portfolio-optimization

Purpose

Formalize objectives/constraints, construct a Pareto frontier, stress across scenarios, and select a robust portfolio.

Input contract

required: [candidate_set, objective_vector, resource_constraints, scenario_set]
optional: [assumptions, prior_findings, evidence_updates]
constraints: [consume named scientific objects; preserve provenance; keep unresolved uncertainty visible]

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.