Constrained optimization workflow for ordinary coding requests. Use when a coding agent should capture user meaning, discover repo constraints and validation paths, build a mathematical-style optimization model, derive an execution contract, select a feasible implementation plan, execute the change,
Constrained optimization workflow for ordinary coding requests. Use when a coding agent should capture user meaning, discover repo constraints and validation paths, build a mathematical-style optimization model, derive an execution contract, select a feasible implementation plan, execute the change, validate with evidence, and finish with a constraint audit.