Academic Repo Analyzer
Academic Repo Analyzer — 学术代码仓库分析器
全面分析深度学习/机器学习代码仓库，自动识别任务类型、模型架构、核心算法、技术栈和创新点，生成"快速理解文档"。
核心理念
通过系统性地扫描代码仓库结构，提取关键信息，让用户在几分钟内理解一个陌生的 ML/DL 代码仓库。
Input Contract
- 优先输入：仓库路径、目录结构、README、依赖文件、入口脚本、核心模型文件、配置文件
- 最低可用输入：至少提供
README.md、一个入口脚本、一个模型文件中的任意一项 - 缺失处理：材料不完整时继续做阶段性分析，并明确标注哪些结论属于推断、哪些仍待确认
Output Contract
始终输出一个可复用的 仓库快速理解文档，至少包含：
More from azhi-ss/academic-figure-skills
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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".
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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.
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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".
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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".
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Use this skill whenever the user wants to extract architecture diagrams from academic papers, filter out invalid images, analyze the structure and components of diagrams, automatically match suitable color schemes, or says "提取论文架构图", "架构图分析", "从PDF中提取图表", "自动分析架构图", "architecture diagram extraction", "extract figures from pdf", "analyze architecture diagram".
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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".
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