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MOSIN SHAIKH edited this page Jun 19, 2026 · 1 revision

T Wiki

Welcome to the official wiki for T, an open-source Financial Intelligence Operating System by T Technology Research Lab.

Research only. Not financial advice.

What is T?

T is a research-only financial intelligence system for:

  • Market research

  • Backtesting

  • Paper-trading workflows

  • Risk analysis

  • Dashboard analytics

  • Research safety checks

  • Hallucination-resistant financial research output

T is not designed as a guaranteed-profit trading system, investment advisory service, or live-money execution system.

Current Status

T is currently in public alpha development.

Current target release:

v0.10.0-alpha

No version above v0.10.0-alpha is planned at this stage.

Quick Start

Clone the repository:

git clone https://github.com/mosin1982/T.git
cd T

Install dependencies:

python -m pip install --upgrade pip
pip install -r requirements.txt

Run tests:

python -m pytest -q

Run the dashboard:

python -m streamlit run dashboard/app.py

Run the sample backtest:

python t_cli.py backtest

Main Project Areas

  • backtest/ — backtest engine and analytics

  • dashboard/ — Streamlit mission dashboard

  • modes/ — research scoring and demo modes

  • quality/ — hallucination-resistant output guard

  • docs/ — safety, services, deployment, and project documentation

  • tests/ — automated test suite

Safety Position

T should be used for research, testing, learning, and development only.

T does not provide:

  • Financial advice

  • Investment advice

  • Trade recommendations

  • Portfolio management

  • Return assurance

  • Legal or tax advice

Users are responsible for reviewing outputs, validating assumptions, and complying with applicable laws, regulations, broker rules, exchange rules, and tax obligations.

Useful Links

Professional Services

The source code may be publicly available for research and development use.

T Technology Research Lab may provide paid professional services for:

  • Setup and installation

  • Training and walkthrough

  • Dashboard customization

  • Data integration

  • Strategy module configuration

  • Deployment support

  • Business workflow integration

  • Monthly technical support

  • Enterprise R&D customization

Paid services do not include financial advice, investment advice, portfolio management, or return assurance.

Support the Project

Voluntary support may be sent through:

Method | Details -- | -- UPI | tmps8346991530153183@slc Binance UID | 475627577 USDT TRC20 | TLFLEDbN47bSBkWeqZzMNgkrzRK64RHbVn

Donations are voluntary and do not create an investment relationship, trading promise, advisory relationship, support contract, or service obligation.

Disclaimer

Research only. Not financial advice.

T does not remove market risk, data risk, model risk, operational risk, or human decision risk.

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