Skill Claude CodeCodex
Route AI4Math optimization tasks to the appropriate bundled skill package.
AI4Math skills for optimization modeling, solver routing, convex quadratic programming with OSQP, and manifold-constrained optimization with CDOpt.
Skill Claude CodeCodex
Route AI4Math optimization tasks to the appropriate bundled skill package.
Skill Claude CodeCodex
Use when Codex needs to solve, reproduce, test, compare, generate examples for, or diagnose CDOpt manifold optimization workflows, including CDOpt package smoke tests, official problem description cards, Stiefel dictionary learning, SciPy wrappers, PyTorch/JAX/NumPy CDOpt examples, dependency checks, tiny CPU…
Skill Claude CodeCodex
Models and solves linear programs (LP) with Cardinal Optimizer (coptpy). Restates natural-language word problems into LP before building and solving. Use when the user mentions COPT/coptpy, linear programming, LP, word problems, applications, story problems, natural-language descriptions, 应用题, 线性规划文字题, or matrix-form…
Skill Claude CodeCodex
Models and solves linear programs (LP) with multiple solvers (COPT, Gurobi, MOSEK, CPLEX, HiGHS (scipy/highspy), CLARABEL, PuLP/CBC, CVXOPT, OR-Tools/GLOP, GLPK, SoPlex, lpsolve, ECOS). Restates natural-language word problems into LP before building and solving. When no local solver is available, searches GitHub for…
Skill Claude CodeCodex
Models and solves mixed-integer linear programs, including binary, integer, and continuous decision variables with linear objectives and constraints.
Skill Claude CodeCodex
Unified solver detection, installation, selection, and license configuration for OR optimization skills (LP, MIP, SOCP). One-stop solver management: detect installed packages, install missing solvers with proper priority, select the best available solver by problem type, and troubleshoot common errors. Covers 20…
Skill Claude CodeCodex
Model, solve, update, reproduce, and diagnose continuous convex quadratic programs with the OSQP Python interface, including canonical-form conversion, sparse CSC data, solver-status gates, residual checks, infeasibility certificates, warm starts, repeated parametric QPs, and academic citation. Use when a task names…
Skill Claude CodeCodex
Models and solves second-order cone programs and problems convertible to SOCP form using cvxpy with multiple solver backends (COPT, Gurobi, MOSEK, CPLEX, CLARABEL, ECOS, SCS, CVXOPT, COSMO, OSQP). Handles linear objectives with second-order cone constraints, as well as problems reducible to SOCP such as portfolio…