Agent skill

systems-dynamics-modeler

Skill for building and simulating systems dynamics models

Stars 514
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/science/scientific-discovery/skills/systems-dynamics-modeler

Metadata

Additional technical details for this skill

domain
science
category
Hypothesis Development
skill id
SK-SCIDISC-012
specialization
scientific-discovery

SKILL.md

Systems Dynamics Modeler Skill

Purpose

Build and simulate systems dynamics models to understand complex system behavior, feedback loops, and emergent phenomena.

Capabilities

  • Build stock-flow diagrams
  • Model feedback loops
  • Simulate system behavior
  • Analyze equilibria
  • Perform sensitivity analysis
  • Generate scenarios

Usage Guidelines

  1. Define system boundaries
  2. Identify stocks and flows
  3. Model feedback loops
  4. Parameterize model
  5. Run simulations
  6. Analyze results

Process Integration

Works within scientific discovery workflows for:

  • Complex systems analysis
  • Policy modeling
  • Scenario planning
  • Behavior prediction

Configuration

  • Model parameters
  • Simulation settings
  • Visualization options
  • Output formats

Output Artifacts

  • System diagrams
  • Simulation results
  • Scenario analyses
  • Behavior reports

Expand your agent's capabilities with these related and highly-rated skills.

a5c-ai/babysitter

gsd-tools

Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point that the original gsd-tools.cjs provided via its lib/ modules (commands, config, core, init).

514 31
Explore
a5c-ai/babysitter

model-profile-resolution

Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.

514 31
Explore
a5c-ai/babysitter

verification-suite

Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.

514 31
Explore
a5c-ai/babysitter

state-management

STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks.

514 31
Explore
a5c-ai/babysitter

git-integration

Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.

514 31
Explore
a5c-ai/babysitter

frontmatter-parsing

YAML frontmatter parsing and manipulation for .planning/ documents. Provides read, write, update, query, and validation operations on frontmatter blocks in GSD markdown artifacts.

514 31
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results