equinor/neqsim · .github/skills/neqsim-plant-data/SKILL.md

neqsim-plant-data skillA

neqsim-plant-data is agent-read markdown (skill) from equinor/neqsim: Connecting NeqSim process simulations to plant historian data via tagreader. USE WHEN: reading data from OSIsoft PI or Aspen IP.21 historians, building tag mappings for process equipment, comparing simulated vs measured values, running digital twin loops, integrating NeqSim models with operational data, or extracting event windows for water-hammer screening. Covers tagreader API, tag mapping patterns, data quality handling, mock data generation, model-vs-plant comparison workflows, and valve/pum.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add equinor/neqsim/neqsim-plant-data@git:20260713.6e09b10
Exact content
mdr add equinor/neqsim/neqsim-plant-data@sha256:24457b9163cd333a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jrpcnf6uorpg7jrh.svg)](https://markdownregistry.com/a/art_jrpcnf6uorpg7jrh)

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Versions

versioncommittedcommitsizeaudit
git:20260713.6e09b10 latest2026-07-13 6e09b10 35,565 BA view · diff
git:20260711.7e106fc2026-07-11 7e106fc 29,849 BA view · diff
git:20260708.d19c2eb2026-07-08 d19c2eb 29,310 BA view · diff
git:20260510.f20567c2026-05-10 f20567c 28,718 BA view · diff
git:20260418.a3c26d62026-04-18 a3c26d6 24,980 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (35565 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

GitHub

equinor/neqsim · 153 stars · license Apache-2.0 · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_jrpcnf6uorpg7jrh
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-plant-data
GET https://markdownregistry.com/api/v1/blob/24457b9163cd333a30b3cc876590b393b71264b90277023756360822a493cd6d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.