Terra Pulse Global — AI skill for Claude Code

TerraPulse Global AI

**Multi-Agent Demographic Intelligence Platform**

TerraPulse Global AI is a demographic intelligence platform that explores global and country-level population trends using dated population datasets, deterministic calculations, retrieval-augmented generation (RAG), and a LangGraph-orchestrated agent workflow. When configured, Anthropic Claude generates evidence-grounded explanations; it does not calculate or override authoritative population figures.

**Data integrity:** TerraPulse does not count every person on Earth in real time. Population values are source estimates tied to reference dates, or deterministic calculations derived from those estimates. The animated counter is an illustrative projection with its assumptions disclosed.

Contents

• Project Objective
• Key Capabilities
• User Interface
• System Architecture
• Agent Responsibilities
• Agent Workflow
• Country Intelligence Reports
• Technology Stack
• Data Sources and Provenance
• Getting Started
• Configuration
• API Reference
• Testing and Evaluation
• Project Structure
• Security and Reliability
• Known Limitations
• Roadmap

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Project Objective

Build a reliable demographic intelligence application that helps users explore population estimates, compare countries, understand demographic trends, and generate source-backed country reports. The project demonstrates how full-stack engineering and controlled agent orchestration can work together without all