Help & Feature Guide

Dashboard with trading status, market status, and quick scan button.

• Market open/closed indicator
• Trading engine status
• Scan for volatile shares button
• Quick stats at a glance

Full list of 217 tracked European stocks with prices, market cap, and daily changes.

• Sortable by market cap
• Click symbol for detailed analysis
• Refresh data button

AI-driven automated trading engine with portfolio tracking.

• Current portfolio with P&L
• Risk analysis dashboard
• Portfolio allocation chart
• Deposit / withdraw funds
• Trade notifications feed
• Export buttons (CSV, HTML report)

OpenAI-powered stock predictions with BUY/SELL/HOLD signals.

• Signal strength & confidence
• Risk level per stock
• AI reasoning displayed
• Hover symbol for company name

Rapid AI predictions across all active stocks.

• 7-day and 30-day changes
• RSI indicator
• Risk level scores
• Signal badges (BUY/SELL/HOLD)

Ollama AI classifies stock patterns in real-time.

• Patterns: breakout, breakdown, oversold, etc.
• Click "Run Screener" to scan 15 stocks
• Pattern distribution counts

Ollama AI detects chart patterns from 60 days of price data.

• Detects: uptrend, downtrend, double top/bottom
• Head & shoulders, triangles, channels
• Support/resistance levels
• Confidence score per pattern

Ollama AI generates a daily market summary.

• Market sentiment & breadth
• Top gainers & losers
• Portfolio snapshot
• Click "Regenerate" to refresh

Track favorite stocks with AI commentary.

• Add stocks by symbol (comma separated)
• AI Insight button per stock
• Quick link to price analysis
• Remove stocks with X button

Deep-dive into a single stock with AI analysis.

• AI prediction with reasoning
• AI movement explainer button
• AI news digest (cached 15 min)
• 7-day price highs/lows table
• Hourly average price breakdown

Color-coded performance by industry sector.

• Average sector performance %
• Up/down counts per sector
• Top stocks within each sector
• Color bar for quick comparisons

Correlation matrix and multi-stock comparison.

• Pearson correlation between stocks
• Color-coded matrix (green/red)
• Multi-stock side-by-side comparison
• 7-day and 30-day change breakdown

Historical log of volatile stock movements.

• Stocks exceeding volatility threshold
• Timestamped scan history
• Price and percent change data

Financial news feed from yfinance for tracked stocks.

• Headlines with sentiment scores
• Impact level classification
• Source attribution
• Trigger news fetch button

Upcoming corporate events from yfinance.

• Earnings report dates
• Ex-dividend dates with yield
• Stock split history
• Click "Refresh" to scan

Set price targets and get notified when hit.

• Above or below target price
• Auto-checked every 2 minutes
• Notifications appear in trading feed
• Remove triggered alerts with X

Complete log of all closed virtual trades.

• Profit/loss per trade
• Hold time and strategy
• Win rate and total P&L stats
• 200 trade history limit

Test SMA crossover strategies against historical data.

• Configurable fast/slow MA periods
• Initial capital input
• Sharpe ratio, max drawdown, win rate
• Trade log with dates and values

Track AI prediction accuracy over time.

• Direction accuracy percentage
• Average price error
• Verified predictions count
• Verify past predictions button
• Prediction history table

Configure all app parameters.

• OpenAI API key (masked, stored in secrets.db)
• AI model name, enable/disable AI predictions
• Volatility threshold, trade frequency
• Stop loss / take profit percentages
• Position sizes, max hold hours
• Market hours per weekday
• Toggle auto trading, news, theme
• Clear data tables, change password

View system response logs.

• Manual trade execution logs
• Settings change history
• Data refresh logs
• Clear logs button