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Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
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 |
| 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.