Futures Systematic workflows for quantitative research, implementation, and production controls. use when tasks involve roll mechanics, basis dynamics, and contract-selection rules.
Execute futures systematic work with reproducible research, explicit controls, and deployable outputs.
python scripts/futures_systematic_diagnostics.py input.csv --output diagnostics.json and keep the json artifact.references/futures-systematic-playbook.md with assumptions, tests, limits, and rollout plan.scripts/futures_systematic_diagnostics.py for deterministic diagnostics.references/futures-systematic-playbook.md for the domain-specific checklist and delivery structure.