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Video Anomaly Detection with VideoMAE

100 / 100 · Low risk

Fine to try.

By ECNU-ICALK/AutoSkill (GitHub) · coding · 613 stars · scanned at commit 94c47ca

A Python program to detect anomalies in videos using the VideoMAEForPreTraining model. It processes videos by dividing them into 16-frame clips, extracts embeddings using an unmasked boolean mask, and compares them against a normal behavior profile using Mean Squared Error (MSE).

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

ECNU-ICALK/AutoSkill has 1 more folder with a skill named Video Anomaly Detection with VideoMAE. This page shows the lowest-scoring copy.

• SkillBank/ConvSkill/english_gpt4_8_GLM4.7/video-anomaly-detection-with-videomae 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/'video-anomaly-detection-with-videomae' ] || [ -L ~/.agents/skills/'video-anomaly-detection-with-videomae' ]; then echo 'A skill folder named video-anomaly-detection-with-videomae already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ECNU-ICALK/AutoSkill' "$d" && git -C "$d" checkout --quiet '94c47ca488d4ba4117d20272e66d49b9877e68cf' -- 'SkillBank/ConvSkill/english_gpt4_8/video-anomaly-detection-with-videomae' && mkdir -p ~/.agents/skills && cp -R "$d"/'SkillBank/ConvSkill/english_gpt4_8/video-anomaly-detection-with-videomae' ~/.agents/skills/'video-anomaly-detection-with-videomae' && 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/'video-anomaly-detection-with-videomae' ~/.claude/skills/'video-anomaly-detection-with-videomae' (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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