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mfg-predictive-maintenance

100 / 100 · Low risk

Fine to try.

By charlieviettq/awesome-agent-skill (GitHub) · coding · 27 stars · scanned at commit c567ae4

Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL), and the P-F curve framework. Use this skill when the user needs to reduce unplanned downtime, transition from reactive to predictive maintenance, evaluate sensor/IoT investments, or estimate equipment failure probability — even if they say 'machines keep breaking down', 'when will this equipment fail', 'should we invest in IoT sensors', or 'reduce unplanned downtime'.

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.

Install

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

if [ -e ~/.agents/skills/'mfg-predictive-maintenance' ] || [ -L ~/.agents/skills/'mfg-predictive-maintenance' ]; then echo 'A skill folder named mfg-predictive-maintenance already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/charlieviettq/awesome-agent-skill' "$d" && git -C "$d" checkout --quiet 'c567ae426d55fa498e919fc0f5a37c582d5c7a2c' -- '.cursor/skills/asgard-ai-platform/mfg-predictive-maintenance' && mkdir -p ~/.agents/skills && cp -R "$d"/'.cursor/skills/asgard-ai-platform/mfg-predictive-maintenance' ~/.agents/skills/'mfg-predictive-maintenance' && 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/'mfg-predictive-maintenance' ~/.claude/skills/'mfg-predictive-maintenance' (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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