Academic Figure Architecture Extractor & Analyzer
Academic Figure Architecture Extractor & Analyzer — 学术论文架构图自动提取与分析
从学术论文PDF中自动提取架构图、过滤无效图片、分析架构结构与组件、自动匹配适配的学术配色方案,完美对接现有学术配图工作流。
核心理念
- 自动化优先:无需人工干预,自动批量处理PDF,提取所有架构图
- 高纯度过滤:自动过滤表格、照片、实验结果图、小图标等非架构图内容
- 结构化分析:自动识别架构图的核心组件、层级关系、数据流
- 配色自动适配:根据架构图复杂程度和所属领域,自动匹配最优学术配色方案
Input Contract
- 优先输入:单个PDF路径、PDF目录、已提取的架构图路径、论文所属领域、投稿venue
- 最低可用输入:至少提供一个PDF路径或一个架构图路径
- 缺失处理:上下文不足时自动使用默认过滤规则和通用配色方案,明确标注推断内容
More from azhi-ss/academic-figure-skills
academic paper analyzer & figure planner
Use this skill whenever the user wants to analyze an academic paper, identify figure-worthy content, plan which figures to generate, suggest figure types and count per section, or says "分析论文配图需求", "论文需要哪些图", "论文配图规划", "paper figure planning", "analyze paper for figures", or "which figures does my paper need".
16academic repo analyzer
Use this skill whenever the user wants to analyze a deep learning or machine learning code repository, understand what it does, identify its architecture and tech stack, generate a quick understanding document for downstream figure planning, or says "分析代码仓库", "仓库分析", "repo analyzer", "analyze this repo", "理解这个代码库", "what does this repo do", or "code repository analysis".
14academic figure color expert
Use this skill whenever the user wants help choosing an academic figure color palette, needs venue-specific or colorblind-safe design advice, wants a paper color scheme recommendation, wants to match a color scheme for extracted architecture diagrams, or says "学术配图配色", "论文配色方案", "色盲友好配色", "学术配色", "架构图配色", "academic color palette", "colorblind safe figure", "paper color scheme", "architecture diagram color matching", "Nature Blue", "单色系". Now 13 preset schemes including the new Nature Blue monochrome, plus monochrome-vs-polychrome philosophy.
14academic figure workflow orchestrator
Use this skill whenever the user wants an end-to-end academic figure workflow, wants to go from a repository or paper to a figure prompt, is unsure which academic-figure skill to start with, or says "帮我从仓库到配图走一遍", "完整论文配图工作流", "academic figure workflow", "end-to-end figure pipeline", "from paper to figure prompt", or "which skill should I use first".
14academic figure prompt — modern ml airy style
Use this skill whenever the user wants modern ML or RL paper-style figure prompts matching recent ICLR, NeurIPS, or ICML 2024-2025 aesthetics, needs a soft pastel academic diagram style, or says "pastel风格论文配图", "现代ML论文配图", "modern ML figure prompt", "pastel academic figure", "ICLR 2024 风格图", or "NeurIPS 2025 风格图".
14academic figure prompt
Use this skill whenever the user wants detailed English prompts for AI image tools to produce top-conference-quality academic figures, needs prompts for framework diagrams, architecture diagrams, pipeline flowcharts, module detail diagrams, comparison figures, or data-pattern grids, or says "论文配图提示词", "生成论文配图", "学术论文生图", "架构图提示词", "框架图提示词", "顶会风格配图", "CVPR 风格图", "NeurIPS 风格图", "paper figure prompt", or "academic diagram prompt".
12