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Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Use when running an end-to-end academic paper project or upgrading a research idea into a submission-grade workflow with literature review, experiments, writing, review, and export.
Use when starting a paper project and needing to inventory local code, docs, datasets, constraints, and source materials before literature review or experiment planning.
Use when outlining, drafting, or revising a conference paper with explicit evidence links, section word budgets, and figure planning.
Use when preparing the final paper package, checking citations and archives, and exporting a submission-ready LaTeX or markdown deliverable.
Use when turning literature synthesis into testable hypotheses, research questions, contribution framing, or pivot decisions for a paper.
Use when designing experiment plans, baselines, ablations, compute budgets, and project structure for a research-paper project.
| name | autoacad-analyze |
| description | Use when interpreting experiment outputs, checking whether data supports the claims, and deciding whether to proceed, refine, or pivot. |
Use this stage to convert raw results into decisions.
PROCEED: evidence is sufficient for drafting.REFINE: implementation or data quality needs another pass.PIVOT: the claim set should change.PROGRESS.md with the decision and rationale.Every conclusion must cite the exact result artifact it comes from.