convex-optimization-solver
// Solve convex optimization problems efficiently
$ git log --oneline --stat
stars:384
forks:73
updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameconvex-optimization-solver
descriptionSolve convex optimization problems efficiently
allowed-toolsBash,Read,Write,Edit,Glob,Grep
metadata[object Object]
Convex Optimization Solver
Purpose
Provides capabilities for formulating and solving convex optimization problems efficiently and reliably.
Capabilities
- Linear programming (LP)
- Quadratic programming (QP)
- Second-order cone programming (SOCP)
- Semidefinite programming (SDP)
- Conic optimization
- Duality analysis
Usage Guidelines
- Convexity Verification: Confirm problem convexity
- Formulation: Express problem in standard conic form
- Solver Selection: Choose solver based on problem structure
- Duality: Extract dual variables for sensitivity analysis
Tools/Libraries
- CVXPY
- Gurobi
- MOSEK
- SCS
- ECOS