WorldThreatModel

Analyze strategic ideas against 11 horizon-based world models to produce a probability-weighted scenario matrix.

1|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/starlink-awaken/pai-universal --skill worldthreatmodel-starlink-awaken
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: WorldThreatModel
Source: https://github.com/starlink-awaken/pai-universal/tree/main/templates/packs/WorldThreatModel/src
Command: npx skills add https://github.com/starlink-awaken/pai-universal --skill worldthreatmodel-starlink-awaken

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Persistent world-model harness that stress-tests ideas, strategies, and investments across 11 time horizons from 6 months to 50 years. It orchestrates RedTeam, FirstPrinciples, Council, and Research to surface risk and viability across futures.

Core Features & Use Cases

  • Orchestrates 11 horizon models (6 months to 50 years) with parallel agents and adversarial analysis
  • Supports workflows: TestIdea, UpdateModels, ViewModels, TestScenario for strategy testing and updates
  • Provides template models, context files, and structured outputs to guide decision-making

Quick Start

Run a standard world threat model test on my investment thesis.

Frequently Asked Questions about WorldThreatModel

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

FAQPage Schema
What is horizon-based threat modeling for investment analysis?

Horizon-based threat modeling stress-tests strategic ideas and investments across 11 time horizons, spanning 6 months to 50 years, to reveal long-term viability and risk. It applies parallel agents to produce a probability-weighted scenario matrix for decision support.

How do I stress-test an investment thesis against geopolitical and economic scenarios?

You can run a standard threat model test on your investment thesis by providing the strategic idea. The system orchestrates adversarial analysis across multiple world models to surface risk and generate a probability-weighted scenario matrix.

Can I use scenario planning for both short-term and long-term strategic horizons?

Yes, scenario planning applies across 11 time horizons ranging from 6 months to 50 years. This covers geopolitics, technology, economics, society, environment, and security to produce comprehensive probability-weighted scenario matrices.

Does threat modeling provide governance documentation for decision support?

Yes, threat modeling satisfies governance and decision-support requirements by documenting explicit assumptions, hedging language, and citations. It provides structured outputs alongside the risk and viability analysis to guide strategic decision-making.

What is the best way to update world models with new strategic data?

Use the UpdateModels workflow to integrate new strategic data into the persistent world-model harness. This updates the 11 horizon-based models, ensuring subsequent threat modeling and adversarial analysis reflect current context.

How does adversarial analysis work in strategic risk management?

Adversarial analysis in risk management orchestrates RedTeam and parallel agents to challenge strategic ideas across 11 horizons. It surfaces long-term viability and risk by applying adversarial techniques to geopolitics, technology, and economics scenarios.