Import RAO (Response Amplitude Operator) data from external sources including AQWA, OrcaFlex, and CSV files. Includes validation, interpolation, and conversion for OrcaFlex vessel type creation.
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Compare results across multiple OrcaFlex simulations for design verification, sensitivity studies, and configuration comparison. Includes pretension, stiffness, and force distribution analysis.
Audit, classify, and score OrcaFlex spec.yml files across the model library for quality, schema validity, and structure type categorization.
Automate OrcaFlex marine simulations via Python API for mooring, riser, and installation analysis
Troubleshoot and resolve OrcaFlex static analysis convergence issues. Diagnose common problems including line connectivity, tensions, environmental conditions, and numerical instabilities.
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.
Generate visualizations from OrcaFlex and OrcaWave simulations using the shared OrcFxAPI — model views (SaveModelView), time series plots, range graphs, and interactive HTML reports. Covers both .dat/.sim (OrcaFlex) and .owd (OrcaWave) files via the same API…
Production-proven OrcaFlex YAML traps and solutions covering dormant properties, boolean mismatches, section ordering, Pydantic integration, and section name aliases.
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…
Cross-validation specialist for comparing OrcaWave and AQWA diffraction analysis results. Provides statistical comparison, peak value validation, and automated benchmark reporting for hydrodynamic coefficient verification.
Viscous damping analysis for OrcaWave. Use when running parametric damping sweeps, optimizing roll damping coefficients, computing critical damping, or comparing damping results with model test data for vessel motion tuning.
Panel mesh generation for OrcaWave diffraction analysis. Use when converting CAD/STL to panel mesh, validating mesh quality, running convergence studies, or generating GDF files for hydrodynamic computations.
Multi-body hydrodynamic interaction analysis in OrcaWave. Use when setting up coupled vessel models, side-by-side operations, FPSO-tanker interactions, gap resonance studies, or hydrodynamic shielding calculations.
Second-order wave force QTF computation in OrcaWave. Use when computing mean drift forces, difference-frequency or sum-frequency QTFs, slow-drift response, or applying Newman approximation for offshore structures.
OrcaWave diffraction/radiation analysis — mesh, analysis, QTF, and integration
Integration specialist for converting OrcaWave diffraction results to OrcaFlex vessel types. Handles hydrodynamic database generation, RAO import, viscous damping addition, and coordinate system transformations.
Monitor and optimize well performance, production surveillance, and enhanced oil recovery operations
Perform probabilistic risk assessment with Monte Carlo simulations for offshore marine operations
6DOF ship dynamics, equations of motion, seakeeping analysis, and natural frequency calculations
Perform signal processing, rainflow cycle counting, and spectral analysis for fatigue and time series data. Use for analyzing stress time histories, computing FFT/PSD, extracting fatigue cycles (ASTM E1049-85), and batch processing OrcaFlex signals.
Run N-way diffraction solver benchmarks comparing AQWA, OrcaWave, and BEMRosetta results
Structural analysis for marine and offshore structures per DNV/API/ISO codes. Use when performing ULS/ALS limit state checks, column buckling, beam deflection, tubular joint capacity (DNV-RP-C203), or stiffened panel analysis. Covers section properties,…
Assess vortex-induced vibration (VIV) for risers and tubular members with natural frequency and safety factor calculations. Use for VIV susceptibility analysis, natural frequency calculation, vortex shedding assessment, and tubular member fatigue from VIV.
Ocean wave theory including wave spectra, statistics, irregular seas, and wave transformation for offshore engineering
AI-assisted maritime legal and casualty consulting — engineering-technical interface with admiralty proceedings
Domain expertise for petroleum engineering, reservoir analysis, production optimization, and energy industry operations across the full oil and gas value chain.
Apply American Petroleum Institute codes and standards for offshore structures and production systems
Reference ASTM standards for material properties, testing methods, and design code compliance
Apply DNV rules and recommended practices for offshore structures, pipelines, and marine classification
Apply ISO standards for materials, corrosion, safety, and oil and gas industry compliance
Apply NORSOK standards for Norwegian petroleum industry materials, safety, and structural design
Extract unstructured user reflections and learnings, distill core themes, route insights to existing GitHub issues as contextual comments rather than creating duplicates.
Extract field development information from external sources (LinkedIn posts, technical content), map against digitalmodel codebase coverage, document gaps, and create actionable GitHub issues.
Tax optimization for C-Corp engineering consulting firms investing in AI/R&D. Covers §174 amortization, §41 R&D credits, loan-to-equity conversion, NOL planning, and AI growth funding models.
Comprehensive tax consultant for C-Corp owners of NNN (triple-net) commercial properties. Covers Form 1120 preparation, cost segregation, depreciation schedules, NOL management, 1099 reconciliation, tenant reimbursement tracking, and IRS compliance.
Class-level tax filing strategy and packet assembly for C-Corp/personal/TaxAct workflows, including R&D strategy and strategic planning.
Deep multi-repo ecosystem audit → domain gap matrix → structured GitHub issue roadmap with epics. Use when the user wants to assess capabilities across repos and create a backlog of work items covering code, data, and documentation gaps.
Deep reconnaissance of an engineering solver domain (OrcaWave, OrcaFlex, CalculiX, OpenFOAM, etc.) across a multi-repo ecosystem — map infrastructure, issues, skills, data artifacts, machine constraints, and solver queue state before planning work.
Clone and analyze an external open-source repo (best practices, frameworks, workflow toolkits) to produce a gap analysis against our ecosystem and an adoption cadence plan. Use when a user shares a GitHub URL of a methodology/tooling repo and wants to extract…
Prevent shell-quoting and command-substitution bugs when posting GitHub issue/PR comments or editing bodies with gh CLI.