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magnus919_agent-skills/constrained-optimization/templates/formulation-record.md
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Magnus HedemarkandGitHub f53bddcd7b feat(constrained-optimization): add feasibility-first methodology (#507) 
* feat(constrained-optimization): add formulation and audit methodology

* docs(constrained-optimization): register skill and align trigger metadata

* docs(constrained-optimization): route templates and define completion

* docs(constrained-optimization): cite solver evidence and applicability
2026-09-14 17:30:49 -04:00

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Optimization formulation record

Decision

  • Problem and decision owner:
  • Data/configuration revision:
  • Decision horizon and compute budget:
  • Known feasible incumbent:

Variables

Variable Domain Bounds/allowed values Unit Controllable?

Objectives

Objective Direction Unit Aggregation/reference Priority or weight

Constraints

Constraint Hard/soft Expression and tolerance Unit Violation measure/penalty
  • Feasibility predicate/checker:
  • Relaxed scenarios (if any):

Method and decision rule

  • Exact/certifying baseline:
  • Heuristic baseline:
  • Initialization and seed/repeat plan:
  • Stopping rule and equal budget:
  • Pareto/weight/lexicographic decision rule:
  • Selection threshold and rollback/re-optimization trigger:
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