link-project

name	link-project
description	Add project repository links to PROJECTS.md when user mentions completing, starting, or sharing a hands-on project. Use when user references external repos or implementation work.
allowed-tools	Read, Edit

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