PHASE I: Cognitive Synthesis
"MEGA BRAIN V1 CORE ACTIVATED": Synthesizing real-time price feeds, scraping financial news, and scanning RAG documentation.
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QUANT 2.0v2.0

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Interactive System Tour
3 guided routes — Tactical · Neural Core · Operator's Manual
🎯 Tactical 🧠 Neural 📖 Operator
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SYSTEM CAPABILITIES & QUANTUM INTEGRITY

PLATFORM PORTAL Overview

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Multiverse Execution Gateway

Connects seamlessly with the IG Index REST API to support Live Execution and high-fidelity Sandbox backtesting configurations, bypassing buggy third-party libraries for 100% position accuracy.

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Unified Command Center

Reconciles technical indicator feeds, dynamic volatility metrics, macro financial announcements, and algorithmic directives under a single glassmorphic viewport.

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Fallback Resiliency Engine

In case of database, broker API limits, or primary yfinance connection issues, the platform triggers a local historical data cache and a synthetic generation core to ensure uninterrupted operation.

ENSEMBLE COGNITIVE NUCLEUS

QUANT MEGA BRAIN AI

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Ensemble Architecture

Powered by the Mega Brain V1 Protocol, uniting 7 specialized AI clusters coordinate to audit, verify, size, and dispatch trading decisions.

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Conversational Interface

A dedicated, low-latency API terminal to query market consensus, technical alignments, and request high-speed strategy audits.

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Dynamic Intelligence

Combines Gemini, Qwen, and Groq-hosted systems to build a multi-layered quantitative analyst network.

AUTONOMOUS STRATEGY GENERATION SUITE

MEGA BRAIN BOT BUILDER

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Natural Language Compiler

Convert plain-English rule suggestions into fully formatted, runnable strategy files.

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Multi-Target Generation

Compiles strategic briefs into production-grade Python execution classes and TradingView Pine Script v6 backtesting codes.

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Pre-Armed Scanners

Integrates automated Yahoo Backtest sweeps and RAG code auditing prior to register the bot inside the live dashboard's algo index.

MULTI-AGENT STATE GRAPH

⬡ MEGA BRAIN NODES (S1–S6)

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S1 News / Search & S2 Quant Coder

S1 scans macro interest indicators and event streams with live grounding. S2 writes mathematical code structures and executes high-speed size models.

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S3 Deep Audit & S4 Safety Guardrail

S3 performs reasoning chains to discover look-ahead biases. S4 enforces strict risk limits, maintaining absolute protection constraints.

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S5 Analyst & S6 Synthesizer Architecture

S5 aggregates technical sweeps across daily and hourly trends. S6 wraps everything into active Python classes.

STRICT DRAWDOWN VETO GATEWAYS

RISK GUARDRAILS

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Hard Veto Protocol

A dedicated risk monitor running locally that intercepts all proposed directives prior to live order submissions.

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Linear Constraints

Enforces strict safety checks: Maximum 2% capital exposure per trade, mandatory 1.5x ATR initial stop levels, and automatic dynamic target exits.

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Continuous Health Monitors

Background checks tracking database connections, ping latency, and broker auth tokens to guard against connectivity slippage.

DYNAMIC VECTOR KNOWLEDGE BASE

RAG VECTOR DATABASE

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Institutional Scraper

Crawls technical repositories and quant documentation boards periodically to build a robust grounding base.

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FAISS Embedding Core

Indexes over 4,500 embedded document chunks, grounding all generative systems with up-to-date syntax parameters.

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Pine Script v6 Reference Library

Contains structured index libraries of TradingView Pine Script v6 syntaxes, ensuring generated indicators bypass compilation errors.

AI-DRIVEN YOUTUBE VIDEO STRATEGY MINING

SOCIAL ALPHA MINER

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Interactive Ingestion Zone

Drag and drop any trading video link directly into the Mega Brain interface to initiate real-time transcription processing via `youtube-transcript-api`.

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Cognitive Breakdown

Feeds scraped transcripts to the reasoning network, extracting exact entry triggers, exit targets, indicator parameters, and risk ratios.

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Context Injection

Automatically generates a structured strategy JSON profile and embeds the refined ruleset directly into the FAISS active RAG pipeline to guide autonomous agent builds.

HIGH-SPEED HISTORICAL SIMULATION CORE

SWEEP CORE

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Yahoo Finance Integration

Pulls up to 10+ years of high-fidelity historical data for any watchlisted asset instantly, bypassing IG Index historic API rate limits.

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Simulated Compilations

Backtests strategy code models locally, computing key portfolio parameters: win rate, max drawdowns, total trade events, and net portfolio return.

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Hyperparameter Sweeper

Automatically sweeps indicator combinations (such as RSI lengths or ATR stop multipliers) to identify mathematically optimal settings before deploying agents.

AIR-GAPPED EXECUTION ENGINE

TRADING DAEMON ⓘ

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DEMO
ACTIVE POSITIONS
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DAILY TRADES
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LAST SIGNAL
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LAST TRADE
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TRADE LOG
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QUANT 2.0 // COGNITIVE TOUR
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