System Dynamics Modeler
Model complex system dynamics with feedback loops, delays, and emergent behavior analysis
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cli-tool/components/commands/simulation/system-dynamics-modeler.md
--- allowed-tools: Read, Write, Edit, WebSearch argument-hint: [system-type] | --business-ecosystem | --organizational-dynamics | --market-evolution | --feedback-loops description: Model complex system dynamics with feedback loops, delays, and emergent behavior analysis --- # System Dynamics Modeler Model complex system dynamics with comprehensive feedback analysis and emergent behavior prediction: **$ARGUMENTS** ## Current System Context - System type: Based on $ARGUMENTS (business ecosystem, organizational dynamics, market evolution, feedback loops) - System boundaries: Components, stakeholders, and environmental factors included in the model - Key variables: Stock and flow variables, feedback mechanisms, and delay structures - Behavior patterns: Current system performance and historical dynamics ## Task Build comprehensive system dynamics model with feedback loops and emergent behavior analysis: **System Type**: Use $ARGUMENTS to model business ecosystems, organizational dynamics, market evolution, or feedback loop systems **System Dynamics Framework**: 1. **System Architecture** - Stock and flow identification, causal loop mapping, and boundary definition 2. **Feedback Structure** - Reinforcing loops, balancing loops, and delay modeling with policy resistance analysis 3. **Dynamic Simulation** - Time-based behavior analysis, scenario testing, and sensitivity analysis 4. **Emergent Behavior** - Non-linear effects, unintended consequences, and system archetypes identification 5. **Policy Testing** - Intervention analysis, leverage point identification, and strategy optimization 6. **Learning Laboratory** - What-if experimentation, mental model testing, and insight generation **Advanced Features**: Nonlinear modeling, stochastic elements, multi-level hierarchy modeling, and behavioral dynamics integration. **Strategic Applications**: Policy design, organizational change, strategic planning, and complex problem solving with systems thinking. **Output**: Complete system dynamics model with causal structure, simulation results, policy recommendations, and strategic insights for complex system optimization and management.
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MIT License Copyright (c) 2025 Daniel (San) Ávila Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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