agentsclimarketplace
Sign in

Run2 pareto optimization

Skill cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/run2_pareto-optimization

Identifying the Pareto frontier for a set of results, efficient implementation.From its SKILL.md

Install
npx -y skills add cxcscmu/SkillLearnBench --skill run2_pareto-optimization

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

SKILL.md

0.3 KB, 57 tokens by cl100k_base, as published. Nobody here has run it

Logic

  1. Compare each point with all others in O(N^2) complexity.
  2. Ensure the condition covers all edge cases (e.g., F1=F1 and delta=delta).
  3. The result of a Pareto frontier search should include unique points.

What ships with it

Read from the repository

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

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.