GKQUANT STUDIO

> See · Forge · Manage · Connect

Not a single trading system, but an evolvable studio of Vista, Forge, Folio, and Nexus. Signals are suggestions; survival is mandatory.

STRATEGY: ONLINE
LATENCY: 1.2MS
SYSTEM_STABLE_V2.0

Four Systems

Clear boundaries and shared contracts, with all collaboration routed through Nexus.

Vista Observation Layer

Read-only macro and market context to build awareness and prevent bad decisions.

Subsystem-vista

Forge Research & Signal Factory

Data ingestion, factor research, backtesting, and signal generation, published through Nexus contracts.

Subsystem-forge

Folio Portfolio & Execution Brain

The sole authority on orders and positions, enforcing risk checks and recording every action.

Subsystem-folio

Nexus Backbone & Governance

Unified exchange of data, signals, risk, and events to ensure system consistency and traceability.

Subsystem-nexus

The system evolves, but contracts remain stable.

Nexus Unified Contract Definition

All inter-system communication must adhere to versioned, strict contracts, ensuring traceability and replayability.

signal_v1.json
{
  "version": "1.0.0",
  "system": "GKQuantForge",
  "type": "SIGNAL",
  "payload": {
    "asset": "BTC/USDT",
    "direction": "LONG",
    "strength": 0.85,
    "timestamp": "2024-03-20T10:00:00Z"
  },
  "signature": "sha256:..."
}

Reproducible Backtest & Return Views

Strategy performance framed by events and risk state for interpretability and auditability.

Backtest Trajectory

Return Comparison

42.8%
Annual Return
8.2%
Max Drawdown
1.85
Sharpe Ratio
73.5%
Win Rate

About GKQuantStudio

A long-term, evolvable personal quant studio built for survival, clarity, and reproducibility.

Why this architecture?

Separation of Concerns

Observation, research, execution, and governance stay isolated with explicit boundaries.

Risk First

Risk is code and state, observable and able to override strategy without negotiation.

Contract First

Assets, signals, and events use stable, versioned contracts with auditable exchange.

Implementation Path

🐍

Python

Research and strategy prototyping

⚡

Streamlit

Research visualization and experiments

🚀

FastAPI

Contracts and data services

🚀

Astro

Structured information delivery

🎨

TailwindCSS

Consistent, readable UI

⚛️

React

Interactive backtest and metric views

Long-term Evolution

We iterate without breaking contracts, favoring slow correctness over fast mistakes.

Ready to Build Your
Quant Studio?

From observation to governance, build a system that survives, explains, and reproduces.

Contact

Collaboration & Exchange

contact@neofintrix.com

Open Source & Record

View project progress

github.com/neofintrix

Get Updates

Subscribe for research notes and system evolution logs.