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discover-ml

discover-ml

github.com/randDevelopment190125 installsUpdated 35w ago
Repository

About discover-ml

discover-ml is a Claude Code skill that activates for machine learning and related work, directing users to skill collections for ML and Modal. It offers progressive access to category indexes and individual guidance across topics including evaluation, RAG, fine-tuning, and deployment.

Key features

  1. 01Automatic activation for ML work
  2. 0242 skills across ML and Modal
  3. 03Progressive category and skill loading
  4. 04Coverage of evaluation, RAG, and deployment

Use cases

  1. 01Finding guidance for LLM evaluation
  2. 02Exploring RAG methods
  3. 03Looking up fine-tuning approaches
  4. 04Reviewing Modal deployment topics

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/rand/cc-polymath --skill discover-ml

After installing, type/discover-mlin Claude Code to confirm it loaded.

Details

From the project README

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.

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