/discover-ml

name: discover-ml
description: Automatically discover machine learning and AI skills when working with machine learning, PyTorch, training, inference, RAG, embeddings, fine-tuning, LLM, DSPy, HuggingFace, or diffusion models. Activates for ML development tasks.
license: MIT
metadata:
  author: rand
  version: "4.0"
compatibility: Designed for Claude Code. Compatible with any agent supporting the Agent Skills format.

Ml Skills Discovery

Provides automatic access to comprehensive ml skills.

When This Skill Activates

This skill auto-activates when you're working with:

• machine learning
• ML
• AI
• models
• training
• inference
• PyTorch
• TensorFlow
• Modal
• serverless functions
• cloud deployment
• GPU workloads
• web endpoints
• Modal platform

Available Skills

Quick Reference

The ML category contains 42 skills across 2 subcategories:

**ML (34 skills):** 1. **custom-llm-evaluation** 2. **diffusion-finetuning** 3. **diffusion-model-basics** 4. **dspy-assertions** 5. **dspy-evaluation** 6. **dspy-modules** 7. **dspy-optimizers** 8. **dspy-rag** 9. **dspy-setup** 10. **dspy-signatures** 11. **graph-rag** 12. **hierarchical-rag** 13. **hybrid-search-rag** 14. **llm-as-judge** 15. **llm-benchmarks-evaluation** 16. **llm-dataset-preparation** 17. **llm-evaluation-frameworks** 18. **llm-model-routing** 19. **llm-model-selection** 20. **lora-peft-techniques** 21. **multi-model-orchestration** 22. **rag-evaluation-metrics** 23. **rag-reranking-techniques** 24. **stable-diffusion-deployment** 25. **unsloth-finetuning**

Plus 9 more in `../ml/INDEX.md`

**Modal (8 skills):** See `../modal/INDEX.md`

Load Full Category Details

Read ../ml/INDEX.md Read ../modal/INDEX.md

Progressive Loading

This gateway skill enables progressive loading:

• **Level 1**: Gateway loads automatically (you're here now)
• **Level 2**: Load category INDEX.md for full overview
• **Level 3**: Load specific skills as needed

Usage Instructions

1. **Auto-activation**: This skill loads automatically when Claude Code detects ml work 2. **Browse skills**: Run `Read ../ml/INDEX.md` for full category overview 3. **Load specific skills**: Use bash commands above to load individual skills

**Next Steps**: Run `Read ../ml/INDEX.md` to see full category details.