{
  "name": "data-ml",
  "description": "RStack data-ml plugin pack — combines: Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture | ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development | Schema validation, data quality monitoring, streaming validation pipelines, and input validation for backend APIs | LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.2 | ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows | Quantitative analysis, algorithmic trading strategies, financial modeling, portfolio risk management, and backtesting",
  "owner": "RStack developed by Richardson Gunde",
  "author": {
    "name": "Seth Hobson",
    "email": "seth@major7apps.com"
  },
  "maintainer": {
    "name": "Richardson Gunde",
    "email": "gunderichardson@gmail.com"
  },
  "license": "MIT",
  "agents": [
    "./blockchain-web3/agents/blockchain-developer.md",
    "./data-engineering/agents/backend-architect.md",
    "./data-engineering/agents/data-engineer.md",
    "./data-validation-suite/agents/backend-security-coder.md",
    "./llm-application-dev/agents/ai-engineer.md",
    "./llm-application-dev/agents/prompt-engineer.md",
    "./llm-application-dev/agents/vector-database-engineer.md",
    "./machine-learning-ops/agents/data-scientist.md",
    "./machine-learning-ops/agents/ml-engineer.md",
    "./machine-learning-ops/agents/mlops-engineer.md",
    "./quantitative-trading/agents/quant-analyst.md",
    "./quantitative-trading/agents/risk-manager.md"
  ],
  "commands": [
    "./data-engineering/commands",
    "./llm-application-dev/commands",
    "./machine-learning-ops/commands"
  ],
  "skills": [
    "./blockchain-web3/skills",
    "./data-engineering/skills",
    "./llm-application-dev/skills",
    "./machine-learning-ops/skills",
    "./quantitative-trading/skills"
  ]
}