SCM-02 Public

Structural Cycle Machine is a local, reviewable signal-scoring prototype for macro, social, financial, technology, industry, and geopolitical indicators.

It is designed for research workflows where the output must be inspectable: raw inputs, scoring rules, phase rules, and generated reports are all file-based.

What It Does

• Loads public or manually collected indicator inputs.
• Normalizes signals into scoring modules.
• Compares the current structural state with historical cases.
• Generates Markdown / HTML / JSON style reports.
• States model limits clearly.

What It Does Not Do

• It is not investment advice.
• It does not predict exact crisis dates.
• It does not produce buy/sell instructions.
• It does not include private data, production credentials, or internal NYX II runtime materials.

Quick Start

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python src/main.py

Project Layout

config/        Scoring and report rules
sources/       Public source descriptors
src/           Python implementation
tests/         Unit tests
data/          Public sample dictionaries and historical cases
reports/       Sample public report

Safety

Use this as a research and reporting tool. Do not use it as an automated trading or investment system.