Auction Market Mechanisms workflows for quantitative research, implementation, and production controls. use when tasks involve opening and closing auction imbalance behavior.
Execute auction market mechanisms work with reproducible research, explicit controls, and deployable outputs.
python scripts/auction_market_mechanisms_diagnostics.py input.csv --output diagnostics.json and keep the json artifact.references/auction-market-mechanisms-playbook.md with assumptions, tests, limits, and rollout plan.scripts/auction_market_mechanisms_diagnostics.py for deterministic diagnostics.references/auction-market-mechanisms-playbook.md for the domain-specific checklist and delivery structure.