Does it handle different expertise levels?

Yes, the skill explicitly gathers your current proficiency level—from beginner to expert—to tailor the depth, complexity, and type of resources recommended.

What kind of output does the Deep Learning Scholar provide?

It generates a structured directory containing a modern HTML learning guide, a resources.json for data portability, a knowledge graph, and a Markdown summary.

How does this skill gather learning materials?

It uses advanced search strategies across global authoritative sources like GitHub, arXiv, O'Reilly, and top-tier university course sites to find the most relevant and high-quality materials.

Can it download academic papers automatically?

Yes, it prioritizes downloading PDFs from open-access repositories like arXiv and ACL Anthology, automatically renaming them to a standard format for better organization.

Deep Learning Scholar

Name: Deep Learning Scholar
Author: zjfls

byzjfls

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データサイエンスとML

Automates the collection of authoritative deep learning resources and generates structured, multi-stage learning paths with interactive HTML guides.

Deep Learning Scholar is a specialized Claude Code skill designed to help developers and researchers systematically master complex technical domains. By gathering high-quality books, tutorials, frameworks, and academic papers from global sources, it builds a comprehensive knowledge graph tailored to the user's expertise level. The skill not only identifies the best resources but also automates paper downloads from repositories like arXiv, extracts key concepts, and produces an interactive, dark-themed HTML learning dashboard to track progress and visualize the curriculum from beginner to expert levels.

主な機能

01Structural analysis of technical concepts to create logical learning dependencies

02Automated collection of authoritative books, blogs, and tutorials from global sources

03Standardized file organization for research papers and structured resource data

041 GitHub stars

05Generation of a modern, dark-themed interactive HTML learning guide with progress tracking

06High-priority paper downloading and standardized renaming from arXiv and Semantic Scholar

ユースケース

01Building a systematic curriculum for new AI sub-fields like Transformers or Reinforcement Learning

02Onboarding developers to specific deep learning frameworks with tailored, level-appropriate resource lists

03Creating an organized bibliography and knowledge base for a professional research project

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zjfls/zhoujie-claude-skills deep-learning

For use in Claude.ai and ChatGPT

Download Skill