Macro intelligence research system for historical market pattern analysis.

Anteroom World Model is a Python-based research prototype that collects long-range financial and macroeconomic datasets, compares current market conditions against historical stress periods, and produces structured scenario analysis for research review.

Built by Anteroom Studio as part of its private research and intelligence tooling.

Most market tools focus on a single chart, asset, or headline stream. Anteroom World Model takes a wider systems view by combining historical macro data, live market indicators, cross-asset relationships, and crisis-pattern comparisons.

The system is designed to help answer questions like:

• Which historical periods share similar conditions with the current market?
• Which indicators tend to lead or lag other indicators?
• What risk signals are becoming more or less important?
• How do equities, commodities, rates, currencies, and crypto behave across similar regimes?

This is a research tool, not a trading signal service.

• Historical data collection from public market and macro sources
• Cross-asset correlation analysis
• Lead-lag relationship detection
• Historical crisis pattern comparison
• Live market snapshot generation
• Optional model-assisted scenario summaries
• Terminal dashboard for monitoring current outputs

Historical Data + Live Market Data
              ↓
Data Normalization
              ↓
Correlation Engine
              ↓
Lead/Lag Analysis
              ↓
Historical Pattern Matching
              ↓
Scenario Summary
              ↓
Terminal Dashboard

• Python 3.8+
• 8GB RAM recommended
• Around 2GB+ storage for downloaded datasets
• Optional Anthropic API key for model-assisted summaries

Install dependencies:

pip install -r requirements.txt

Create a local environment file:

cp .env.example .env

Add your local key only if you want model-assisted summaries:

ANTHROPIC_API_KEY=your_key_here

Never commit .env or real credentials.

Download historical data:

python data_collector.py

Run analysis:

python correlation_engine.py

Launch dashboard:

python dashboard.py

Anteroom World Model is built for research, education, and internal experimentation. Outputs may be incomplete, stale, or incorrect depending on source availability, market conditions, and local configuration.

This project does not provide financial, investment, legal, or professional advice. Always verify outputs independently before using them in any real-world decision.

Anteroom Studio
Research systems, intelligence interfaces, and experimental software.