NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation
This repository also configures its own agents. See what neqsim tells them →
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Check whether a PaperLab course book prepares students for the associated exercises and exams. Use this when a book has source folders with exams, exercise PDFs, review chapters, learning objectives, or end-of-chapter questions.
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Review and design PaperLab exercise sets with intentional progression from conceptual checks to calculation, design, uncertainty, and capstone tasks.
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Create compact teaching timelines for field-development books. Use this when case studies, NCS regulatory steps, PDO decisions, project gates, or CCS value chain milestones need to be placed in chronological context.
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Audit PaperLab figures for accessibility, readability, engineering plotting conventions, print safety, and style consistency across chapters.
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Convert PaperLab research questions into falsifiable hypotheses, benchmark matrices, statistical tests, and acceptance criteria for computational papers.
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Build instructor resources from PaperLab books: lecture outlines, slide plans, question banks, solution manuals, rubrics, labs, and exam variants.
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Design safe interactive HTML labs from PaperLab notebooks, with bounded inputs, static fallbacks, and student prompts. Use when turning computational examples into guided learning activities.
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Map PaperLab learning objectives to sections, figures, notebooks, examples, exercises, and assessments. Use when verifying that a chapter or whole book delivers on its stated student outcomes.
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Find and track public calls for papers, special issues, conferences, and themed collections relevant to PaperLab and NeqSim research topics.
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Curate reference datasets for PaperLab validation, including source tracing, unit normalization, uncertainty notes, license status, and citation mapping.
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Living tasks and continuous task solving with NeqSim (neqsim task-living/task-cycle/task-solve/task-resume/task-update/task-backtest/task-schedule/task-promote/task-report/task-ledger). USE WHEN: a solved task must keep improving daily or on events, resume from persisted state, detect technical-evidence changes and…
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Guides NeqSim agents through acid-gas and contaminant removal with SimpleAmineAbsorber, SimpleAmineRegenerator, SystemKentEisenberg, SystemDesmukhMather, RateBasedAbsorber, MembraneSeparator, and PressureSwingAdsorptionBed. USE WHEN: screening CO2/H2S sweetening, setting up amine absorption and regeneration, comparing…
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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…
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Equipment capacity constraints, bottlenecks, utilization snapshots, KPI/response DTOs, validated automation writes and GOR/MPFM rate fitting (CapacityConstraint, BottleneckTracker, ProcessAutomation, ProductionRateFitter, BroydenAccelerator). USE WHEN: asked what limits a flowsheet, how to expose a capacity margin…
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Guides agents in choosing equilibrium-stage versus rate-based packed columns, selecting solvers, sizing trays/packing, and checking hydraulic limits. USE WHEN: a user asks about tray or packing selection, column diameter, flooding, weeping, pressure drop, HETP, mass-transfer rates, or solver choice. Anchors…
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Guides agents through NeqSim energy-bus coupling and facility electrification. USE WHEN: users ask to balance electrical or thermal buses, couple process demand to energy supply, screen power-from-shore, compare electric/gas/steam drivers, dispatch wind/solar/gas turbines, assess turbine degradation or wash intervals…
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Guides agents through NeqSim EngineeringProject, EngineeringDesignLoop, PidDesignSynthesizer, DexpiEngineeringExporter, EngineeringDeliverableCompiler, and EngineeringApprovalLedger. USE WHEN: building a governed engineering design basis, iterating equipment design modules over cases, synthesizing and checking P&IDs…
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Guides integrated production and lifecycle studies using IntegratedProductionModel, WellDeliverabilityCurve, TieInCapacityPlanner, FieldLifecycleEvaluator, CashFlowEngine, and ReservoirCouplingExporter. USE WHEN: a user asks to couple well deliverability with a gathering network, match well tests, allocate limited gas…
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This skill guides agents through NeqSim operational risk simulation and evidence-based safety review. USE WHEN: generating failure scenarios, running transient ESD tests, reviewing open drains or process safety systems, checking P-002/STS0131 gates, or estimating dynamic, portfolio, condition-based, or real-time risk.…
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Guides agents through NeqSim pipeline and terminal networks. USE WHEN: users ask to solve a looped gathering/export network, optimize well and choke settings, apply nominations or quality limits, track gas linepack or transient composition, blend crude, or schedule terminal tanks and cargoes. Anchors…
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Guides agents through ProcessResearcher, ProcessResearchSpec, ProcessCandidateGenerator, ProcessSynthesisGraph, ProcessSynthesisTemplateLibrary, and ProcessSuperstructureExporter. USE WHEN: a user wants candidate flowsheets generated from feed/product goals, bounded process-network paths compared, reaction routes…
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Guides agents through NeqSim produced-water treatment and solids separation. USE WHEN: users ask to screen produced-water oil removal, hydrocyclone or flotation performance, solids split/dewatering, filtration pressure drop, crystallization, liquid-liquid extraction, water degassing, or pipeline…
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Assay characterization, crude-blend planning, crude-column reference cases, ASTM D86 and hydrotreating balance receipts (OilAssayCharacterisation, RefineryAssayBlend, RefineryLinearBlendOptimizer, RefineryHydrotreatingSulfurNitrogenBalance, StandardASTMD86). USE WHEN: asked to characterize a crude assay, blend…
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This skill guides agents through NeqSim release-source-term calculations. USE WHEN: estimating a leak or rupture rate, selecting an orifice or pipe-decompression model, building a time-resolved source term, or handing release conditions to fire or dispersion analysis. Anchors: ReleaseFlowRequest, ReleaseFlowResult…
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