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Convex Optimization Solver

Solve convex optimization problems efficiently

Installable skillMITBy a5c-aiUpdated Oct 28, 2026
INTENDED FORClaude CodeCodexOpenClawCursorInstall in a listed agent.

instructions.md

---
name: convex-optimization-solver-c8067758032c
description: Solve convex optimization problems efficiently
allowed-tools:
  - Bash
  - Read
  - Write
  - Edit
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  - Grep
metadata:
  specialization: mathematics
  domain: science
  category: optimization
  phase: 6
graph:
  domains: [domain:mathematics]
  specializations: [specialization:computational-mathematics]
  skillAreas: [skill-area:np-hard-heuristics, skill-area:mathematical-reasoning, skill-area:dynamic-programming]
  workflows: [workflow:experiment-design]
  roles: [role:computational-scientist, role:research-engineer]
---

# 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

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.