neqsim: Skill for Claude Code

.github/skills/neqsim-distillation-design/SKILL.md

neqsim-distillation-design is a skill for Claude Code, Codex from equinor/neqsim. It costs 69 tokens per session (3,421 once invoked), scanned A, original, Apache-2.0.

A NeqSim guide for designing and troubleshooting distillation columns. Distillation separates a liquid mixture into products using repeated vaporization and condensation.

In plain words
What is it for?
Use it to build column models, choose trays or packing, place feed stages, set reflux or heat input, investigate convergence, and assess column performance.
Why use it?
It provides setup and solver guidance for column models that can be difficult to configure or converge, including feeds, reflux, reboilers, and internal equipment.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

This is equinor/neqsim's own configuration. It tells Claude Code and Codex how to work on neqsim itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything neqsim configures →

Reuse

Borrowing it

Nothing to install: this file belongs to equinor/neqsim. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/equinor/neqsim/master/.github/skills/neqsim-distillation-design/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/equinor/neqsim

Made for: Claude Code, Codex.

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README.md
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Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,421 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium analysis-evasion · line 1
    Suspicious Unicode normalization or mixed-script content
    Fix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00069 $0.03421
Opus 5 $0.00034 $0.01710
Sonnet 5 $0.00014 $0.00684
Haiku 4.5 $0.00007 $0.00342

Measured 11d ago against content hash b578e7170bc8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

neqsim-distillation-design scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/skills/neqsim-distillation-design/SKILL.md · 309 lines

How it starts

The opening of the file, as written. The whole thing — 309 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Distillation Design Rules

Guide for distillation column modeling and design in NeqSim.

Column Setup Pattern

import neqsim.process.equipment.distillation.DistillationColumn;
import neqsim.process.equipment.stream.Stream;
import neqsim.thermo.system.SystemSrkEos;
import neqsim.thermo.system.SystemInterface;

// Create feed
SystemInterface feed = new SystemSrkEos(273.15 + 50.0, 15.0);
feed.addComponent("methane", 0.10);
feed.addComponent("ethane", 0.25);
feed.addComponent("propane", 0.30);
feed.addComponent("n-butane", 0.20);
feed.addComponent("n-pentane", 0.15);
feed.setMixingRule("classic");

Stream feedStream = new Stream("feed", feed);
feedStream.setFlowRate(10000.0, "kg/hr");
feedStream.setTemperature(50.0, "C");
feedStream.setPressure(15.0, "bara");
feedStream.run();

// Create column (name, stages, hasCondenser, hasReboiler)
DistillationColumn column = new DistillationColumn("Deethanizer", 15, true, true);
column.addFeedStream(feedStream, 8);  // Feed on stage 8

// Specifications
column.setCondenserTemperature(273.15 - 30.0);  // Kelvin
column.getReboiler().setHeatInput(1e6);          // Watts
// OR set reflux ratio:
// column.getCondenser().setRefluxRatio(2.5);

column.run();

Solver Selection

// Direct substitution (default) - robust sequential tray sweeps
column.setSolverType(DistillationColumn.SolverType.DIRECT_SUBSTITUTION);

// Inside-Out — faster for ideal/near-ideal systems
column.setSolverType(DistillationColumn.SolverType.INSIDE_OUT);

// Adaptive matrix inside-out — bypasses matrix setup on small columns,
// tries a component-balance matrix warm start on larger columns, then
// finishes with rigorous inside-out polishing
column.setSolverType(DistillationColumn.SolverType.MATRIX_INSIDE_OUT);

// Damped substitution - for difficult convergence
column.setSolverType(DistillationColumn.SolverType.DAMPED_SUBSTITUTION);

// MESH residual monitor - for residual auditing
column.setSolverType(DistillationColumn.SolverType.MESH_RESIDUAL);

// Naphtali-Sandholm - guarded simultaneous MESH residual Newton solver
column.setSolverType(DistillationColumn.SolverType.NAPHTALI_SANDHOLM);
// Optional: seed stage temperatures as initial guesses only, not fixed specs
column.setSeedTemperature(3, 273.15 + 45.0);
// Adjust max iterations
column.setMaxNumberOfIterations(200);

Read the full file on GitHub · 309 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 309 lines · 69 tokens per session scan A b578e7170bc8

Subscribe to this mod's changes

neqsim-distillation-design is a skill published in the GitHub repository equinor/neqsim (151 stars, last pushed today), licensed Apache-2.0. It adds 69 tokens to every session and 3,421 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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