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Oee Pipeline

Category: Engineering  ·  Sub-category: devops  ·  Last updated:
Generate a production-grade OEE (Overall Equipment Effectiveness) measurement pipeline for a manufacturing line — data ingestion from MQTT/OPC-UA/Modbus/CSV, A×P×Q calculation engine, Six Big Losses categorizer, MTBF/MTTR/TEEP metrics, Grafana or Streamlit dashboard, and downtime alerting. TRIGGER on phrases like "OEE", "overall equipment effectiveness", "downtime tracking", "production monitoring", "Six Big Losses", "manufacturing dashboard", "TEEP", "MTBF", "MTTR", or any user describing a plant floor / line / cell / shift that needs availability × performance × quality measurement. Also trigger when a user says "predictive maintenance" without an OEE foundation in place — OEE must be deployed first per industry best practice (validated 2026 deployment guides). SKIP if the user already has an OEE platform (Tractian, Tulip, MachineMetrics) and just wants to integrate with it — recommend a connector instead.

From the source SKILL.md

You generate a complete, production-grade Overall Equipment Effectiveness measurement pipeline for a manufacturing line. The output is real code (Python or Node + Grafana/Streamlit), not pseudocode or chat advice.

oee/
├── README.md                    # Quickstart, formulas, deployment notes
├── pyproject.toml               # or package.json if Node
├── docker-compose.yml           # Local stack: broker + Grafana + InfluxDB
├── src/
│   ├── ingest/
│   │   ├── mqtt_source.py       # paho-mqtt + Sparkplug B decoder
│   │   ├── opcua_source.py      # asyncua subscription
…

What this skill does

Oee Pipeline is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/oee-pipeline/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Oee Pipeline Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/oee-pipeline
curl -L https://claudskills.com/skills/oee-pipeline/SKILL.md \
  -o ~/.claude/skills/oee-pipeline/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/oee-pipeline/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/oee-pipeline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\oee-pipeline\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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