equinor/neqsim · .github/skills/neqsim-optimization-and-doe/SKILL.md

neqsim-optimization-and-doe skillA

neqsim-optimization-and-doe is agent-read markdown (skill) from equinor/neqsim: Process flowsheet optimization and Design of Experiments using NeqSim's built-in stack — SQP for constrained NLP, Particle Swarm / Nelder-Mead for global / non-smooth, ProductionOptimizer for throughput, MultiObjectiveOptimizer for Pareto, BatchStudy for parallel sweeps, MonteCarloSimulator for uncertainty, ProcessSimulationEvaluator for SciPy/NLopt/Pyomo bridging. USE WHEN: a task involves minimize/maximize over decision variables, sensitivity studies, Pareto trade-offs, max throughput, paramet.

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-optimization-and-doe@v1.0.0
Exact content
mdr add equinor/neqsim/neqsim-optimization-and-doe@sha256:f07c326def12593c

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_mg3xtnlghrqnzmef.svg)](https://markdownregistry.com/a/art_mg3xtnlghrqnzmef)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-13 6e09b10 19,600 BA view · diff
v1.0.02026-06-14 5409c51 18,261 BA view · diff
v1.0.02026-04-26 f35556c 17,861 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 (19600 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_mg3xtnlghrqnzmef
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-optimization-and-doe
GET https://markdownregistry.com/api/v1/blob/f07c326def12593c856295dccd6e7be6c944a6ab14b9c45bd1a66cbf6200ab16

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