mcpbeat

Pareto Frontier Optimization

cxcscmu/skilllearnbench-dbscan-parameter-tuning-pareto-frontier-optimization

Compute the Pareto frontier for multi-objective optimization. Use this skill whenever a task requires finding optimal trade-offs between conflicting metrics (e.g., maximize F1, minimize distance).

520 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
77
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/cxcscmu/SkillLearnBench --skill pareto-frontier-optimization

How to use it

Copy the folder

Take cxcscmu/skilllearnbench-dbscan-parameter-tuning-pareto-frontier-optimization from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.