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WorldThreatModel

Evaluate ideas across 11 world-model time horizons using adversarial and assumption-first analysis.

Updated Aug 23, 2026

Search Tags:#threat modeling #risk assessment #assumption testing #scenario analysis #horizon planning #strategy viability

Ready to run

npx skills add https://github.com/julianobarbosa/.claude --skill worldthreatmodel

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: WorldThreatModel
Source: https://github.com/julianobarbosa/.claude/tree/main/skills/WorldThreatModel
Command: npx skills add https://github.com/julianobarbosa/.claude --skill worldthreatmodel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

WorldThreatModel helps you evaluate whether an idea, strategy, or investment is likely to remain viable across shifting geopolitical, technological, economic, societal, environmental, and security conditions over time.

Core Features & Use Cases

Run time-horizon viability stress tests: Test an input against 11 persistent world models spanning 6 months to 50 years to identify when the idea strengthens, neutralizes, or breaks.
Adversarial analysis and assumption testing: Apply RedTeam attacks and FirstPrinciples (hard/soft constraints and assumptions) to challenge weak premises and surface horizon-specific failure modes.
Produce actionable outputs you can act on: Generate a structured, per-horizon verdict and synthesis (including council debate in Deep tier) to guide decisions, updates, and risk management.

Quick Start

Test your idea by saying: “test my strategy for AI-first content creation deep”.

Frequently Asked Questions about WorldThreatModel

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

FAQPage Schema

How do I stress-test a strategy across different time horizons?▼

Strategy stress testing across time horizons involves evaluating an idea against 11 world models spanning 6 months to 50 years to identify when it strengthens, neutralizes, or breaks under shifting conditions.

What is assumption testing in scenario analysis?▼

Assumption testing in scenario analysis applies first-principles constraints to challenge weak premises, surfacing horizon-specific failure modes and identifying vulnerabilities in long-term planning initiatives.

How does adversarial risk assessment improve long-term planning?▼

Adversarial risk assessment improves long-term planning by applying RedTeam attacks to challenge strategies, exposing hidden weaknesses and failure modes before committing to investments under uncertainty.

Can I evaluate investment viability for up to 50 years?▼

Yes, you can evaluate investment viability up to 50 years by testing the input against persistent world models that simulate shifting geopolitical, technological, economic, societal, environmental, and security conditions.

How do I run a threat model assessment for a new business idea?▼

To run a threat model assessment, input your business idea into the testing workflow to generate a structured per-horizon verdict and synthesis that guides decisions, updates, and risk management.

What are the limitations of using horizon planning for strategy viability?▼

Horizon planning for strategy viability relies on persistent world models and adversarial analysis, meaning outputs are structured assessments of risk under uncertainty rather than guaranteed future outcomes.