Add 3 new use cases: Polymarket Autopilot, Project State Management, Dynamic Dashboard

usecases/polymarket-autopilot.md

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+# Polymarket Autopilot: Automated Paper Trading
+
+Manually monitoring prediction markets for arbitrage opportunities and executing trades is time-consuming and requires constant attention. You want to test and refine trading strategies without risking real capital.
+
+This workflow automates paper trading on Polymarket with custom strategies:
+
+• Monitors market data via API (prices, volume, spreads)
+• Executes paper trades using TAIL (trend-following) and BONDING (contrarian) strategies
+• Tracks portfolio performance, P&L, and win rate
+• Delivers daily summaries to Discord with trade logs and insights
+• Learns from patterns: adjusts strategy parameters based on backtesting results
+
+## Pain Point
+
+Prediction markets move fast. Manual trading means missing opportunities, emotional decisions, and difficulty tracking what works. Testing strategies with real money risks losses before you understand market behavior.
+
+## What It Does
+
+The autopilot continuously scans Polymarket for opportunities, simulates trades using configurable strategies, and logs everything for analysis. You wake up to a summary of what it "traded" overnight, what worked, and what didn't.
+
+Example strategies:
+- **TAIL**: Follow trends when volume spikes and momentum is clear
+- **BONDING**: Buy contrarian positions when markets overreact to news
+- **SPREAD**: Identify mispriced markets with arbitrage potential
+
+## Skills Needed
+
+- `web_search` or `web_fetch` (for Polymarket API data)
+- `postgres` or SQLite for trade logs and portfolio tracking
+- Discord integration for daily reports
+- Cron jobs for continuous monitoring
+- Sub-agent spawning for parallel market analysis
+
+## How to Set it Up
+
+1. Set up a database for paper trading:
+```sql
+CREATE TABLE paper_trades (
+  id SERIAL PRIMARY KEY,
+  market_id TEXT,
+  market_name TEXT,
+  strategy TEXT,
+  direction TEXT,
+  entry_price DECIMAL,
+  exit_price DECIMAL,
+  quantity DECIMAL,
+  pnl DECIMAL,
+  timestamp TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE TABLE portfolio (
+  id SERIAL PRIMARY KEY,
+  total_value DECIMAL,
+  cash DECIMAL,
+  positions JSONB,
+  updated_at TIMESTAMPTZ DEFAULT NOW()
+);
+```
+
+2. Create a Discord channel for updates (e.g., #polymarket-autopilot).
+
+3. Prompt OpenClaw:
+```text
+You are a Polymarket paper trading autopilot. Run continuously (via cron every 15 minutes):
+
+1. Fetch current market data from Polymarket API
+2. Analyze opportunities using these strategies:
+   - TAIL: Follow strong trends (>60% probability + volume spike)
+   - BONDING: Contrarian plays on overreactions (sudden drops >10% on news)
+   - SPREAD: Arbitrage when YES+NO > 1.05
+3. Execute paper trades in the database (starting capital: $10,000)
+4. Track portfolio state and update positions
+
+Every morning at 8 AM, post a summary to Discord #polymarket-autopilot:
+- Yesterday's trades (entry/exit prices, P&L)
+- Current portfolio value and open positions
+- Win rate and strategy performance
+- Market insights and recommendations
+
+Use sub-agents to analyze multiple markets in parallel during high-volume periods.
+
+Never use real money. This is paper trading only.
+```
+
+4. Iterate on strategies based on performance. Adjust thresholds, add new strategies, backtest historical data.
+
+## Related Links
+
+- [Polymarket API](https://docs.polymarket.com/)
+- [Paper Trading Best Practices](https://www.investopedia.com/articles/trading/11/paper-trading.asp)