Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add equinor/neqsim --skill neqsim-reaction-engineeringgit 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-reaction-engineering)<a href="https://agentmods.dev/skills/equinor/neqsim/neqsim-reaction-engineering"><img src="https://agentmods.dev/badge/skills/equinor/neqsim/neqsim-reaction-engineering/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-reaction-engineering"><img src="https://agentmods.dev/badge/skills/equinor/neqsim/neqsim-reaction-engineering.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00085 | $0.03198 |
| Opus 5.5 | $0.00034 | $0.01279 |
| Sonnet 5.5 | $0.00017 | $0.00640 |
| Haiku 4.5 | $0.00009 | $0.00320 |
Grade A, and why
neqsim-reaction-engineering 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 1mo 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 — 317 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reaction Engineering Patterns
Guide for chemical reactor modeling in NeqSim using the reactor equipment classes.
Reactor Type Selection
| Reactor Type | NeqSim Class | When to Use |
|---|---|---|
| Equilibrium | GibbsReactor |
High-T reactions approaching equilibrium (reforming, combustion, water-gas shift) |
| Plug Flow (PFR) | PlugFlowReactor |
Tubular reactors with axial kinetics, catalytic fixed beds |
| Stirred Tank (CSTR) | StirredTankReactor |
Perfectly mixed, steady-state with kinetics |
| Stoichiometric | StoichiometricReaction |
Known fixed conversion, simple mass balance |
| CO2-specific equilibrium | GibbsReactorCO2 |
CO2 capture reactions with optimized convergence |
| Fermenter | Fermenter |
Bio-reactions, enzymatic processes |
Equilibrium Reactor (GibbsReactor)
Best for high-temperature reactions where equilibrium is reached.
Setup Pattern
import neqsim.process.equipment.reactor.GibbsReactor;
import neqsim.process.equipment.stream.Stream;
import neqsim.thermo.system.SystemSrkEos;
// Create feed fluid with reactants
SystemInterface fluid = new SystemSrkEos(273.15 + 800.0, 30.0);
fluid.addComponent("methane", 1.0);
fluid.addComponent("water", 3.0); // Steam-to-carbon ratio = 3
fluid.addComponent("hydrogen", 0.0001); // Products must be present
fluid.addComponent("CO", 0.0001);
fluid.addComponent("CO2", 0.0001);
fluid.setMixingRule("classic");
Stream feed = new Stream("feed", fluid);
feed.setFlowRate(1000.0, "kg/hr");
// Configure Gibbs reactor
GibbsReactor reactor = new GibbsReactor("SMR Reactor", feed);
reactor.setEnergyMode(GibbsReactor.EnergyMode.ISOTHERMAL);
reactor.setMaxIterations(5000);
reactor.setConvergenceTolerance(1e-8);
reactor.addInertComponent("nitrogen"); // Exclude from reaction
reactor.run();
// Check results
if (reactor.hasConverged()) {
Stream outlet = (Stream) reactor.getOutletStream();
double methaneConversion = reactor.getComponentConversion("methane");
double massBalErr = reactor.getMassBalanceError();
}
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.
- 1mo ago First seen · 317 lines · 85 tokens per session scan A 15b152fe7aad
neqsim-reaction-engineering is a skill published in the GitHub repository equinor/neqsim (156 stars, last pushed today), licensed Apache-2.0. It adds 85 tokens to every session and 3,198 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-03.
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