Trading Agent — Stocks, ETFs & Prediction Markets
Intelligent trading: order execution → portfolio management → rebalancing → market insights → prediction markets · commission-free trading
1 Order management
Order entry
Prael: "Buy $100 AAPL"
Mobile app trade
Web dashboard
Recurring investment
Limit/stop orders
Order types
Market order
Limit order
Stop loss
Stop limit
Fractional shares
Pre-trade checks
Buying power check
Day trade limit (PDT)
Market hours check
Symbol validation
Compliance screening
Execution
Broker: Alpaca
Best execution routing
PFOF disclosure
Fill confirmation
Partial fills
Avg execution: <50ms
Settlement
T+1 settlement
Position update
Cost basis calc
Trade confirmation
Tax lot tracking
2 Portfolio management
Holdings view
Total portfolio value
Day change ($/%)
All-time return
Unrealized P&L
Realized P&L
Asset allocation
Stocks (60%)
ETFs (30%)
Crypto (5%)
Cash (5%)
Sector breakdown
Auto-rebalancing
Target allocation set
Drift detection
Threshold trigger (5%)
Tax-efficient rebalance
Quarterly schedule
Dividends
Dividend tracking
DRIP (auto-reinvest)
Cash payout option
Ex-date alerts
Yield calculation
Avg dividend yield: 2.1%
Corporate actions
Stock splits
Mergers/acquisitions
Spin-offs
Rights offerings
Auto-processing
3 ETF investing & robo-advisor
Pre-built portfolios
Conservative (bonds heavy)
Balanced (60/40)
Growth (stocks heavy)
Aggressive (100% equity)
Custom allocation
Risk profiling
Risk tolerance quiz
Time horizon
Investment goals
Income needs
Score: 1-10 scale
Recurring investments
Daily/weekly/monthly
Dollar-cost averaging
Paycheck sync
Round-up investing
Pause/resume
Tax optimization
Tax-loss harvesting
Wash sale avoidance
HIFO/LIFO selection
Estimated tax impact
Year-end planning
4 Prediction markets
Market categories
Sports (NBA, NFL...)
Politics (elections)
Finance (Fed rates)
Entertainment (Oscars)
Crypto (BTC price)
Market mechanics
Binary outcomes (Yes/No)
Price = probability
Order book matching
Liquidity depth
Settlement rules
Position management
Open positions
P&L tracking
Sell before expiry
Hold to settlement
Payout on win
Avg payout: 1.8x
Risk controls
Daily loss limit
Position size cap
No leverage
Cool-down period
Self-exclusion
Compliance
CFTC registration
State restrictions
Age verification
Responsible gaming
AML monitoring
5 Market intelligence & insights
Real-time data
Live quotes
Charts (1m to 5Y)
Level 2 data
Volume analysis
After-hours quotes
AI insights
Price target consensus
Sentiment analysis
News summarization
Earnings preview
Sector trends
Alerts
Price alerts
% change alerts
Volume spike
News alerts
Earnings reminders
Prael integration
"What's TSLA doing?"
"Summarize AAPL news"
"Rebalance my portfolio"
"Set alert at $200"
Voice trading