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Use when implementing a paper, method, or system from a publication and you need to translate claims, methods, and diagrams into an executable implementation plan.
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 designing or implementing tool-using agents for research or software workflows and you need an explicit architecture, tool contract, prompt strategy, and evaluation plan.
Use when designing an evaluation plan for a CS, ML, or agent project and you need to choose datasets, baselines, metrics, ablations, compute budgets, and reporting rules.
Manage citations and BibTeX for computer science papers, theses, surveys, rebuttals, and project reports. Use when verifying DOI or arXiv metadata, cleaning `.bib` files, deduplicating references, formatting venue-ready citations, or checking that paper, code, and artifact references are consistent.
Use when reproducing a paper, repo, benchmark, or reported result and you need an explicit plan for environment setup, execution, discrepancy logging, and final reproduction status.
Use when turning an existing codebase, experiment set, or system into a paper plan and you need contribution framing, evidence mapping, figure planning, and missing-experiment detection.
Use when running iterative experiments and you need a disciplined way to log configs, seeds, environments, metrics, failures, and comparison summaries.
| name | paper-to-code |
| description | Use when implementing a paper, method, or system from a publication and you need to translate claims, methods, and diagrams into an executable implementation plan. |
Convert a paper into a concrete implementation roadmap without hiding ambiguities.
