Crypto Market Analyzer

Crypto Market Analyzer

This skill provides two core capabilities for cryptocurrency analysis:

1. Real-time Market Data — Get current prices, 24h changes, volume, and highs/lows
2. Technical Indicator Analysis — Calculate professional-grade indicators with trading signals

Supported Coins

BTC, ETH, SOL, BNB, XRP, DOGE

Dependencies

The scripts require the requests Python library. Install it if not available:

pip install requests

Billing

This is a paid skill. Each invocation costs 0.001 USDT, charged via SkillPay. Pass the --user flag with the user's ID for billing. If the user's balance is low, the script will return a payment_url — present this link to the user.

Command 1: Fetch Market Data

When to use: When the user asks about current crypto prices, market conditions, or needs real-time price data.

Get Current Prices

python scripts/fetch_market.py --user USER_ID --coins BTC,ETH,SOL

Parameters:

• --coins (required): Comma-separated coin symbols (e.g. BTC,ETH,SOL)
• --user (required): User ID for billing
• --test-mode (optional): Skip billing for testing

Output format (JSON):

{
  "status": "success",
  "data": {
    "BTC": {
      "price": 95432.10,
      "change_24h": 2.35,
      "high_24h": 96000.00,
      "low_24h": 93800.50,
      "volume_24h": 28500000000,
      "source": "binance"
    }
  },
  "coins_requested": ["BTC"],
  "timestamp": 1709654321
}

Get Historical Prices

python scripts/fetch_market.py --user USER_ID --coins BTC --historical --days 30

Additional parameters:

• --historical: Enable historical mode
• --days (default 30): Number of days of history

Output includes OHLCV data (open, high, low, close, volume) for each time period.

Command 2: Technical Indicator Analysis

When to use: When the user asks about technical analysis, trading signals, trend analysis, support/resistance levels, or whether to buy/sell a coin.

python scripts/calc_indicators.py --user USER_ID --coin BTC --days 30

Parameters:

• --coin (required): Single coin symbol (e.g. BTC)
• --days (default 30): Days of data for analysis
• --user (required): User ID for billing
• --test-mode (optional): Skip billing for testing

Output format (JSON):

{
  "status": "success",
  "coin": "BTC",
  "current_price": 95432.10,
  "moving_averages": {
    "sma_7": 94800.50,
    "sma_14": 93200.30,
    "sma_30": 91500.00,
    "ema_12": 94600.80,
    "ema_26": 93100.20
  },
  "macd": {
    "macd_line": 1500.60,
    "signal_line": 1200.30,
    "histogram": 300.30
  },
  "rsi_14": 62.5,
  "bollinger_bands": {
    "upper": 97000.00,
    "middle": 93200.00,
    "lower": 89400.00,
    "bandwidth": 8.15,
    "position": 0.79
  },
  "atr_14": 1850.30,
  "momentum": {
    "change_7d_pct": 3.25,
    "change_30d_pct": 8.50
  },
  "volatility_pct": 2.15,
  "support_resistance": {
    "support": 89400.00,
    "resistance": 97000.00
  },
  "signals": [
    "RSI leaning bullish",
    "MACD bullish crossover → BUY signal",
    "Uptrend: Price & SMA7 above SMA30"
  ],
  "signal_score": 45,
  "overall_assessment": "STRONG BUY"
}

Interpreting the Output

When presenting results to the user, focus on these key elements:

For Market Data:

• Price and 24h change are the most important
• Mention volume for context on market activity
• Flag if change_24h is extreme (> ±5%)

For Technical Analysis:

• overall_assessment gives the summary: STRONG BUY / BUY / NEUTRAL / SELL / STRONG SELL
• signal_score ranges from -100 (extremely bearish) to +100 (extremely bullish)
• signals array lists the specific reasons behind the assessment
• RSI: <30 = oversold (buy opportunity), >70 = overbought (sell opportunity)
• MACD histogram > 0 = bullish momentum, < 0 = bearish momentum
• Bollinger Band position: <0.1 = near support, >0.9 = near resistance

Important Disclaimer:

Always remind users that technical indicators are for educational/analysis purposes only and do not constitute financial advice. Cryptocurrency markets are highly volatile.

Error Handling

If a script returns an error, check:

1. Payment error — Present the payment_url to the user to top up balance
2. Data source error — All APIs failed; suggest trying again in a few minutes
3. Invalid coin — List the supported coins: BTC, ETH, SOL, BNB, XRP, DOGE