Productivity

trading-strategist

kukapay/crypto-skills · updated Apr 8, 2026

$npx skills add https://github.com/kukapay/crypto-skills --skill trading-strategist
summary

Data-driven cryptocurrency trading strategies combining Binance market data, technical indicators, and sentiment analysis.

  • Integrates real-time and historical price/volume data from Binance with calculated TA indicators (SMA, RSI, MACD, Bollinger Bands, Stochastic)
  • Aggregates market sentiment from crypto RSS feeds to inform buy/sell/hold signals and entry/exit recommendations
  • Generates risk management guidance including stop-loss levels, position sizing (1-5% of capital), and volatil
skill.md

Trading Strategies Skill

This skill generates data-driven trading strategies for cryptocurrencies by integrating multiple data sources and analytical tools.

Core Components

  1. Binance Market Data: Real-time price, volume, and historical klines from Binance API
  2. Technical Analysis (TA): Calculated indicators including SMA, RSI, MACD, Bollinger Bands, Stochastic, and more
  3. Market Sentiment: Aggregated sentiment scores from popular crypto RSS feeds

Workflow

Step 1: Data Collection

  • Fetch current ticker data from Binance API (/api/v3/ticker/price and /api/v3/ticker/24hr)
  • Retrieve historical klines (/api/v3/klines with 30-100 days of data)
  • Aggregate sentiment using the market-sentiment skill

Step 2: TA Calculation

Use the scripts/calculate_ta.py script to compute indicators from historical data.

Step 3: Strategy Generation

Combine TA signals, price action, and sentiment score to recommend:

  • Buy/Sell/Hold signals
  • Entry/exit points
  • Risk management (stop-loss, position sizing)
  • Timeframes (swing, day trading)

Usage Examples

Basic Strategy Request

For ETH, generate a trading strategy based on current market data.

→ Fetch ETH data, calculate TA, get sentiment, output strategy.

Advanced Analysis

Analyze BTC with 50-day history, include sentiment, recommend swing trade.

→ Use longer history, focus on swing signals.

Risk Management

  • Always include stop-loss recommendations
  • Suggest position sizes (1-5% of capital)
  • Warn about volatility and leverage risks
  • Note: Not financial advice

References

Scripts

  • scripts/calculate_ta.py: Python script for TA indicator calculations
  • scripts/fetch_binance.py: Helper for Binance API calls ./skills/trading-strategies/SKILL.md