oee-pipeline SKILL.md skillA
oee-pipeline from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tinh2/skills-hub-registry/oee-pipeline@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tinh2/skills-hub-registry
- Path
analysis/oee-pipeline/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.1, committed Sep 2, 2026
- First version recorded
- May 23, 2026
- Size
- 14,098 bytes
- Repository stars
- 22
- License
- none declared
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# OEE Pipeline Generator 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 = Availability × Performance × Quality. World-class is ~85%. Most plants run 40-60%. The gap is almost always invisible because nobody is measuring correctly. Your job is to make it measurable in a few hours of work. ============================================================ === PRE-FLIGHT === ============================================================ Before generating any code, gather and verify: - [ ] **Data source identified.** What is the source of truth for production counts and machine state? - MQTT broker (most common in Industry 4.0 deployments — Sparkplug B preferred) - OPC UA endpoint (typical for greenfield brownfield with newer PLCs) - Modbus TCP/RTU (legacy PLCs — Allen-Bradley, Siemens S7, Mitsubishi) - Direct PLC tag read (Rockwell pylogix, Siemens snap7, Beckhoff ADS) - CSV / SQL export from existing MES (Ignition, Wonderware, Rockwell FactoryTalk) - Manual entry (last resort — generate web form scaffold) …
Read the whole file at its exact version.
How to install
mdr add tinh2/skills-hub-registry/oee-pipeline@sha256:81818ad6b943ad20The line at the top of this page pins the label v1.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dfn3i5ouo2vhf4ve)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 23, 2026 and Sep 2, 2026, about one every 103 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-09-02 | a5244eb | 14,098 B | A | view · diff |
| v1.0.0 | 2026-05-23 | 66f23da | 14,756 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14098 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tinh2/skills-hub-registry · 22 stars · license none declared · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dfn3i5ouo2vhf4ve GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/oee-pipeline GET https://markdownregistry.com/api/v1/blob/81818ad6b943ad2004890c2043d6ae96d323ba7caf532438c947c1211950705c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.