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
| Trigger |
Workflow |
Description |
| "test idea", "test strategy", "test investment", "how will this hold up", "stress test", "test against future" |
Workflows/TestIdea.md |
Test any input against all 11 world models |
| "update world model", "update models", "refresh models", "new analysis" |
Workflows/UpdateModels.md |
Refresh world model content with new research/analysis |
| "view world model", "show models", "current models", "model status" |
Workflows/ViewModels.md |
Read and summarize current world model state |
Tier System
All workflows support three execution tiers:
| Tier |
Target Time |
Strategy |
When to Use |
| Fast |
~2 min |
Single agent synthesizes across all models |
Quick gut-check, casual exploration |
| Standard |
~10 min |
11 parallel agents + RedTeam + FirstPrinciples |
Most use cases, good depth/speed balance |
| Deep |
Up to 1 hr |
11 parallel agents + per-horizon Research + RedTeam + Council + FirstPrinciples |
High-stakes decisions, major investments |
Default tier: Standard. User specifies with "fast", "deep", or tier defaults to Standard.
World Model Storage
Models are stored at: $PAI_DIR/MEMORY/RESEARCH/WorldModels/
| File |
Horizon |
INDEX.md |
Summary of all models with last-updated dates |
6-month.md |
6-month outlook |
1-year.md |
1-year outlook |
2-year.md |
2-year outlook |
3-year.md |
3-year outlook |
5-year.md |
5-year outlook |
7-year.md |
7-year outlook |
10-year.md |
10-year outlook |
15-year.md |
15-year outlook |
20-year.md |
20-year outlook |
30-year.md |
30-year outlook |
50-year.md |
50-year outlook |
Context Files
| File |
Purpose |
ModelTemplate.md |
Template structure for world model documents |
OutputFormat.md |
Template 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
Customization Check
Before execution, check for user customizations at:
~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/WorldThreatModelHarness/
1---2name: worldthreatmodelharness-23description: 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.4---56# World Threat Model Harness78A system of 11 persistent world models spanning 6 months to 50 years. Each model is a deep (~10 page)9analysis of geopolitics, technology, economics, society, environment, security, and wildcards for that10time horizon. Ideas, strategies, and investments are tested against ALL horizons simultaneously using11adversarial analysis (RedTeam, FirstPrinciples, Council).1213## Workflow Routing1415| Trigger | Workflow | Description |16|---------|----------|-------------|17| "test idea", "test strategy", "test investment", "how will this hold up", "stress test", "test against future" | `Workflows/TestIdea.md` | Test any input against all 11 world models |18| "update world model", "update models", "refresh models", "new analysis" | `Workflows/UpdateModels.md` | Refresh world model content with new research/analysis |19| "view world model", "show models", "current models", "model status" | `Workflows/ViewModels.md` | Read and summarize current world model state |2021## Tier System2223All workflows support three execution tiers:2425| Tier | Target Time | Strategy | When to Use |26|------|-------------|----------|-------------|27| **Fast** | ~2 min | Single agent synthesizes across all models | Quick gut-check, casual exploration |28| **Standard** | ~10 min | 11 parallel agents + RedTeam + FirstPrinciples | Most use cases, good depth/speed balance |29| **Deep** | Up to 1 hr | 11 parallel agents + per-horizon Research + RedTeam + Council + FirstPrinciples | High-stakes decisions, major investments |3031**Default tier:** Standard. User specifies with "fast", "deep", or tier defaults to Standard.3233## World Model Storage3435Models are stored at: `$PAI_DIR/MEMORY/RESEARCH/WorldModels/`3637| File | Horizon |38|------|---------|39| `INDEX.md` | Summary of all models with last-updated dates |40| `6-month.md` | 6-month outlook |41| `1-year.md` | 1-year outlook |42| `2-year.md` | 2-year outlook |43| `3-year.md` | 3-year outlook |44| `5-year.md` | 5-year outlook |45| `7-year.md` | 7-year outlook |46| `10-year.md` | 10-year outlook |47| `15-year.md` | 15-year outlook |48| `20-year.md` | 20-year outlook |49| `30-year.md` | 30-year outlook |50| `50-year.md` | 50-year outlook |5152## Context Files5354| File | Purpose |55|------|---------|56| `ModelTemplate.md` | Template structure for world model documents |57| `OutputFormat.md` | Template for TestIdea results output |5859## Skill Integrations6061This skill orchestrates multiple PAI capabilities:6263- **RedTeam** — Adversarial stress testing of ideas against each horizon64- **FirstPrinciples** — Decompose idea assumptions into hard/soft/assumption constraints65- **Council** — Multi-perspective debate on idea viability across horizons66- **Research** — Deep research for model creation and updates6768## Customization Check6970Before execution, check for user customizations at:71`~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/WorldThreatModelHarness/`
kai-cli