What problem does it solve? Researchers often commit months to weak methods, hidden assumptions, or under-specified validation plans. This Skill acts as a rigorous ECE research advisor that attacks methodology choices, model fidelity, baselines, and risk metrics before costly work begins. ## Core Features & Use Cases - Method-defense protocol: Forces a three-part defense of any proposed method covering justification, limitations, and cross-validation, with domain branches for optimization, power-system simulation, and hardware/PLC control. - Manuscript-defense audit: Audits paper drafts for uncertainty models, baseline fairness, decision latency versus compute budget, risk-metric definitions, and scope omissions, including a dedicated power-systems optimization branch. - Bilingual advising: Responds in Korean or English with preserved equations, units, solver names, and technical identifiers, and enforces research-integrity guardrails against fabrication or cherry-picking. - Use Case: A graduate student proposes an MCTS-based VPP dispatch method; the Skill interrogates the information set shared with baselines, the real-time latency claim, and the risk metric before the student writes the paper. ## Quick Start Ask the advisor to attack your proposed research method by providing your research question, method, assumptions, and validation idea, and request the weakest point.
