equinor/neqsim · .github/skills/neqsim-notebook-patterns/SKILL.md

neqsim-notebook-patterns skillA

neqsim-notebook-patterns is agent-read markdown (skill) from equinor/neqsim: Jupyter notebook patterns for NeqSim. USE WHEN: creating or reviewing Jupyter notebooks that use NeqSim for process simulation, thermodynamics, or PVT analysis. Covers devtools workspace setup, class imports, notebook structure, visualization requirements, and results.json schema..

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-notebook-patterns@git:20260714.06a800d
Exact content
mdr add equinor/neqsim/neqsim-notebook-patterns@sha256:d933dc6853cd8062

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

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Versions

versioncommittedcommitsizeaudit
git:20260714.06a800d latest2026-07-14 06a800d 22,940 BA view · diff
git:20260709.4a016a72026-07-09 4a016a7 22,345 BA view · diff
git:20260429.82964422026-04-29 8296442 19,444 BA view · diff
git:20260418.a3c26d62026-04-18 a3c26d6 18,494 BA view · diff
git:20260408.9d44b282026-04-08 9d44b28 18,466 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 (22940 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_bg7lyxppb2deeo76
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-notebook-patterns
GET https://markdownregistry.com/api/v1/blob/d933dc6853cd8062b16e28f3cb0d44ed5175c8d9ab6660c5bc81576f3a178c38

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