Market data and analysis
Trading Intelligence.
Observe. Structure. Verify.
A market-data foundation designed to support transparent, replayable, and verifiable analysis later.
See how it works.
05 / 06Illustrated concept · fictional data
01 / THE NEED
Observe.
A credible trading platform cannot begin with signals: it must first normalize data, declare provider capabilities, and replay history deterministically.
02 / THE SOLUTION
Structure. Verify.
The first phase defines market models, timeframes, the provider contract, normalization, and a strictly read-only MT5 boundary.
What is built
- Python market-data domain skeleton
- Provider contract and normalization
- Historical replay provider
- Synthetic BTCUSD M1 and H4 fixtures
Technologies
What comes next
Complete EURUSD and XAUUSD fixtures, add tests, and validate pytest, Ruff, and mypy before any trading analysis.