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custom-distance-metrics

100 / 100 · Low risk

Fine to try.

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

Define custom distance/similarity metrics for clustering and ML algorithms. Use when working with DBSCAN, sklearn, or scipy distance functions with application-specific metrics.

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 3 more folders with a skill named custom-distance-metrics. This page shows the lowest-scoring copy.

• skills/b1-one-shot-claude-opus-4-6/dbscan-parameter-tuning/custom-distance-metrics 100/100 · Low risk
• skills/b4-skill-creator-claude-opus-4-6/dbscan-parameter-tuning/custom-distance-metrics 100/100 · Low risk
• skills/b1-one-shot-gemini-3.1-pro-preview/dbscan-parameter-tuning/custom-distance-metrics 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/'custom-distance-metrics' ] || [ -L ~/.agents/skills/'custom-distance-metrics' ]; then echo 'A skill folder named custom-distance-metrics 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 "$d" checkout --quiet '726e1f79b96b0cb3d729d0e55a1c847e0b5353ae' -- 'skills/human_authored/dbscan-parameter-tuning/custom-distance-metrics' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/human_authored/dbscan-parameter-tuning/custom-distance-metrics' ~/.agents/skills/'custom-distance-metrics' && 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/'custom-distance-metrics' ~/.claude/skills/'custom-distance-metrics' (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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