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:
- custom-llm-evaluation
- diffusion-finetuning
- diffusion-model-basics
- dspy-assertions
- dspy-evaluation
- dspy-modules
- dspy-optimizers
- dspy-rag
- dspy-setup
- dspy-signatures
- graph-rag
- hierarchical-rag
- hybrid-search-rag
- llm-as-judge
- llm-benchmarks-evaluation
- llm-dataset-preparation
- llm-evaluation-frameworks
- llm-model-routing
- llm-model-selection
- lora-peft-techniques
- multi-model-orchestration
- rag-evaluation-metrics
- rag-reranking-techniques
- stable-diffusion-deployment
- unsloth-finetuning
Load Full Category Details
For complete descriptions and workflows:
Read <cc-polymath-root>/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 <cc-polymath-root>/skills/ml/custom-llm-evaluation.md Read <cc-polymath-root>/skills/ml/diffusion-finetuning.md Read <cc-polymath-root>/skills/ml/diffusion-model-basics.md Read <cc-polymath-root>/skills/ml/dspy-assertions.md Read <cc-polymath-root>/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
- Auto-activation: This skill loads automatically when Claude Code detects ml work
- Browse skills: Run
Read <cc-polymath-root>/skills/ml/INDEX.mdfor full category overview - 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.