a5c-ai/babysitter - Page 27

maxima-cas-interface

Open-source computer algebra system for symbolic computation

mcmc-diagnostics

MCMC convergence diagnostics and analysis

mixed-integer-optimization

Mixed-integer linear and nonlinear programming

monte-carlo-simulation

Monte Carlo methods for uncertainty quantification

multiple-testing-correction

Multiple comparison correction methods

nonlinear-optimization-solver

Solve general nonlinear optimization problems

numerical-linear-algebra-toolkit

High-performance numerical linear algebra operations

ode-solver-library

Numerical methods for ordinary differential equations

pde-solver-library

Numerical methods for partial differential equations

polynomial-chaos-expansion

Polynomial chaos for uncertainty propagation

power-sample-size-calculator

Statistical power analysis and sample size determination

proof-structure-analyzer

Analyze and restructure mathematical proofs for clarity and completeness

pymc-probabilistic-programming

PyMC for flexible Bayesian modeling

robust-statistics-toolkit

Robust statistical methods resistant to outliers

sage-math-interface

SageMath for comprehensive mathematical computation

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