Polymarket Optimizer — Adaptive Parameter Tuner

🧠 WHAT IT DOES

Reads trading performance from polymarket-executor, analyzes what works, and adjusts parameters automatically.

Runs every 6 hours via OpenClaw cron job. Zero manual intervention required.

Input files (written by executor):

• performance_metrics.json — per-strategy win rates, P&L, trade counts
• paper_trades.json — all simulated trade records
• portfolio.json — capital, positions, daily P&L

Output files (read by executor at next startup):

• learned_config.json — updated thresholds, Kelly fraction, allocations
• optimizer_log.jsonl — full history of every optimization run