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Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Recover context after compression or a new session. Reads MEMORY.md, recent plans, session logs, and git state to reconstruct working context.
Recover context after compression or a new session. Reads MEMORY.md, recent plans, session logs, and git state to reconstruct working context.
Save a durable, project-specific lesson to MEMORY.md in a structured [LEARN] format.
Trace an ambiguous result or failure back to its most likely cause using competing hypotheses and evidence. Produces a diagnostic report rather than a code change by default.
Save a durable, project-specific lesson to MEMORY.md in a structured [LEARN] format.
Trace an ambiguous result or failure back to its most likely cause using competing hypotheses and evidence. Produces a diagnostic report rather than a code change by default.
| name | matlab-optim-derivatives |
| description | Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation |
| disable-model-invocation | true |
| argument-hint | [path to MATLAB objective/constraint files] |
| allowed-tools | ["Read","Grep","Glob","Write","Edit","Bash"] |
| workflow_stage | solver-debug |
| compatibility | ["codex","claude-code","cursor","gemini-cli"] |
| version | 1.0.0 |
| tags | ["matlab","optimization","knitro","gradient","hessian"] |
Use the canonical shared protocol in protocols/skills/matlab-optim-derivatives.md.
protocols/skills/matlab-optim-derivatives.md.$ARGUMENTS.