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.
curl -O https://raw.githubusercontent.com/equinor/neqsim/master/.github/skills/neqsim-distillation-design/SKILL.mdgit clone --depth 1 https://github.com/equinor/neqsimWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/equinor/neqsim/neqsim-distillation-design)<a href="https://agentmods.dev/skills/equinor/neqsim/neqsim-distillation-design"><img src="https://agentmods.dev/badge/skills/equinor/neqsim/neqsim-distillation-design/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/equinor/neqsim/neqsim-distillation-design"><img src="https://agentmods.dev/badge/skills/equinor/neqsim/neqsim-distillation-design.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
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 contentFix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
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.
| Model | Per session | Once 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 |
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.
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);
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.
- 11d ago First seen · 309 lines · 69 tokens per session scan A b578e7170bc8
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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