Applies rigorous critical analysis to evaluate claims, arguments, and research. Use when evaluating evidence quality, peer reviewing content, assessing argument validity, or identifying weaknesses in reasoning. Triggers on phrases like "critically analyze", "evaluate this", "review this paper", "check the logic", "assess the evidence", "find flaws", "peer review".
Weather and pollen reports for any location using free APIs. Get current conditions, forecasts, and pollen data.
Chemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
Build comprehensive 3-5 year financial models projecting revenue, expenses, headcount, cash flow, and runway. Model unit economics, scenario planning, and path to profitability. Generate investor-ready HTML reports with detailed projections and charts.
Systematically validate business ideas with proven scoring frameworks. Produces comprehensive 2,000-3,000 word validation report with actionable recommendations and go/no-go decision.
Viscous damping analysis specialist for OrcaWave. Handles parametric damping studies, roll damping optimization, critical damping calculations, and comparison with model test data for vessel motion tuning.
Verify OrcaFlex model results against industry standards (DNV, API, ISO). Perform capacity checks, safety factor verification, and compliance reporting for offshore structures.
Iterate mooring line lengths to achieve target pretensions using scipy optimization, Newton-Raphson, or EA-based methods. Use for mooring system design, pretension optimization, and CALM/SALM buoy configuration.
Generate OrcaFlex models from templates using component assembly with lookup tables for vessels, risers, materials, and environments.
Setup, configure, and run OrcaFlex hydrodynamic simulations using the universal runner. Use for marine/offshore analysis including static analysis, dynamic simulations, mooring analysis, and batch processing of OrcaFlex models.
Perform modal and frequency analysis on OrcaFlex models to extract natural frequencies, mode shapes, and identify dominant DOF responses. Use for VIV assessment, resonance identification, and structural dynamics characterization.
Systematic malware triage and initial assessment workflow for professional malware analysis. Use when the user needs to perform initial malware assessment, classify samples, determine analysis priority, identify quick indicators, or decide on next analysis steps. Also use for rapid malware identification and threat classification.
Multi-body hydrodynamic interaction specialist for OrcaWave. Handles coupled vessel analysis, side-by-side operations, FPSO-tanker interactions, gap resonance, and hydrodynamic shielding effects.
Configure 6-DOF vessels in OrcaFlex with hydrodynamic properties, RAO import from AQWA, and vessel type creation. Covers initial position, orientation, calculation settings, and motion options.
Create and analyze OrcaFlex models for offshore installation sequences including subsea structure lowering, pipeline installation, and crane operations. Generate models at multiple water depths and orientations for installation feasibility studies.
Integrate with AQWA hydrodynamic software for RAO computation, damping analysis, and coefficient extraction. Use for AQWA file processing, RAO calculation, hydrodynamic coefficient extraction, and pre/post processing workflows.
Create detection rules and hunting queries from malware analysis findings. Use when you need to write Sigma rules for SIEM, Suricata rules for network IDS, defang IOCs for safe sharing, or convert analysis findings into actionable detection content for SOC teams and threat hunters.
Compare 3D CAD models using boolean operations (IoU, Dice, precision/recall). Use when evaluating generated models against gold references, diffing CAD revisions, or computing similarity metrics for ML training. Triggers on: model diff, compare models, IoU, intersection over union, model similarity, CAD comparison, STEP diff, 3D evaluation, gold reference, generated model, precision recall 3D.
Manage hydrodynamic coefficients, wave spectra, and environmental loading for vessel response analysis. Use for 6×6 matrix management, wave spectrum modeling, OCIMF loading calculations, and RAO interpolation.
Expert agent for OrcaWave diffraction/radiation analysis with deep expertise in marine hydrodynamics and panel method computations. Use for wave-structure interaction, added mass/damping calculations, QTF computation, and OrcaFlex hydrodynamic database generation.
Panel mesh generation and optimization specialist for OrcaWave diffraction analysis. Handles CAD-to-panel mesh conversion, mesh quality validation, convergence studies, and GDF file generation for hydrodynamic computations.
Integration specialist for converting OrcaWave diffraction results to OrcaFlex vessel types. Handles hydrodynamic database generation, RAO import, viscous damping addition, and coordinate system transformations.
Second-order wave force specialist for QTF (Quadratic Transfer Function) computation in OrcaWave. Handles mean drift, difference-frequency, sum-frequency forces, and slow-drift response analysis for offshore structures.
Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features".
