saidrassai/ai_as_infra/worldthreatmodelharness

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Stress-test ideas, strategies, and investments across 11 time horizons (6mo-50yr). Update and view world models. USE WHEN threat model, world model, test idea, test strategy, future analysis, test investment, test against future, stress test idea, time horizon analysis, update models, view models, refresh models, model status.

Install

npx vskill@latest install saidrassai/ai_as_infra/worldthreatmodelharness

SKILL.md

World Threat Model Harness

A system of 11 persistent world models spanning 6 months to 50 years. Each model is a deep (~10 page) analysis of geopolitics, technology, economics, society, environment, security, and wildcards for that time horizon. Ideas, strategies, and investments are tested against ALL horizons simultaneously using adversarial analysis (RedTeam, FirstPrinciples, Council).

Workflow Routing

TriggerWorkflowDescription
"test idea", "test strategy", "test investment", "how will this hold up", "stress test", "test against future"Workflows/TestIdea.mdTest any input against all 11 world models
"update world model", "update models", "refresh models", "new analysis"Workflows/UpdateModels.mdRefresh world model content with new research/analysis
"view world model", "show models", "current models", "model status"Workflows/ViewModels.mdRead and summarize current world model state

Tier System

All workflows support three execution tiers:

TierTarget TimeStrategyWhen to Use
Fast~2 minSingle agent synthesizes across all modelsQuick gut-check, casual exploration
Standard~10 min11 parallel agents + RedTeam + FirstPrinciplesMost use cases, good depth/speed balance
DeepUp to 1 hr11 parallel agents + per-horizon Research + RedTeam + Council + FirstPrinciplesHigh-stakes decisions, major investments

Default tier: Standard. User specifies with "fast", "deep", or tier defaults to Standard.

World Model Storage

Models are stored at: ~/.claude/MEMORY/RESEARCH/WorldModels/

FileHorizon
INDEX.mdSummary of all models with last-updated dates
6-month.md6-month outlook
1-year.md1-year outlook
2-year.md2-year outlook
3-year.md3-year outlook
5-year.md5-year outlook
7-year.md7-year outlook
10-year.md10-year outlook
15-year.md15-year outlook
20-year.md20-year outlook
30-year.md30-year outlook
50-year.md50-year outlook

Context Files

FilePurpose
ModelTemplate.mdTemplate structure for world model documents
OutputFormat.mdTemplate for TestIdea results output

Skill Integrations

This skill orchestrates multiple PAI capabilities:

  • RedTeam — Adversarial stress testing of ideas against each horizon
  • FirstPrinciples — Decompose idea assumptions into hard/soft/assumption constraints
  • Council — Multi-perspective debate on idea viability across horizons
  • Research — Deep research for model creation and updates

Voice Notification

Before any workflow execution:

bash
curl -s -X POST http://localhost:8888/notify \
  -H "Content-Type: application/json" \
  -d '{"message": "Running WORKFLOW_NAME in the World Threat Model Harness", "voice_id": "fTtv3eikoepIosk8dTZ5"}'

Customization Check

Before execution, check for user customizations at: ~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/WorldThreatModelHarness/

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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