Feeling super accomplished, AI coding can be a bit of a grind, but at least I can scroll through my phone. 1. Overall Evaluation (very important, let’s make it clear first) Conclusion: Your modification proposal has already reached the level of a 'professional Polymarket market maker.' From the alignment with the official documentation: ✅ Four-way market-making structure: complete and correct ✅ Probability conservation / no arbitrage: well-engineered ✅ WS local book / User WS / batch orders / GTD: fully aligned with official best practices ✅ Inventory (Split / Merge / Redeem): the most critical shortcomings have been addressed ✅ Liquidity Rewards / Maker Rebates: explicitly included in the strategy inputs ✅ Kill Switch / Downgrade Mode / MVP / Go-live Checklist: surpasses most market-making teams