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Fig1 Analyze

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把仓库、论文/草稿、参考图分析成可交接结果(SemanticArchitecture@1、FigurePlan@1、ReferenceAnalysis@1),不写 prompt,也不生图。

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  • Added October 6, 2026
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npx -y skills add Azhi-ss/academic-figure-skills --skill fig1-analyze --agent claude-code

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SKILL.md
---
name: fig1-analyze
description: 把仓库、论文/草稿、参考图分析成可交接结果(SemanticArchitecture@1、FigurePlan@1、ReferenceAnalysis@1),不写 prompt,也不生图。
metadata:
  version: "1.0.0"
---

# fig1-analyze

把仓库、论文或草稿、参考图分析成可交接结果。本 skill 不写 prompt,也不生图。

先检查输入内容,再选择路径。不要把所有 URL 当成仓库:打开页面或正文后,再判断它是论文、代码仓库,还是图。

检查时看这三件事:

- 正文、章节或 LaTeX/Markdown 结构 → 论文或草稿
- 源码、README、依赖与入口脚本 → 仓库
- 图本身、图注,或 PDF 里的嵌入图 → 参考图

## 路由

### 草稿、大纲或完整手稿

Markdown、LaTeX、PDF 正文,或论文 URL 打开后的正文,读 `references/paper.md`,产出 Figure Plan v1。

- 笔记、大纲、早期草稿:只规划 Figure 1(Overall Framework),不要强行补实验图。
- 含实验结果的完整手稿:按论文主张规划多图。
- 当前环境读不了 PDF 或网页时,报告限制,不要编造章节结构。

### 仓库

本地仓库路径,或打开后确认为代码仓库的 URL,读 `references/repo.md`,产出 Semantic Architecture Handoff v1。任务或框架分类不确定时,再读 `references/keywords.md`。

### 论文加仓库

论文与用户意图决定叙事和拓扑。仓库只核验参数、张量维度、模块名与执行方向,不另起一套架构。

### 参考图

外部风格参考图、PDF 中的图,或图片,读 `references/reference-figure.md`,产出 ReferenceAnalysis v1。

- PDF 正文与图注用 PDF reader。
- 只有需要抽出图片候选时,才运行 `scripts/extract_pdf_figures.py`。
- 该脚本只按尺寸筛候选,不是结构分类器;保留、丢弃或不确定仍由证据判断。

证据不足时读 `references/missing-info-policy.md`。标出缺失项,不要补造模块、边或数值。

## 交接

字段与 JSON 形状以对应 reference 里的定义为准,此处不重写 schema:

- Semantic Architecture Handoff v1(`academic-figure/SemanticArchitecture@1`)→ `references/repo.md`
- Figure Plan v1(`academic-figure/FigurePlan@1`)→ `references/paper.md`
- ReferenceAnalysis v1(`academic-figure/ReferenceAnalysis@1`)→ `references/reference-figure.md`

多种输入同时出现时,各走各的 reference,再按「论文定叙事、仓库只核验」合并。不要改字段名。参考图中的标签、主张与拓扑不要写入新方法图,除非用户明确要求忠实重绘。

## 停止

分析结果交付后即停止。用户要 prompt 或要图时,交给 `fig1-draw`。不要在本 skill 里编译 prompt,也不要生图。

Files in this skill

  • SKILL.md2.7 KB
  • references/keywords.md2.2 KB
  • references/missing-info-policy.md1 KB
  • references/paper.md7.4 KB
  • references/reference-figure.md4.7 KB
  • references/repo.md5.9 KB
  • scripts/extract_pdf_figures.py9.4 KB

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