Discover ml

Skill rand/cc-polymath/skills/discover-ml

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.From its SKILL.md

Install

npx -y skills add rand/cc-polymath --skill discover-ml

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its file declares

Copied from the file, not written here

The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

2.2 KB, 514 tokens by cl100k_base, as published. Nobody here has run it

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):

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

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

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

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