Type approval documentation and certification management

GA4GH standards compliance skill for data sharing and interoperability

MaxQuant mass spectrometry skill for protein identification and quantification

MetaPhlAn metagenomic profiling skill for species-level community composition

Perseus statistical analysis skill for proteomics data analysis and visualization

QIIME2 microbiome analysis skill for 16S rRNA profiling and diversity analysis

Biocompatibility test selection and protocol recommendation skill based on device categorization

DICOM conformance testing and integration skill for medical imaging systems

Biological evaluation planning skill implementing ISO 10993-1 for biocompatibility testing strategy

Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints

Tissue engineering scaffold design optimization skill for pore size, porosity, and mechanical properties

Medical device software verification and validation test case generation skill

Performance test design skill for test planning, data collection, and acceptance criteria verification

PID controller tuning skill for loop optimization using various tuning methods and performance criteria

Safety Integrity Level calculation skill for SIF design and verification per IEC 61511

CSI MasterFormat specification writing skill for construction document preparation

Environmental impact assessment skill for NEPA, wetlands, and endangered species screening

Seismic hazard analysis skill for site classification, spectral acceleration, and design response spectrum generation

Manage benchmarks for algorithm engineering experiments and evaluations

Reference implementations and specifications of consensus protocols

Component and system reliability prediction and analysis skill with MTBF/MTTF calculations, failure rate databases, FMEA/FMECA support, fault tree analysis, and accelerated life testing data analysis.

Automated test equipment control and data acquisition skill for hardware validation, with VISA/SCPI instrument communication, test sequence scripting, and measurement uncertainty analysis.

A3 problem-solving skill for structured problem analysis and countermeasure development.

Benchmarking analysis skill for performance comparison and best practice identification.

Capacity requirements planning skill with demand-capacity analysis and strategic capacity decisions.

Statistical process control chart creation and analysis skill with control limit calculation and special cause detection.

Decision tree analysis skill with expected value, risk analysis, and utility theory.

Demand forecasting skill with statistical and machine learning methods.

Discrete event simulation skill for modeling and analyzing complex systems with stochastic processes.

Statistical distribution fitting skill for input modeling in simulation and analysis.

Design of Experiments planning and analysis skill for factorial and response surface experiments.

Failure Mode and Effects Analysis facilitation skill for risk identification and prioritization.

Measurement System Analysis skill for Gage R&R studies with variance component analysis.

Integer and mixed-integer programming skill for combinatorial optimization problems with discrete decision variables.

Kaizen event facilitation skill for rapid improvement workshops and action planning.

Mathematical programming skill for formulating and solving linear programming models for resource allocation, production planning, and capacity optimization.

Multi-criteria decision analysis skill with AHP, TOPSIS, and weighted scoring methods.

Network optimization skill for transportation, assignment, and flow problems on graph structures.

NIOSH Lifting Equation calculator for manual material handling risk assessment.

PDCA cycle tracking skill for plan-do-check-act improvement management.

Process capability analysis skill with Cp, Cpk, Pp, Ppk calculations and specification compliance assessment.

Queuing theory analysis skill for analytical evaluation of waiting line systems.

Systematic root cause analysis skill with multiple investigation methodologies.

Rapid Upper Limb Assessment (RULA) and Rapid Entire Body Assessment (REBA) skill for posture evaluation.

Simulation experimental design skill for efficient scenario analysis and optimization.

Single Minute Exchange of Die analysis skill for changeover time reduction.

Standard work documentation skill for work instruction creation and maintenance.

Takt time and cycle time analysis skill for production line balancing and capacity planning.

Time study analysis skill with stopwatch methods, performance rating, and standard time calculation.

Value stream mapping skill for current state analysis, waste identification, and future state design.