro","gradient","hessian"]

MATLAB Derivative Audit Wrapper

Use the canonical shared protocol in protocols/skills/matlab-optim-derivatives.md.

Wrapper Workflow

1. Read protocols/skills/matlab-optim-derivatives.md.
2. Treat that file as the single source of truth for the substantive workflow.
3. Apply the protocol to the provided argument(s).
4. Keep this file limited to Codex metadata and wrapper guidance.