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scientific-reporting

Build research and technical reports with clear summaries, reproducible methods, results, and discussion. Connect conclusions to supporting figures or calculations, apply consistent figure standards, and prepare Markdown, HTML, or PDF deliverables.

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Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion, and reproducibility appendix.

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Good for

  • Structure a research or technical report
  • Document methods and parameters for reproducibility
  • Check figure readability and links to conclusions
  • Prepare HTML or PDF reports for delivery

Files included (2)

  • SKILL.md3.1 KB
  • templates/report-skeleton.md711 B

SKILL.md (original)

Review the instructions the agent will receive before you install.

Scientific Reporting(科研/技术报告)

你遇到的痛点(为什么需要这个 skill)

很多“报告写作失败”不是写不出来,而是:

  • 路由误入 docs-media(被 PDF/Word 关键词抢走)
  • 报告没有结构(缺少 Executive Summary / 方法可复现 / 结果可追溯)
  • 图表不达标(截图、低 DPI、字体不一致、颜色不友好)

这个 skill 的职责是:把报告当成可交付工程,并把图表与叙事纳入同一规范。


适用场景(关键词)

  • 中文:科研报告、技术报告、项目报告、实验报告、分析报告、HTML 报告、PDF 报告
  • 英文:technical report、research report、HTML report、Quarto、RMarkdown

不适用:

  • 仅“抽取 PDF 文本/解析 docx” → docs-media/pdf/docx/markitdown

输入(最小信息)

  1. 受众:老板/评审/客户/组会同学(决定写作风格与解释深度)
  2. 目的:决策/复现/汇报/归档(决定是否必须包含 appendix)
  3. 输出格式:Markdown / HTML / PDF(可多选)
  4. 数据与图:是否已有数据、已有图、或需要从数据生成图

输出(默认目录)

推荐输出为(可按项目名建子目录):

  • reports/<topic>/report.md(source-of-truth)
  • reports/<topic>/report.html(可选)
  • reports/<topic>/report.pdf(可选)
  • reports/<topic>/figures/(报告引用的图,来源于 figures/**/out)
  • reports/<topic>/appendix/(方法、参数、环境、额外图表)

模板:templates/report-skeleton.md


工作流(强制顺序)

Phase 1 — 结构先行(先搭骨架)

报告必须包含(即使简写):

  1. Executive Summary(结论先行)
  2. Context(问题与约束)
  3. Methods(可复现:数据/流程/参数)
  4. Results(以图为骨架)
  5. Discussion(解释意义、局限、建议)
  6. Appendix(可选但推荐:环境/补充图/表)

Phase 2 — 结果以图为锚

  • 图表走 scientific-visualization(publication-quality)
  • 示意图走 scientific-schematics(流程/机制/系统图)
  • 文本解释走 scientific-writing(段落化、避免 bullet 作为最终稿)

Phase 3 — 导出策略(HTML/PDF)

如果要 HTML:

  • 优先:Markdown + 静态图(PDF/SVG/PNG)
  • 需要交互:Plotly 输出 HTML(并提供静态 fallback)

如果要 PDF:

  • 重点:图字体与线宽在最终版面可读
  • 禁止:把网页截图当 PDF

质量门禁(报告交付前)

  • “结论先行”:读 Executive Summary 就能知道要点与建议
  • “可复现”:Methods + Appendix 足以复现关键结果
  • “图可用”:统一字体、色盲友好、导出格式正确
  • “可追溯”:每个结论能指向某张图/某个表/某段计算

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