MikeTreml/MissionControl - Page 21

sensitivity-analysis-toolkit

Comprehensive sensitivity analysis for optimization

sensitivity-analysis-uq

Global sensitivity analysis methods

special-functions-library

Comprehensive special functions evaluation and manipulation

stan-bayesian-modeling

Stan probabilistic programming for Bayesian inference

sympy-computer-algebra

Symbolic computation using SymPy for Python-based mathematical analysis

zbmath-interface

Interface with zbMATH Open database

additive-manufacturing

Skill for additive manufacturing process selection, design optimization, and build preparation

cad-modeling

Expert skill for parametric 3D CAD model development with design intent and configuration management

cfd-fluids

Deep integration with computational fluid dynamics tools for internal and external flow analysis

change-management

Skill for engineering change request and order processing through PLM systems

cnc-programming

Expert skill for CNC programming and toolpath optimization using CAM software

design-review

Skill for formal design review preparation and execution (PDR/CDR)

dfm-review

Skill for design for manufacturing review and optimization

fai-inspection

Skill for first article inspection planning and execution per AS9102

failure-analysis

Systematic failure analysis methodology for mechanical component failures

fatigue-analysis

Specialized skill for fatigue life assessment and durability prediction under cyclic loading conditions

fea-structural

Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains

gdt-drawing

Specialized skill for geometric dimensioning and tolerancing specification per ASME Y14.5 and ISO 1101

heat-exchanger-design

Specialized skill for heat exchanger sizing, rating, and optimization per TEMA standards including shell-and-tube, plate, and air-cooled configurations

hvac-design

Skill for HVAC system design and analysis per ASHRAE standards including load calculations, equipment selection, and energy efficiency analysis

material-selection

Systematic material selection using Ashby methodology and performance indices

material-testing

Skill for planning and specifying mechanical material tests per ASTM standards

mechanism-design

Skill for mechanism kinematics, dynamics, and motion analysis

piping-stress

Skill for piping system stress analysis per ASME B31

pressure-vessel

Skill for pressure vessel design and analysis per ASME BPVC

process-planning

Skill for manufacturing process planning including operation sequencing and work instructions

requirements-flowdown

Skill for systematic requirements capture, decomposition, and traceability

test-correlation

Skill for correlating test results with analytical predictions and model validation

test-planning

Skill for comprehensive mechanical test plan development and execution support

thermal-analysis

Skill for thermal management design and heat transfer analysis across conduction, convection, and radiation including heat sink sizing and electronic cooling

tolerance-stackup

Skill for dimensional tolerance analysis and stack-up calculations

trade-study

Structured skill for conducting engineering trade studies and concept selection

vibration-analysis

Expert skill for modal analysis, frequency response, and vibration characterization of mechanical systems

welding-qualification

Skill for welding procedure development and qualification per AWS and ASME codes

afm-spm-analyzer

Atomic Force Microscopy and Scanning Probe Microscopy skill for nanoscale topography, mechanical, and electrical property mapping

ald-process-controller

Atomic Layer Deposition skill for conformal thin film deposition with atomic-level thickness control

characterization-workflow-orchestrator

Workflow automation skill for orchestrating multi-technique characterization sequences

cleanroom-metrology-controller

Nanofabrication metrology skill for process control with CD-SEM, ellipsometry, and profilometry

cleanroom-protocol-manager

Cleanroom operations skill for managing protocols, contamination control, and process flows

colloidal-stability-analyzer

Colloidal stability assessment skill for evaluating nanoparticle dispersion stability through zeta potential, aggregation kinetics, and shelf-life prediction