research-paper

name	research-paper
description	Generate journal or top-conference research-paper drafts with literature grounding, novelty framing, evaluation planning, reproducibility, ethics disclosure, and LaTeX-ready structure.
triggers	["research_paper","科研论文","期刊论文","顶会论文","LaTeX"]
domain	academic_writing
version	1.0
created_at	2026-05-25

Research Paper Drafting

Use this skill when the target artifact is a scholarly research-paper draft rather than a generic essay or thesis.

Output Contract

• Produce an article-style manuscript, not a project plan.
• Default structure: Abstract, Introduction, Related Work, Problem Formulation, Methodology, Experimental Design and Evaluation, Discussion / Limitations / Ethics, Conclusion.
• Keep references outside the section loop; the assembly layer renders the bibliography.
• State the research gap, contribution claims, and assumptions explicitly.
• If no real experiment data is supplied, write an evaluation protocol and reproducibility plan instead of fabricating results.
• Mark datasets, benchmarks, metrics, ablations, and statistical tests as author-supplied requirements when evidence is missing.

Quality Bar

• Novelty: make the contribution distinguishable from representative prior work.
• Related work: compare methods and research streams, not just list papers.
• Method clarity: define system components, algorithms, protocols, and assumptions.
• Evaluation rigor: specify datasets, baselines, metrics, ablation plan, and statistical checks.
• Reproducibility: include implementation details, data availability expectations, and parameter / prompt disclosure needs.
• Ethics: disclose AI assistance, data privacy constraints, bias risks, dual-use concerns, and limits of generated evidence.
• Citation integrity: every concrete prior-work claim must be tied to retrieved evidence.

LaTeX Readiness

• Prefer section titles and prose that can be converted directly into LaTeX.
• Use LaTeX math delimiters for formulas.
• Do not emit fake BibTeX keys; use citation ids from the shared citation snapshot.