sjamal/dalio-sovereign-strength-index

A quantitative macroeconomic engine implementing Ray Dalio's Changing World Order frameworks with Python, FastAPI, Streamlit, and MCP interfaces.

About dalio-sovereign-strength-index

📈 Sovereign Strength Index Engine (world-order-dynamics)

An enterprise-grade quantitative macroeconomic simulation framework implementing the great empire lifecycle matrices from Ray Dalio's \"Principles for Dealing with the Changing World Order\" and the demographic workforce contraction variables from Peter Zeihan's models.

The core architecture is strictly decoupled, allowing independent ingestion data engines to feed a type-safe mathematical calculation matrix, exposed simultaneously across three presentation layers: a traditional FastAPI REST layer, a visual Streamlit web dashboard, and an advanced Model Context Protocol (MCP) server optimized for autonomous AI Agents.

🖥️ Streamlit Interface Dashboard Blueprint

Below is the layout specification mapping the dashboard interface (src/daliosovereignstrengthindex/appui.py). It shows symmetric structural metrics panel views and side control sliders:

🎛️ Left Sidebar Controls 🇺🇸 United States State Matrix (Blue Banner) 🇨🇳 China State Matrix (Red Banner) :--- :--- :--- Timeline Focus• Start Horizon Year (Slider)• End Horizon Year (Slider) Total Strength Index Score• Dynamic Float Output Metric Total Strength Index Score• Dynamic Float Output Metric 🇺🇸 US Crisis Shocks• US Debt Shock Addition (%)• US Military Alteration (% GDP) Calculated Lifecycle State• Text Status: e.g., Stage 5 Overextension Calculated Lifecycle State• Text Status: e.g., Stage 4 Height of Excesses 🇨🇳 China Crisis Shocks• China Debt Shock Addition (%)• China Military Alteration (% GDP) Telemetry Indicators Breakdown• Debt to GDP Ratio (%)• Military Budge

From the project README.

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