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dbscan-custom-metric

80 / 100 · Low risk

Fine to try.

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

Run DBSCAN clustering with a custom distance metric using sklearn, including how to define weighted Euclidean metrics and extract cluster centroids.

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

cxcscmu/SkillLearnBench has 4 more folders with a skill named dbscan-custom-metric. This page shows the lowest-scoring copy.

• skills/b4-skill-creator-claude-sonnet-4-6/dbscan-parameter-tuning/dbscan-custom-metric 100/100 · Low risk
• skills/b3-teacher-feedback-claude-opus-4-6/dbscan-parameter-tuning/run1_dbscan-custom-metric 100/100 · Low risk
• skills/b1-one-shot-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/dbscan-custom-metric 100/100 · Low risk
• skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/dbscan-parameter-tuning/run1_dbscan-custom-metric 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/'dbscan-custom-metric' ] || [ -L ~/.agents/skills/'dbscan-custom-metric' ]; then echo 'A skill folder named dbscan-custom-metric 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 "$d" checkout --quiet '726e1f79b96b0cb3d729d0e55a1c847e0b5353ae' -- 'skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/dbscan-custom-metric' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/b1-one-shot-claude-sonnet-4-6/dbscan-parameter-tuning/dbscan-custom-metric' ~/.agents/skills/'dbscan-custom-metric' && 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/'dbscan-custom-metric' ~/.claude/skills/'dbscan-custom-metric' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for cxcscmu/SkillLearnBench shows the score of its lowest-scoring skill.

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Score history