Oee Pipeline
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.
Security AStatic scan found no risk patternsHow grading works ›
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 158,000+ 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.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
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.
Frequently asked questions
How do I install the Oee Pipeline Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/oee-pipeline/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Oee Pipeline skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Oee Pipeline skill?
Use Oee Pipeline when your Claude Code task falls under the Engineering category — specifically in the devops area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Oee Pipeline" or describe the task and let Claude pick). Browse related skills at
/category/engineering/.
What is a Claude Code skill and how does the Oee Pipeline skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Oee Pipeline is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
tinh2. (2026). Oee Pipeline [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/oee-pipeline/
BibTeX
@misc{oee-pipeline-2026,
author = {tinh2},
title = {Oee Pipeline [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/oee-pipeline/}
}
Embed this skill
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Security scan
Grade A · scanned 2026-07-23 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/oee-pipeline/#security)
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