WorldThreatModel

Tests ideas and strategies against eleven horizon reads spanning 6 months to 50 years.

Updated Sep 3, 2026
One-click install
npx skills add https://github.com/ruban-s/DevOS --skill worldthreatmodel-ruban-s
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: WorldThreatModel
Source: https://github.com/ruban-s/DevOS/tree/main/skills/WorldThreatModel
Command: npx skills add https://github.com/ruban-s/DevOS --skill worldthreatmodel-ruban-s

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Most plans are only evaluated against the present or the next year or two, leaving them exposed when longer-term shifts in geopolitics, technology, markets, or security arrive. This Skill stress-tests any idea, strategy, or investment against eleven maintained world-model horizon reads so you can see when it thrives and when it snaps. ## Core Features & Use Cases - TestIdea workflow: Runs a candidate idea past all 11 horizon reads (6 months through 50 years) and returns a probability-weighted verdict grid with per-window analysis, adversarial findings, and assumptions tested. - Three gears: Fast (~2 min single synthesizer), Standard (~10 min with 11 parallel readers plus RedTeam and FirstPrinciples), and Deep (~1 hr adding Research and Council deliberation). - UpdateModels and ViewModels workflows: Build or refresh horizon reads from fresh research, and inspect current read state with freshness grading. - Use Case: A founder asks "threat model my bet on AI-first content creation" and receives a window-by-window verdict showing the idea is favorable at 1-3 years but exposed to platform and regulatory shifts at the 10-year horizon. ## Quick Start Ask the agent to threat model your idea or strategy against the future, optionally saying fast or deep to pick the gear.

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 business idea against future scenarios?▼

Invoke the TestIdea workflow with your idea stated in one or two sentences. The skill runs it against 11 horizon reads from 6 months to 50 years and returns a per-window verdict grid with key factors, assumptions tested, and adversarial findings.

What is the difference between Fast, Standard, and Deep analysis gears?▼

Fast gear takes about 2 minutes with a single synthesizer for quick gut-checks. Standard takes about 10 minutes using 11 parallel readers plus RedTeam and FirstPrinciples. Deep takes up to an hour, adding per-horizon research and a multi-voice Council deliberation.

How do I update or refresh the world model horizon reads?▼

Run the UpdateModels workflow by saying "update world models" or "refresh the reads". It gathers fresh research per window, drafts reads following the model template, and rebuilds the index with updated dates and confidence grades.

What happens if the horizon reads are missing or stale?▼

If reads are absent, the skill prompts you to run UpdateModels first. Reads older than 30 days trigger a warning, and reads older than 90 days produce a prominent staleness warning urging a refresh before trusting results.

When should I not use the WorldThreatModel skill?▼

Do not use it for a single-shot hostile attack on an idea without temporal analysis; the RedTeam skill fits that case better. It is designed for evaluating how ideas age across multiple time horizons, not one-off critique.