{
  "template_info": {
    "name": "financial-analysis",
    "version": "1.0.0",
    "description": "Complete financial analysis agent with fundamental and technical indicators",
    "estimated_creation_time": "15-20 minutes",
    "complexity": "medium"
  },
  "domain": {
    "primary": "finance",
    "secondary": ["investments", "trading", "portfolio-management"]
  },
  "apis": [
    {
      "name": "Alpha Vantage",
      "url": "https://www.alphavantage.co/",
      "type": "free_premium",
      "auth_method": "api_key",
      "rate_limit": "5 calls/minute (free), unlimited (premium)",
      "data_coverage": "Global stocks, forex, crypto",
      "priority": 1
    },
    {
      "name": "Yahoo Finance",
      "url": "https://finance.yahoo.com/",
      "type": "free",
      "auth_method": "none",
      "rate_limit": "Unlimited",
      "data_coverage": "Major stocks, ETFs, indices",
      "priority": 2
    }
  ],
  "analyses": [
    {
      "name": "fundamental_analysis",
      "description": "Company fundamentals and valuation metrics",
      "metrics": ["P/E Ratio", "ROE", "Debt/Equity", "EPS", "Market Cap", "Revenue"],
      "functions": ["get_company_fundamentals", "calculate_valuation_metrics", "compare_peers"]
    },
    {
      "name": "technical_analysis",
      "description": "Technical indicators and momentum analysis",
      "metrics": ["RSI", "MACD", "Bollinger Bands", "Moving Averages", "Volume"],
      "functions": ["calculate_rsi", "calculate_macd", "generate_signals"]
    },
    {
      "name": "portfolio_analysis",
      "description": "Portfolio performance and risk metrics",
      "metrics": ["Portfolio Return", "Sharpe Ratio", "Beta", "Correlation", "Volatility"],
      "functions": ["calculate_portfolio_metrics", "risk_analysis", "rebalancing_suggestions"]
    }
  ],
  "structure": {
    "type": "modular",
    "directories": [
      "scripts/",
      "scripts/utils/",
      "tests/",
      "references/",
      "assets/"
    ],
    "main_files": [
      "fetch_market_data.py",
      "analyze_fundamentals.py",
      "analyze_technicals.py",
      "portfolio_management.py",
      "utils/cache_manager.py",
      "utils/validators.py"
    ]
  },
  "cache_strategy": {
    "market_data": "1 minute",
    "fundamentals": "1 day",
    "technical_indicators": "5 minutes"
  },
  "validation_layers": [
    "parameter_validation",
    "data_quality_validation",
    "financial_calculation_validation",
    "risk_validation"
  ],
  "output_formats": ["json", "csv", "dashboard", "alerts"],
  "example_usage": [
    "Analyze Apple stock fundamentals",
    "Calculate RSI for S&P 500 stocks",
    "Portfolio risk analysis",
    "Compare valuation multiples across sector"
  ],
  "installation_requirements": [
    "pip install pandas numpy yfinance alpha_vantage",
    "export ALPHA_VANTAGE_API_KEY='your_key_here'"
  ]
}