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Use when simulating a journal/ML-conference reviewer for a CFD-AI/SciML manuscript, producing strengths, major concerns, reproducibility concerns, required experiments, and decision risk.
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
| name | reviewer-simulator |
| description | Use when simulating a journal/ML-conference reviewer for a CFD-AI/SciML manuscript, producing strengths, major concerns, reproducibility concerns, required experiments, and decision risk. |
| version | 0.3.0 |
| author | CFD-AI Paper Skills maintainers |
| metadata | {"short-description":"Reviewer simulation for CFD-AI/SciML manuscripts"} |
Use for reviewer-style critique, pre-submission risk pass, or “what will reviewers attack?” when a broader review than CFD-only checklist is needed.
low / medium / high
Use when writing, reviewing, auditing, revising, or producing LaTeX for CFD-AI and scientific-ML manuscripts, reviews, experiment plans, reproducibility audits, related-work positioning, reviewer responses, or benchmark evaluations.
Use when stress-testing CFD, fluid mechanics, turbulence, PINN, neural-operator, surrogate, closure, or SciML manuscripts from a strict reviewer perspective.
Use when designing figures, result flow, captions, and visual evidence for CFD-AI/SciML journal manuscripts.
Use when coordinating multiple specialized CFD-AI/SciML paper agents: reviewer, evidence auditor, experiment planner, figure editor, prose editor, and final gatekeeper.
Use when auditing a CFD-AI/SciML manuscript's abstract, introduction, contributions, or discussion to verify that every claim is supported by evidence and scoped correctly.
Use when running iterative reviewer-to-editor revision of a CFD-AI/SciML manuscript: reviewer audit, editorial rewrite, re-audit, residual-risk tracking, and submission-readiness gating.
