---
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.