constrained-optimization plugin
Define, compare, and audit constrained optimization decisions with explicit variables, units, hard and soft constraints, feasibility, Pareto tradeoffs, and honest solver evidence. Do not use for statistical modeling or ML fitting, which belong to data-scientist or ml-engineering, or for operating a named solver.
How to install the constrained-optimization plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add magnus919/agent-skills
/plugin install constrained-optimization@magnus-agent-skillsWhat's inside constrained-optimization
1 part read from the plugin's own files.
Skills 1
Claude loads it when the task matches- constrained-optimization
Define, compare, and audit constrained optimization decisions with explicit variables, units, hard and soft constraints, feasibility, Pareto tradeoffs, and honest solver evidence. Do not use for statistical modeling or ML fitting, which belong to data-scientist or ml-engineering, or for operating a named solver.
Using constrained-optimization in Claude Code
Skills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update constrained-optimization@magnus-agent-skills
- Refresh the marketplace
- /plugin marketplace update magnus-agent-skills
- Turn it off for now
- /plugin disable constrained-optimization@magnus-agent-skills
- Remove it
- /plugin uninstall constrained-optimization@magnus-agent-skills
Skills in constrained-optimization
- constrained-optimizationmagnus919/agent-skills
Define, compare, and audit constrained optimization decisions with explicit variables, units, hard and soft constraints, feasibility, Pareto tradeoffs, and honest solver evidence. Do not use for statistical modeling or ML fitting, which belong to data-scientist or ml-engineering, or for operating a named solver.
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constrained-optimization plugin questions
How do I install the constrained-optimization plugin?
In Claude Code run /plugin marketplace add magnus919/agent-skills, then /plugin install constrained-optimization@magnus-agent-skills.
What does the constrained-optimization plugin include?
constrained-optimization bundles 1 skill.
How do I update or remove the constrained-optimization plugin?
Update it with claude plugin update constrained-optimization@magnus-agent-skills in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall constrained-optimization@magnus-agent-skills.