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Detecting Data Anomalies

100 / 100 · Low risk

Fine to try.

By BbgnsurfTech/claude-skills-collection (GitHub) · data · 29 stars · scanned at commit 01d3faf

This skill empowers Claude to identify anomalies and outliers within datasets. It leverages the anomaly-detection-system plugin to analyze data, apply appropriate machine learning algorithms, and highlight unusual data points. Use this skill when the user requests anomaly detection, outlier analysis, or identification of unusual patterns in data. Trigger this skill when the user mentions "anomaly detection," "outlier analysis," "unusual data," or requests insights into data irregularities.

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

BbgnsurfTech/claude-skills-collection has 1 more folder with a skill named Detecting Data Anomalies. This page shows the lowest-scoring copy.

• plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/anomaly-detection-system_20251020_023958/skills/skill-adapter 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/'detecting-data-anomalies' ] || [ -L ~/.agents/skills/'detecting-data-anomalies' ]; then echo 'A skill folder named detecting-data-anomalies already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BbgnsurfTech/claude-skills-collection' "$d" && git -C "$d" checkout --quiet '01d3fafeca1133f841956b8b90b939fee92d71e7' -- 'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/anomaly-detection-system_20251019_190036/skills/skill-adapter' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/claude-code-plugins-plus/backups/plugin-enhancements/plugin-backups/anomaly-detection-system_20251019_190036/skills/skill-adapter' ~/.agents/skills/'detecting-data-anomalies' && 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/'detecting-data-anomalies' ~/.claude/skills/'detecting-data-anomalies' (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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