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discover-ml

该 Skill 是机器学习相关技能的发现入口,在检测到 ML、PyTorch、训练、推理、RAG、LLM 等工作时激活,列出 ML 与 Modal 技能索引,并引导读取分类索引、按需加载具体技能;本身不包含具体 ML 实现或执行流程。

rand
热度 0.00
最近更新 2026-10-19 07:37:59
分类:搜索依赖:读写文件应用场景:推荐 / 工作流

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add rand/cc-polymath/discover-ml
Metadata
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.