| name | research-writing-skill |
| description | Chinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and manuscript argument planning. Use when the user asks to write or revise论文正文, abstracts, introductions, methods, results, discussion, conclusions, related work, responses to reviewers, LaTeX/Overleaf text, or academic prose. Preserve formulas, English paper titles, terms, citations, and measured results. |
| user-invocable | true |
| disable-model-invocation | true |
Research Writing Skill
Scope
Use this skill for research writing and revision when the output is prose, LaTeX, Markdown, or manuscript text. Use office-academic-skill instead when the main deliverable is Word/PPT. Use scientific-toolkit-skill when the task is primarily MATLAB, Python, plotting, statistics, simulation, or literature search.
DeepSeek Harness mathmodel 入口契约
本 Skill 只能由用户手动调用。若请求包含 dsh.mathmodel.request/v1，其 skill 必须为 research-writing-skill，直接消费卡片锁定的 source_path、section、polishing_goal、revision_strength、protect_terms、protect_formulas、protect_citations、output_format、target_range 和 userNotes，不得重复询问；路径相对当前工作区解析，只处理指定章节或范围。
轻度校对只修正错字、语法、标点和明显术语不一致；中度润色可重组句子与段落衔接但不改变论点；深度重构可调整论证顺序，但必须列出结构变化、保留原结论边界，缺证据处只能标记待补，不能补写为事实。相应保护开关为真时，术语、公式/符号、引用命令与参考文献必须逐字或语义等价保留。严格按 output_format 输出修订稿、修改说明或对照表。
Writing Principles
- Default to Chinese academic expression unless the user requests English.
- Preserve English titles, formulas, variables, methods, software names, citations, and reference entries.
- Do not invent data, DOI, journal details, experiment settings, results, or author claims.
- Separate
原文/已有数据, 用户确认内容, 根据上下文推断, and 建议性扩展.
- Prefer verifiable technical statements over generic claims.
- When revising, preserve the user's intended meaning and terminology unless a change is clearly needed.
Manuscript Workflow
For a new section or paper draft:
- Use locked card values first; only when no structured request exists, clarify target: journal/conference/thesis/course report, language, length, audience, and required format.
- Identify source material: paper notes, experiment results, figures, tables, MATLAB/Python outputs, references, advisor comments.
- Build an argument outline before full prose: problem, gap, method, evidence, contribution, limitation.
- Draft in coherent paragraphs, not empty slogan bullets.
- Add source or evidence labels for quantitative claims and literature claims.
- Revise for logic, specificity, terminology consistency, and citation accuracy.
For revision or polishing:
- Keep claims tied to evidence.
- Replace vague words such as "显著", "先进", "有效", "鲁棒" with measured conditions, comparison baselines, or remove them.
- Check whether each paragraph advances the section's purpose.
- Keep formulas with variable definitions, units, assumptions, and applicable conditions.
- For experimental sections, state dataset/sample, hardware/software, parameters, metrics, baselines, and uncertainty when available.
Section Guides
Use these default moves unless the user's school or journal template overrides them:
- Abstract: problem, method, experiment/data, key result, contribution.
- Introduction: background, unresolved gap, why it matters, proposed approach, contributions.
- Related work: organize by technical theme, compare assumptions and limitations, avoid simple paper-by-paper summaries.
- Methods: model assumptions, variables, workflow, algorithm, implementation details needed for reproduction.
- Experiments: data/source, platform/software, parameters, metrics, baseline, repeated trials, visualization plan.
- Results and discussion: claim first, evidence second, mechanism/explanation third, limitation last.
- Conclusion: answer the research question, summarize evidence, state limitations and next steps.
Bundled References
The folder references/paper-writing/ contains external writing checklists and section patterns adapted as references. Load only the relevant file when needed:
brainstorming_guide.md for turning an unclear idea into a paper plan.section_rhetorical_moves/ for section structure.writing_checklists/ for self-diagnosis.figure_templates/ for figure planning.author_profile/ for editorial heuristics.
These references come from an external systems/networking-oriented repository. Treat them as optional craft guidance, not binding rules, and adapt them to光电信息科学与工程, optics, optoelectronics, sensing, communication, signal processing, and MATLAB simulation work.
Final Checks
Before delivery, state:
- What was drafted or revised.
- Which source material was used.
- Which claims still need user-provided data or citation support.
- Any uncertainty about terminology, parameters, or references.
