currency-forecast-pro（货币预测专业版）

Currency Forecast Pro

A professional-grade currency analysis tool that provides comprehensive exchange rate forecasting for any currency pair.

Features

• Universal Currency Support: Works with any currency pair (USD/EUR, GBP/JPY, AUD/CNY, etc.)
• Technical Analysis: Moving averages (7/14/30-day), trend lines, support/resistance levels
• Predictive Modeling: Short-term (7-day) and medium-term (30-day) forecasts
• Market Context: Real-time market research and economic factors
• Risk Assessment: Volatility analysis and confidence intervals

Usage

Basic Forecast

Forecast USD/EUR exchange rate

Specific Timeframe

Analyze GBP/JPY with 60 days of historical data

Compare Multiple Pairs

Compare USD/CNY and EUR/USD forecasts

Supported Currencies

All major currencies supported by Frankfurter API:

• Major: USD, EUR, GBP, JPY, CHF, CAD, AUD, NZD
• Asian: CNY, HKD, SGD, KRW, INR, THB, MYR, IDR
• European: SEK, NOK, DKK, PLN, CZK, HUF, RON
• Others: MXN, BRL, ZAR, TRY, RUB, AED, SAR

Output Format

💹 Currency Forecast: USD/EUR

📊 Technical Analysis
Current: 0.9234
MA7: 0.9210 | MA14: 0.9185 | MA30: 0.9150
Trend: Upward 📈 (slope: +0.00012)
Support: 0.9100 | Resistance: 0.9350
Volatility: 0.45% daily

📰 Market Context
• Fed Policy: Hawkish stance
• ECB: Dovish outlook
• US Data: Strong employment

🔮 Forecasts
7-day: 0.9250 ~ 0.9300 (+0.2% ~ +0.7%)
30-day: 0.9300 ~ 0.9450 (+0.7% ~ +2.3%)
Confidence: High

⚠️ Risk Factors
- Upcoming Fed meeting
- EU inflation data
- Geopolitical tensions

Data Sources

• Frankfurter API: ECB reference rates, historical data
• Web Search: Current market conditions and news
• Technical Indicators: Calculated locally using statistical methods

Technical Details

Indicators Calculated

1. Moving Averages: Simple MA for 7, 14, and 30-day periods
2. Trend Analysis: Linear regression slope over 30 days
3. Support/Resistance: Min/Max of recent 20-day range
4. Volatility: Average absolute daily change percentage
5. Forecast: Linear projection with volatility bands

Forecast Methodology

• Short-term (7-day): Linear trend projection
• Medium-term (30-day): Trend + seasonal adjustment
• Confidence levels based on recent volatility

Installation

No additional dependencies required. Uses:

• exec for API calls
• web_search for market research

Examples

Example 1: Major Pair

User: Forecast EUR/USD
Agent: [Comprehensive analysis with 75-day data]

Example 2: Asian Currencies

User: Analyze USD/CNY and USD/JPY
Agent: [Comparative analysis of both pairs]

Example 3: Commodity Currencies

User: What's the outlook for AUD and CAD against USD?
Agent: [Analysis considering commodity price factors]

Version History

• 1.0.0: Initial release with full technical analysis

License

MIT-0 - Free to use, modify, and redistribute

Author

Created by clawclaw for OpenClaw