neqsim-production-optimization SKILL.md skillA

neqsim-production-optimization from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add equinor/neqsim/neqsim-production-optimization@git:20261023.92beb0d

Pins git:20261023.92beb0d 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-production-optimization/SKILL.md
Versions recorded
11
Latest version
git:20261023.92beb0d, committed Oct 23, 2026
First version recorded
Aug 13, 2026
Size
39,420 bytes
Repository stars
167
License
Apache-2.0

Production optimization, bottleneck analysis, decline curves and history matching (Arps, Duong), material-balance surveillance (OGIP/OOIP, drive indices, aquifer) and IOR/EOR screening with NeqSim. USE WHEN: optimizing rates, finding facility bottlenecks, forecasting profiles, fitting decline curves, estimating reserves, allocating gas lift, comparing production scenarios, or generating Eclipse/OPM VFPPROD lift-curve tables from a NeqSim pipe model.

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

# NeqSim Production Optimization Skill

Reference for production forecasting, optimization, bottleneck analysis, and
improved recovery using NeqSim's field development and process simulation tools.

---

## Production Profile Modeling

### Decline Curve Types

| Model | Formula | Use Case |
|-------|---------|----------|
| Exponential | $q(t) = q_i e^{-Dt}$ | Gas wells, constant decline |
| Hyperbolic | $q(t) = q_i (1 + bDt)^{-1/b}$ | Oil wells, b = 0.3-0.8 |
| Harmonic | $q(t) = q_i / (1 + Dt)$ | Hyperbolic with b = 1 |
| Plateau + exponential | Build-up → plateau → decline | Constrained by facility |

### Production Profile Generation

```java
ProductionProfile profile = new ProductionProfile();

// Method 1: Arps decline
profile.setDeclineModel(ProductionProfile.DeclineModel.EXPONENTIAL);
profile.setPeakRate(25000.0);         // boe/d
profile.setDeclineRate(0.15);         // 15% per year (Di)
profile.setPlateauDuration(3);        // years at peak
profile.setProjectLife(25);           // total years
double[] rates = profile.generateProfile();

// Method 2: Hyperbolic with b-factor
profile.setDeclineModel(ProductionProfile.DeclineModel.HYPERBOLIC);
profile.setHyperbolicB(0.5);
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add equinor/neqsim/neqsim-production-optimization@sha256:04d5a1381c7ff26d

The line at the top of this page pins the label git:20261023.92beb0d, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gr6mhbbvzfgtrk36.svg)](https://markdownregistry.com/a/art_gr6mhbbvzfgtrk36)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 11 versions of this file, between Aug 13, 2026 and Oct 23, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261023.92beb0d latest2026-10-23 92beb0d 39,420 BA view · diff
git:20261009.8d520252026-10-09 8d52025 39,199 BA view · diff
git:20261004.65535502026-10-04 6553550 38,493 BA view · diff
git:20260926.08d00282026-09-26 08d0028 36,934 BA view · diff
git:20260924.bbfc9862026-09-24 bbfc986 37,134 BA view · diff
git:20260921.d6c45ad2026-09-21 d6c45ad 35,174 BA view · diff
git:20260817.3557f962026-08-17 3557f96 29,821 BA view · diff
git:20260816.780b51e2026-08-16 780b51e 29,215 BA view · diff
git:20260815.483a26f2026-08-15 483a26f 28,519 BA view · diff
git:20260814.8e52bd42026-08-14 8e52bd4 27,739 BA view · diff
git:20260813.829def52026-08-13 829def5 27,043 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (39420 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 · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_gr6mhbbvzfgtrk36
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-production-optimization
GET https://markdownregistry.com/api/v1/blob/04d5a1381c7ff26de7c35ccbef5a377597bcf6956f60d5ff4140267d339e80b3

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.

More from equinor/neqsim

.cursorrules Cursor rule
equinor/neqsim · .cursorrules
git:20260418.119a3f4 · audit A · 167 stars
analyze-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-convergence/SKILL.md · Interpret flash algorithm convergence metrics, identify patterns, and produce
git:20260919.77c34a0 · audit A · 167 stars
analyze-gibbs-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-gibbs-convergence/SKILL.md · Interpret Gibbs energy minimization convergence metrics, analyze Jacobian
git:20260919.77c34a0 · audit A · 167 stars
book-creation SKILL.md skill
equinor/neqsim · .github/skills/book-creation/SKILL.md · PaperLab skill for book creation workflows in scientific writing and book production.
git:20260919.77c34a0 · audit B · 167 stars
design-flash-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-flash-benchmark/SKILL.md · Create a structured test matrix for comparing flash algorithm performance
git:20260919.77c34a0 · audit A · 167 stars
design-reactor-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-reactor-benchmark/SKILL.md · Create a structured test matrix for evaluating Gibbs energy minimization
git:20260919.77c34a0 · audit A · 167 stars
figure-discussion SKILL.md skill
equinor/neqsim · .github/skills/figure-discussion/SKILL.md · PaperLab skill for figure discussion workflows in scientific writing and book production.
git:20260919.77c34a0 · audit A · 167 stars
generate-publication-figures SKILL.md skill
equinor/neqsim · .github/skills/generate-publication-figures/SKILL.md · Create matplotlib figures that meet journal submission standards: correct fonts,
git:20260919.77c34a0 · audit A · 167 stars
journal-formatting SKILL.md skill
equinor/neqsim · .github/skills/journal-formatting/SKILL.md · Apply journal-specific formatting rules to transform a manuscript from Markdown
git:20260919.77c34a0 · audit A · 167 stars
neqsim-acid-gas-treating SKILL.md skill
equinor/neqsim · .github/skills/neqsim-acid-gas-treating/SKILL.md · Guides NeqSim agents through acid-gas and contaminant removal with SimpleAmineAbsorber, SimpleAmineRegenerator…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-advanced-control-mpc-and-virtual-sensing SKILL.md skill
equinor/neqsim · .github/skills/neqsim-advanced-control-mpc-and-virtual-sensing/SKILL.md · Guides agents through ProcessLinkedMPC, ProcessLinearizer, ModelPredictiveController, VirtualFlowMeter, SoftSensor, and…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-agent-handoff SKILL.md skill
equinor/neqsim · .github/skills/neqsim-agent-handoff/SKILL.md · Agent-to-agent communication schema for NeqSim. USE WHEN: composing multi-agent pipelines where one agent's output…
git:20260926.08d0028 · audit A · 167 stars

Every file in equinor/neqsim

Browse by kind, by grade A, or by owner.