lab-tools
538
gage-rr-analyzer
Measurement System Analysis skill for Gage R&R studies with variance component analysis.
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lab-tools
538
air-pollution-control
Specialized skill for air pollution control equipment selection and design including scrubbers, baghouses, ESPs, oxidizers, and BACT/LAER determination.
a5c-ai
research
lab-tools
538
test-automation
Automated test equipment control and data acquisition skill for hardware validation, with VISA/SCPI instrument communication, test sequence scripting, and measurement uncertainty analysis.
a5c-ai
research
lab-tools
538
soundness-proof-assistant
Assist in constructing type soundness proofs using progress and preservation theorems
a5c-ai
research
lab-tools
538
master-data-quality-manager
Supply chain master data quality monitoring and improvement skill
a5c-ai
research
lab-tools
538
calibration-tools-skill
Sensor and robot calibration using specialized robotics calibration tools
a5c-ai
research
lab-tools
538
wandb-experiment-tracker
Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.
a5c-ai
research
lab-tools
538
mlflow-experiment-tracker
MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.
a5c-ai
research
scientific-computing
538
green-chemistry-metrics
Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity
a5c-ai
research
scientific-computing
538
monte-carlo-physics-simulator
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
a5c-ai
research
scientific-computing
538
gromacs-biosim-runner
GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
a5c-ai
research
scientific-computing
538
image-algorithm-validator
Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms
a5c-ai
research
scientific-computing
538
motion-capture-analyzer
Motion capture data processing and analysis skill for gait analysis and biomechanical studies
a5c-ai
research
scientific-computing
538
supply-chain-simulation-engine
Supply chain discrete-event simulation for scenario testing and optimization
a5c-ai
research
scientific-computing
538
hysys-dynamic-simulator
Aspen HYSYS integration skill for dynamic simulation, pressure-flow networks, and process dynamics
a5c-ai
research
scientific-computing
538
scale-up-process-analyzer
Process engineering skill for analyzing and optimizing nanomaterial synthesis scale-up from lab to production
a5c-ai
research
scientific-computing
538
gromacs-md-executor
GROMACS molecular dynamics skill for nanoparticle-biomolecule interaction simulations
a5c-ai
research
scientific-computing
538
experiment-planner-doe
Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing
a5c-ai
research
scientific-computing
538
ode-solver-library
Numerical methods for ordinary differential equations
a5c-ai
research
scientific-computing
538
pde-solver-library
Numerical methods for partial differential equations
a5c-ai
research
scientific-computing
538
maxima-cas-interface
Open-source computer algebra system for symbolic computation
a5c-ai
research
scientific-computing
538
nanoparticle-synthesis-optimizer
Synthesis parameter optimization skill for metal, semiconductor, and oxide nanoparticle production with automated protocol generation and reproducibility validation
a5c-ai
research
scientific-computing
538
thermal-analysis
Skill for thermal characterization workflows including DSC, TGA, DTA, TMA, and DMA for phase transitions, decomposition, and viscoelastic property analysis
a5c-ai
research
scientific-computing
538
supply-chain-digital-twin
Digital twin representation of supply chain for real-time monitoring and simulation
a5c-ai
research