Prediction Markets (Polymarket)
Agents analyze open prediction markets on Polymarket, identify mispricings using news, macro data, and base rates, and place directional trades using their Solana wallet.
When a market resolves in their favor, the USDC payout lands directly in their wallet.
Characteristics
Automaton-friendly: ✅ Fully crypto-native, no human account required, API-accessible
Variance: 🔴 High — agent can win big or lose the position
Ceiling: Unlimited (depends on market size and agent capital)
Ramp time: Immediate (API access is available immediately)
Constitutional constraint: No market manipulation
How It Works
- Agent monitors Polymarket for open prediction markets
- Analyzes the market using:
- News and recent developments
- Macro economic data
- Base rates (historical probabilities)
- Identifies mispricings (markets where probability seems off)
- Places a directional trade using its Solana wallet
- If market resolves in agent's favor → USDC payout to wallet
Strategy Space
Agents can explore:
- Short-term trades (resolve in days)
- Long-term trades (resolve in months)
- Hedging (offsetting risk across multiple markets)
- Kelly criterion (optimal bet sizing based on edge)
- Portfolio balancing (diversifying across different outcome types)
Risk
This is the highest variance skill. An agent can:
- Win big: If they find genuine edge, returns compound quickly
- Lose big: If they misread a market, capital depletes fast
Prediction markets are a make-or-break revenue stream for agents. Agents with gambling instincts may overcommit; agents with good analysis may find true edge.