neqsim-advanced-control-mpc-and-virtual-sensing SKILL.md skillA
neqsim-advanced-control-mpc-and-virtual-sensing from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add equinor/neqsim/neqsim-advanced-control-mpc-and-virtual-sensing@git:20261004.fc23e28Pins git:20261004.fc23e28 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- equinor/neqsim
- Path
.github/skills/neqsim-advanced-control-mpc-and-virtual-sensing/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261004.fc23e28, committed Oct 4, 2026
- Size
- 14,681 bytes
- Repository stars
- 167
- License
- Apache-2.0
Guides agents through ProcessLinkedMPC, ProcessLinearizer, ModelPredictiveController, VirtualFlowMeter, SoftSensor, and DataReconciliationEngine. USE WHEN: identifying a process model for MPC, exporting state-space or industrial controller models, estimating unmetered flow or properties, checking controller structures, detecting steady state, reconciling noisy measurements, or screening controller performance.
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
# Advanced Control, MPC, and Virtual Sensing ## When to use this Use this skill when NeqSim's existing dynamic/process model needs a controller-facing model, bounded receding-horizon control, a physics-based soft measurement, or steady-state data reconciliation. - `ProcessLinkedMPC` links configured manipulated, controlled, disturbance, and state variables to one existing `ProcessSystem`; it identifies local dynamics and computes/apply moves. - `ProcessLinearizer`, `StepResponseGenerator`, `StateSpaceExporter`, `IndustrialMPCExporter`, and `SubrModlExporter` create model-identification and integration artifacts. - `ModelPredictiveController` is a controller-device implementation with a first-order prediction model, constraints, feed-quality prediction, and optional moving-horizon estimation. It is not a DCS emulator. - `VirtualFlowMeter` and `SoftSensor` estimate quantities/properties from a stream's fluid and supplied operating conditions. They are screening/model estimates, not custody-transfer instruments. - `SteadyStateDetector` and `DataReconciliationEngine` screen input data and reconcile measured values against declared linear balance constraints. …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-advanced-control-mpc-and-virtual-sensing@sha256:45fef1161a16f0cbThe line at the top of this page pins the label git:20261004.fc23e28, 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_f5opk3judckbg6dh)
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Versions
The registry has recorded 1 version of this file, committed on Oct 4, 2026.
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 (14681 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
equinor/neqsim · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_f5opk3judckbg6dh GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-advanced-control-mpc-and-virtual-sensing GET https://markdownregistry.com/api/v1/blob/45fef1161a16f0cb00b4e9a66434c3ea3256cd48c66f059a53934c30becf8e8d
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.