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magnus919_agent-skills/constrained-optimization/templates/solution-audit.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 solution audit

  • Formulation record and revision:
  • Candidate/source method:
  • Solver status and termination message:
  • Runtime/evaluation budget:
  • Seed/repeat (if stochastic):

Independent recomputation

Check Result Tolerance Evidence
Objective(s), with units
Variable domains/bounds
Hard-constraint residuals
Soft-constraint violations
Independent feasibility predicate

Quality evidence

  • Best feasible objective:
  • Infeasible candidate objective (if retained for diagnosis):
  • Bound and gap definition/value:
  • Repeat distribution and failure rate:
  • Pareto alternatives or selected weights:
  • Sensitivity/robustness result:

Decision

  • Verdict: accept / reject / unresolved / infeasible-proven
  • Rationale and tradeoff:
  • Missing evidence or limitations:
  • Owner, approval, and next trigger: