Electrolyte and brine chemistry guidance for NeqSim. USE WHEN: modeling produced water, scale prediction, CO2/H2S in aqueous systems, MEG/DEG injection, hydrate inhibitor dosing, or any system with ions, salts, or electrolytes. Covers SystemElectrolyteCPAstatoil setup, ion components, scale risk assessment, and brine handling patterns.
NeqSim API patterns and code recipes. USE WHEN: writing Java or Python code that uses NeqSim for thermodynamic calculations, process simulation, or property retrieval. Covers EOS selection, fluid creation, flash calculations, property access, equipment patterns, and unit conventions.
Reaction engineering patterns for NeqSim. USE WHEN: modeling chemical reactors (equilibrium, kinetic, CSTR, PFR), setting up reaction systems, analyzing conversion/selectivity, or designing reactor networks. Covers GibbsReactor (equilibrium), PlugFlowReactor (kinetic PFR), StirredTankReactor (CSTR), KineticReaction setup, and CatalystBed configuration.
Dynamic simulation guidance for NeqSim. USE WHEN: running transient simulations, modeling startup/shutdown, tuning PID controllers, analyzing pressure/level dynamics, performing blowdown/depressurization, or setting up measurement devices and control loops. Covers runTransient, DynamicProcessHelper, controller tuning, and dynamic equipment configuration.
Work with ROR (Research-Information-System) for DICOM data exploration, workflow setup, and series selection in research PACS environments. This skill should be used when exploring medical imaging datasets, setting up processing workflows, querying DICOM series/studies by modality or metadata, or filtering patients/studies for batch processing.
Industry standards lookup and compliance tracking for NeqSim engineering tasks. USE WHEN: any engineering task requires standards compliance (API, ISO, NORSOK, DNV, ASME, EN, ASTM), risk assessment, or safety analysis. Provides equipment-to-standards mapping, database query patterns, results.json schema for standards_applied, and risk standards quick-reference.
Reads Honeywell UniSim Design / Aspen HYSYS .usc files via COM automation and converts them to NeqSim ProcessSystem / ProcessModule structures. USE WHEN: a user has UniSim/HYSYS simulation files and wants to recreate or compare the model in NeqSim. Covers COM API navigation, component mapping, EOS mapping, operation type mapping, topology reconstruction, sub-flowsheet handling, and result verification.
Connecting NeqSim process simulations to plant historian data via tagreader. USE WHEN: reading data from OSIsoft PI or Aspen IP.21 historians, building tag mappings for process equipment, comparing simulated vs measured values, running digital twin loops, or integrating NeqSim models with operational data. Covers tagreader API, tag mapping patterns, data quality handling, mock data generation, and model-vs-plant comparison workflows.
Jupyter notebook patterns for NeqSim. USE WHEN: creating or reviewing Jupyter notebooks that use NeqSim for process simulation, thermodynamics, or PVT analysis. Covers dual-boot setup cell, class imports (devtools vs pip), notebook structure, visualization requirements, and results.json schema.
CO2 capture, transport, storage (CCS) and hydrogen systems patterns for NeqSim. USE WHEN: modeling CO2 pipelines, injection wells, impurity effects on phase behavior, CO2 dense phase transport, hydrogen blending, electrolysis, or any CCS/H2 value chain analysis. Covers CO2 phase behavior, impurity management, well integrity, and hydrogen systems.
Extract, classify, deduplicate, and enrich IOCs from investigation artifacts; map to STIX 2.1 observables
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Use when implementing collision detection, trace queries, physics simulation, or physical interactions in Unreal Engine. Triggers on: 'collision', 'trace', 'LineTrace', 'line trace', 'overlap', 'physics', 'hit result', 'sweep', 'collision channel', 'physics body', 'Chaos', 'raytrace', 'OnHit', 'OnBeginOverlap'. See related skills for component architecture and AI navigation.
A well-formed example skill for testing the validator.
Monitor Android device battery status, level, charging state, temperature, and health.
Get Android environmental sensor data - temperature, humidity, pressure, and ambient light level.
Implements ray picking and collision detection. Use when selecting objects, detecting block interactions, or optimizing raycaster performance.
Find visually or functionally similar products from an image, name, or description.
Compare 2+ products side-by-side on environmental impact metrics. Normalizes declared units, checks system boundary alignment, and flags LEED MRc2 compliance.
American Fuzzy Lop Plus Plus mutation-based fuzz testing for finding crashes, hangs, and security vulnerabilities in binary programs.
Comprehensive Karma test runner skill for browser-based JavaScript unit testing with Jasmine, Mocha, or QUnit frameworks, real browser execution, coverage reporting, and CI/CD pipeline integration.
Comprehensive guide to test doubles including mocks, stubs, spies, fakes, and dummies with when-to-use guidelines and anti-pattern avoidance.
Integration testing with Sentry for error tracking, performance monitoring, and release health verification in production environments.
Testing distributed tracing and observability instrumentation with OpenTelemetry including span verification, metric collection, and log correlation.
