simulate

Run deterministic what-if simulations with scenario, initial_state, and steps inputs.

4|1|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/synaptiai/agent-capability-standard --skill simulate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: simulate
Source: https://github.com/synaptiai/agent-capability-standard/tree/main/skills/simulate
Command: npx skills add https://github.com/synaptiai/agent-capability-standard --skill simulate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Run what-if simulations to explore outcomes and test hypotheses without impacting real systems.

Core Features & Use Cases

  • Deterministic Execution: reproduce results for identical inputs to enable reliable planning.
  • Structured Outputs: returns outcomes, trajectory, final_state, and insights with provenance anchors.
  • Safe & Non-destructive: simulations do not mutate real state and support checkpoint-like review.
  • Use Case: scenario planning, risk assessment, and design exploration across complex systems.

Quick Start

Provide a scenario, an initial_state, and a number of steps to simulate.

Frequently Asked Questions about simulate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run what-if scenario planning without impacting real systems?

Run what-if scenario planning by providing a scenario, an initial state, and steps to simulate outcomes safely. This deterministic evaluation engine explores alternatives without mutating real state, returning structured outcomes, trajectories, and insights.

Can I reproduce simulation results when stress-testing complex designs?

Yes, you can reproduce simulation results when stress-testing designs because the engine executes deterministically. Identical inputs for your scenario and initial state will reliably generate the exact same outcomes, trajectory, and final state for review.

What is the best way to explore edge cases and predict behavior under different conditions?

The best way to explore edge cases is to run non-destructive what-if simulations across complex systems. By defining specific conditions in your scenario inputs, you can predict system behavior and capture structured outcomes with provenance anchors.

How do I evaluate alternatives and assess risk using a deterministic simulation?

Evaluate alternatives and assess risk by defining a scenario, initial state, and step count to simulate. The engine provides a safe environment to test hypotheses and review the trajectory and final state without impacting production environments.

What inputs do I need to start a what-if simulation for risk analysis?

To start a what-if simulation for risk analysis, you need to provide three explicit inputs: the scenario, the initial state, and the number of steps. The engine then processes these to output structured outcomes, trajectory, final state, and insights.

Does the simulation engine mutate real state during scenario planning?

No, the simulation engine does not mutate real state during scenario planning. It provides a safe, non-destructive evaluation environment with checkpoint-like review, ensuring your real systems remain completely unaffected while testing hypotheses.