Agent-Skills.md

Agent Skills: LaTeX 中文学位论文助手

Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis needing compilation, GB/T 7714 bibliography checks, chapter structure mapping, template detection (thuthesis, pkuthss), terminology consistency, logic coherence review, literature review restructuring, related-work synthesis, research-gap derivation, heading lead-in checks, title optimization, de-AI editing, experiment chapter review, three-line table validation, or abstract structure diagnosis. Trigger even for single issues like "帮我编译论文", "检查国标格式", "看看绪论逻辑", "文献综述太像罗列", "研究空白没推出来", "毕业论文", "学位论文", "硕士/博士论文", "三线表", "检查摘要", or "摘要结构".

[latexthesischinesephdmasterxelatexgb7714thuthesispkuthsscompilationbibliographystructure]
academic-writingID: bahayonghang/academic-writing-skills/latex-thesis-zh
11014

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pnpm dlx add-skill https://github.com/bahayonghang/academic-writing-skills/tree/HEAD/academic-writing-skills/latex-thesis-zh

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academic-writing-skills/latex-thesis-zh/SKILL.md

Skill Metadata

Name
latex-thesis-zh
Description
Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis needing compilation, GB/T 7714 bibliography checks, chapter structure mapping, template detection (thuthesis, pkuthss), terminology consistency, logic coherence review, literature review restructuring, related-work synthesis, research-gap derivation, heading lead-in checks, title optimization, de-AI editing, experiment chapter review, three-line table validation, or abstract structure diagnosis. Trigger even for single issues like "帮我编译论文", "检查国标格式", "看看绪论逻辑", "文献综述太像罗列", "研究空白没推出来", "毕业论文", "学位论文", "硕士/博士论文", "三线表", "检查摘要", or "摘要结构".

LaTeX 中文学位论文助手

使用此 skill 处理已有中文 LaTeX 学位论文项目中的定向问题。保持低摩擦：先判断最小匹配模块，再运行对应脚本，最后以论文审阅友好的格式返回问题和建议。

Capability Summary

  • 编译并诊断 XeLaTeX / LuaLaTeX / latexmk 构建问题。
  • 检查论文格式、GB/T 7714 相关要求、章节结构、模板类型和术语一致性。
  • 审阅逻辑连贯性、文献综述质量、章节/小节/四级标题导语完整性、实验章节写法、标题表达与 AI 痕迹。
  • 针对文献综述提供“共识 -> 分歧 -> 局限 -> 空白 -> 本文切入点”的重写蓝图。
  • 在不破坏引用、标签和数学环境的前提下给出可落地的中文论文修改建议。

Triggering

当用户拥有一个现有中文 .tex 学位论文项目，并希望你帮助处理以下任务时使用本 skill：

  • 编译失败或工具链不确定
  • 学位论文格式、国标或学校模板检查
  • 章节结构梳理或模板识别
  • 术语、缩略语、命名一致性检查
  • 逻辑连贯性、文献综述质量、标题后导语完整性、跨章节闭合检查
  • 文献综述重写、比较分析不足、研究空白推导薄弱
  • 标题优化、学术表达或去 AI 化检查
  • 实验章节语言与结构审阅

即使用户只提到单一问题，例如“帮我判断是不是 thuthesis”“检查绪论逻辑”或“按 GB/T 7714 看参考文献”，也应触发本 skill。

Do Not Use

不要将此 skill 用于：

  • 英文会议或期刊论文
  • Typst 项目
  • 仅有 DOCX/PDF、没有 LaTeX 源文件的场景
  • 纯文献调研、没有学位论文工程的任务
  • 从零写一篇学位论文
  • 多维度审稿、评分或投稿门控检查（使用 paper-audit）
  • 英文会议/期刊论文编辑（使用 latex-paper-en）

Module Router

| Module | Use when | Primary command | Read next | | --- | --- | --- | --- | | compile | Thesis build fails or toolchain is unclear | uv run python $SKILL_DIR/scripts/compile.py main.tex | references/modules/COMPILE.md | | format | User asks about thesis formatting or GB/T 7714 layout | uv run python $SKILL_DIR/scripts/check_format.py main.tex | references/modules/FORMAT.md | | structure | Need chapter/section map or thesis skeleton overview | uv run python $SKILL_DIR/scripts/map_structure.py main.tex | references/STRUCTURE_GUIDE.md | | consistency | Terms, abbreviations, or naming drift across chapters | uv run python $SKILL_DIR/scripts/check_consistency.py main.tex --terms | references/modules/CONSISTENCY.md | | template | Need to identify or validate thesis class/template | uv run python $SKILL_DIR/scripts/detect_template.py main.tex | references/modules/TEMPLATE.md | | bibliography | GB/T 7714 or BibTeX validation | uv run python $SKILL_DIR/scripts/verify_bib.py references.bib --standard gb7714 | references/modules/BIBLIOGRAPHY.md | | title | Optimize Chinese thesis titles and chapter titles | uv run python $SKILL_DIR/scripts/optimize_title.py main.tex --check | references/modules/TITLE.md | | deai | Reduce AI-writing traces in visible Chinese prose | uv run python $SKILL_DIR/scripts/deai_check.py main.tex --section introduction | references/modules/DEAI.md | | logic | Check logical coherence, introduction funnel, heading lead-ins, lit review quality, chapter mainline, and cross-section closure | uv run python $SKILL_DIR/scripts/analyze_logic.py main.tex --section related | references/modules/LOGIC.md | | literature | 文献综述像流水账、缺少比较分析、研究空白没有被自然推出 | uv run python $SKILL_DIR/scripts/analyze_literature.py main.tex --section related | references/modules/LITERATURE.md | | experiment | Review experiment chapter language, discussion layering, and conclusion completeness | uv run python $SKILL_DIR/scripts/analyze_experiment.py main.tex --section experiments | references/modules/EXPERIMENT.md | | tables | 表格结构校验、三线表生成、booktabs 检查 | uv run python $SKILL_DIR/scripts/check_tables.py main.tex | references/modules/TABLES.md | | abstract | 摘要五要素结构诊断与字数校验 | uv run python $SKILL_DIR/scripts/analyze_abstract.py main.tex --lang zh | references/modules/ABSTRACT.md |

Required Inputs

  • 论文入口文件，例如 main.tex。
  • 可选 --section SECTION，当用户只关注某一章或某一节。
  • 可选 bibliography 路径，当任务聚焦参考文献。
  • 可选学校/模板上下文，当用户关心 thuthesis、pkuthss 或特定高校要求。

如果参数不完整，只追问入口 .tex 文件和目标模块，不额外扩展问题。

Output Contract

  • 尽量使用 LaTeX 友好的审阅格式返回问题：% MODULE (L##) [Severity] [Priority]: ...
  • 明确给出执行的命令；若脚本失败，必须报告退出码和关键 stderr。
  • 将“检查结果”和“建议改写”分开陈述，避免把脚本诊断和正文润色混在一起。
  • 默认保留 \cite{}、\ref{}、\label{}、数学环境、参考文献键和模板宏命令。
  • literature 模块默认先给诊断与重写蓝图；只有用户明确要求时才给段落级改写提案。

Workflow

  1. Parse $ARGUMENTS for entry file and module. If missing, ask for the thesis .tex entry file and target module.
  2. Read the one reference file tied to that module (see "Read next" column).
  3. Run the corresponding script with uv run python ....
  4. Return findings as % Module (L##) [Severity] [Priority]: .... Report exact command and exit code on failure.
  5. If template and structure are both unclear, run template first, then structure.

Safety Boundaries

  • Never fabricate citations, funding statements, acknowledgements, or academic claims.
  • Never rewrite \cite{}, \ref{}, \label{}, math blocks, or bibliography keys unless explicitly asked.
  • Treat title suggestions, de-AI revisions, and logic comments as proposals; keep source-preserving checks separate from edits.

Reference Map

  • references/COMPILATION.md: compilation strategy and toolchain diagnosis.
  • references/GB_STANDARD.md: GB/T 7714 and bibliography-related checks.
  • references/STRUCTURE_GUIDE.md: thesis structure expectations and chapter mapping.
  • references/LOGIC_COHERENCE.md: logic, coherence, heading lead-ins, consistency, and literature-review expectations.
  • references/TITLE_OPTIMIZATION.md: Chinese academic title heuristics.
  • references/DEAI_GUIDE.md: de-AI review heuristics.
  • references/modules/EXPERIMENT.md: experiment-chapter review criteria.
  • references/UNIVERSITIES/: school/template-specific constraints after template detection.

只读取当前模块所需的参考文件，避免一次加载整套指南。

Example Requests

  • “帮我定位这个中文学位论文 main.tex 为什么 XeLaTeX 一直编译失败，并判断是不是 thuthesis 模板。”
  • “请梳理这篇硕士论文的章节结构，并检查术语和缩略语是否前后统一。”
  • “按 GB/T 7714 帮我检查参考文献，再看看绪论是不是有明显 AI 腔。”
  • “检查 related work 的逻辑链条和研究空白推导，但不要动任何引用和公式。”
  • “把文献综述从作者年份罗列改成按主题对话式写法，但不要新增任何引用。”
  • “帮我检查每一章、每一节、四级标题后有没有先写导语，不要只看格式。”