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Convex optimization solver

Skill a5c-ai/babysitter/library/specializations/domains/science/mathematics/skills/convex-optimization-solver

Solve convex optimization problems efficientlyFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill convex-optimization-solver

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.2 KB, 154 tokens by cl100k_base, as published. Nobody here has run it

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

  1. Convexity Verification: Confirm problem convexity
  2. Formulation: Express problem in standard conic form
  3. Solver Selection: Choose solver based on problem structure
  4. Duality: Extract dual variables for sensitivity analysis

Tools/Libraries

  • CVXPY
  • Gurobi
  • MOSEK
  • SCS
  • ECOS

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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