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分类: 开发与工程无需 API Key

link-project

当用户提到完成、开始或分享一个实践项目时,将项目仓库链接添加到PROJECTS.md中。在用户引用外部仓库或实现工作时使用。

person作者: jakexiaohubgithub

Link Project

When the user mentions a project repository they've built:

Instructions

  1. Read the current PROJECTS.md file

  2. Determine the appropriate category:

    • Machine Learning - Classic ML algorithms, supervised/unsupervised learning
    • Deep Learning - Neural networks, computer vision, NLP models
    • AI Engineering - LLM applications, agents, RAG systems
    • ML Systems & Production - MLOps, deployment, monitoring, data pipelines
    • Software Engineering - General software projects, tools, libraries
    • Other - Anything that doesn't fit above
  3. Add the project link in format:

    - [Project Name](repo-url) - Brief description of what it does/demonstrates
    
  4. Maintain organization:

    • Group by category (create category header if it doesn't exist)
    • Within each category, newest projects at the bottom
    • Keep descriptions concise (one line)

Examples

## Deep Learning

- [CNN Image Classifier](https://github.com/user/cnn-classifier) - From-scratch CNN implementation for CIFAR-10
- [Transformer from Scratch](https://github.com/user/transformer) - Educational implementation of attention mechanism

## AI Engineering

- [RAG Document QA](https://github.com/user/rag-qa) - Retrieval-augmented generation system with vector database

Edge Cases

  • If PROJECTS.md is empty: Create basic structure with category headers
  • If project fits multiple categories: Use primary category or ask user
  • If repo URL not provided: Ask user for the link
  • If description not clear: Ask user what the project demonstrates