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pareto-frontier-optimization

100 / 100 · Low risk

Fine to try.

By cxcscmu/SkillLearnBench (GitHub) · other · 93 stars · scanned at commit 726e1f7

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).

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Other copies in this repository

cxcscmu/SkillLearnBench has 2 more folders with a skill named pareto-frontier-optimization. This page shows the lowest-scoring copy.

• skills/b3-teacher-feedback-claude-haiku-4-5/dbscan-parameter-tuning/run1_pareto-frontier-optimization 100/100 · Low risk
• skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/run1_pareto-frontier-optimization 100/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'pareto-frontier-optimization' ] || [ -L ~/.agents/skills/'pareto-frontier-optimization' ]; then echo 'A skill folder named pareto-frontier-optimization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/cxcscmu/SkillLearnBench' "$d" && git -C "$d" checkout --quiet '726e1f79b96b0cb3d729d0e55a1c847e0b5353ae' -- 'skills/b4-skill-creator-gemini-3.1-pro-preview/dbscan-parameter-tuning/pareto-frontier-optimization' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/b4-skill-creator-gemini-3.1-pro-preview/dbscan-parameter-tuning/pareto-frontier-optimization' ~/.agents/skills/'pareto-frontier-optimization' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'pareto-frontier-optimization' ~/.claude/skills/'pareto-frontier-optimization' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history