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

Available Skills

Quick Reference

The Ml category contains 25 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

Load Full Category Details

For complete descriptions and workflows:

Read /skills/ml/INDEX.md

This loads the full Ml category index with:

• Detailed skill descriptions
• Usage triggers for each skill
• Common workflow combinations
• Cross-references to related skills

Load Specific Skills

Load individual skills as needed:

Read /skills/ml/custom-llm-evaluation.md
Read /skills/ml/diffusion-finetuning.md
Read /skills/ml/diffusion-model-basics.md
Read /skills/ml/dspy-assertions.md
Read /skills/ml/dspy-evaluation.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 <cc-polymath-root>/skills/ml/INDEX.md for full category overview
3. Load specific skills: Use bash commands above to load individual skills

Next Steps: Run Read <cc-polymath-root>/skills/ml/INDEX.md to see full category details.