agent-skill-creator/examples/financial-analysis-suite-cskill/technical-analysis-cskill/SKILL.md

name	description
technical-analysis-engine	Component skill for comprehensive technical analysis including indicators calculation, pattern recognition, signal generation, and trend analysis for financial markets.

Technical Analysis Engine

This component skill provides comprehensive technical analysis capabilities for the financial analysis suite.

When to Use This Component Skill

Use this skill when you need to:

• Calculate technical indicators (RSI, MACD, Bollinger Bands)
• Identify chart patterns and formations
• Generate trading signals based on technical criteria
• Analyze market trends and momentum
• Perform multi-timeframe analysis
• Backtest technical strategies

Technical Indicators

Trend Indicators

• Moving Averages: SMA, EMA, WMA with customizable periods
• MACD: Standard and custom configurations
• ADX: Trend strength measurement
• Aroon: Trend indicator

Momentum Indicators

• RSI: Relative Strength Index with divergence detection
• Stochastic: Fast and slow stochastic oscillators
• Williams %R: Williams Percent Range
• CCI: Commodity Channel Index

Volatility Indicators

• Bollinger Bands: Standard and custom deviations
• ATR: Average True Range
• Keltner Channels: Volatility-based channels
• Donchian Channels: Price channel indicators

Volume Indicators

• On-Balance Volume: OBV calculations
• Volume Profile: Volume at price levels
• Money Flow Index: MFI indicator
• Accumulation/Distribution: A/D line

Pattern Recognition

Chart Patterns

• Head and Shoulders: Bullish and bearish formations
• Triangles: Ascending, descending, and symmetrical
• Flags and Pennants: Continuation patterns
• Double Tops/Bottoms: Reversal patterns

Candlestick Patterns

• Doji: Indecision patterns
• Engulfing: Bullish and bearish engulfing
• Hammer/Hanging Man: Reversal patterns
• Morning/Evening Star: Multi-candle patterns

Signal Generation

Buy Signals

• RSI oversold conditions
• MACD bullish crossover
• Bollinger Band breakout
• Pattern completion confirmation

Sell Signals

• RSI overbought conditions
• MACD bearish crossover
• Support level break
• Bearish pattern confirmation

Usage Examples

Basic analysis: "Calculate RSI, MACD, and Bollinger Bands for AAPL"

Signal generation: "Generate buy/sell signals for tech stocks using RSI and MACD"

Pattern analysis: "Identify head and shoulders patterns in S&P 500 stocks"

Multi-timeframe: "Analyze BTC on daily and 4-hour timeframes"

Scripts Available

• scripts/indicators.py - Technical indicator calculations
• scripts/patterns.py - Chart pattern recognition
• scripts/signals.py - Trading signal generation
• scripts/backtest.py - Strategy backtesting
• scripts/multi_timeframe.py - Multi-timeframe analysis

Integration

This component skill integrates with:

• Data Acquisition: Receives cleaned market data
• Portfolio Optimizer: Provides signals for allocation
• Financial Reporting: Supplies analysis for reports

Configuration

Configuration in config/technical_analysis.json:

{
  "indicators": {
    "rsi": {
      "period": 14,
      "overbought": 70,
      "oversold": 30
    },
    "macd": {
      "fast": 12,
      "slow": 26,
      "signal": 9
    }
  },
  "signals": {
    "min_confidence": 0.7,
    "confirmation_required": true
  }
}

Output Formats

• JSON with indicator values and signals
• CSV with time series data
• Charts and visualizations
• Alert notifications

This is a Component Skill within the Financial Analysis Suite - specialized in technical analysis and signal generation.