ReddRadar
Agent skill
ai-ml-technologies
Master AI, machine learning, LLMs, prompt engineering, and blockchain development. Use when building AI applications, working with LLMs, or developing smart contracts.
Install this agent skill to your Project
npx add-skill https://github.com/pluginagentmarketplace/custom-plugin-typescript/tree/main/skills/ai
SKILL.md
AI & Emerging Technologies Skill
Quick Start - OpenAI API
from openai import OpenAI
client = OpenAI(api_key="sk-...")
# Simple completion
response = client.chat.completions.create(
model="gpt-4",
messages=[
{"role": "system", "content": "You are helpful assistant"},
{"role": "user", "content": "Explain machine learning"}
],
temperature=0.7,
max_tokens=500
)
print(response.choices[0].message.content)
Core Technologies
AI & LLMs
- OpenAI API (GPT-4)
- Claude API (Anthropic)
- Open-source LLMs (Llama, Mistral)
- LangChain for applications
- Vector databases (Pinecone, Weaviate)
Machine Learning
- TensorFlow / PyTorch
- scikit-learn
- XGBoost
- Hugging Face Transformers
Blockchain & Web3
- Solidity for smart contracts
- Web3.js / Ethers.js
- Hardhat development
- Foundry
Game Engines
- Unity (C#)
- Unreal Engine (C++)
- Godot (GDScript)
Best Practices
- AI Ethics - Consider societal impact
- Testing - Rigorous evaluation
- Monitoring - Track model performance
- Documentation - Clear decision records
- Security - Smart contract auditing
- Cost Optimization - Minimize API usage
- Version Control - Track models and prompts
- Responsible AI - Bias and fairness
Resources
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