Agent Skills: OpenSim Modeler Skill

OpenSim musculoskeletal modeling skill for biomechanical simulation and analysis

Biomechanics and Structural AnalysisID: a5c-ai/babysitter/opensim-modeler

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pnpm dlx add-skill https://github.com/a5c-ai/babysitter/tree/HEAD/library/specializations/domains/science/biomedical-engineering/skills/opensim-modeler

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library/specializations/domains/science/biomedical-engineering/skills/opensim-modeler/SKILL.md

Skill Metadata

Name
opensim-modeler
Description
OpenSim musculoskeletal modeling skill for biomechanical simulation and analysis

OpenSim Modeler Skill

Purpose

The OpenSim Modeler Skill facilitates musculoskeletal modeling and simulation using OpenSim, supporting biomechanical analysis, device design, and clinical research applications.

Capabilities

  • Model scaling to subject anthropometry
  • Inverse kinematics and dynamics
  • Static optimization
  • Computed muscle control
  • Joint reaction analysis
  • Custom model development
  • Prosthetic/orthotic integration
  • Muscle force estimation
  • Metabolic cost prediction
  • Sensitivity analysis
  • Model validation workflows

Usage Guidelines

When to Use

  • Creating subject-specific musculoskeletal models
  • Estimating muscle forces and joint loads
  • Evaluating prosthetic/orthotic designs
  • Supporting surgical planning

Prerequisites

  • Motion capture data available
  • Subject anthropometric measurements
  • Base musculoskeletal model selected
  • Experimental markers defined

Best Practices

  • Validate model scaling with experimental data
  • Assess inverse kinematics residuals
  • Verify physiological muscle activations
  • Document model modifications

Process Integration

This skill integrates with the following processes:

  • Gait Analysis and Musculoskeletal Modeling
  • Orthopedic Implant Biomechanical Testing
  • Clinical Study Design and Execution
  • Human Factors Engineering and Usability

Dependencies

  • OpenSim software
  • MATLAB/Python scripting
  • Motion capture data
  • Musculoskeletal model libraries
  • Computational resources

Configuration

opensim-modeler:
  model-types:
    - lower-extremity
    - upper-extremity
    - full-body
    - spine
  analysis-tools:
    - inverse-kinematics
    - inverse-dynamics
    - static-optimization
    - CMC
    - joint-reaction
  output-variables:
    - muscle-forces
    - joint-moments
    - joint-reactions
    - metabolic-cost

Output Artifacts

  • Scaled musculoskeletal models
  • Kinematics results
  • Muscle force estimates
  • Joint reaction forces
  • Simulation reports
  • Validation metrics
  • Sensitivity analysis results
  • Visualization files

Quality Criteria

  • Model scaling matches subject anthropometry
  • Inverse kinematics residuals acceptable
  • Muscle activations physiologically plausible
  • Joint reactions validated where possible
  • Results reproducible
  • Documentation complete