agentSYSTEM_ID: algorithmic-trading-agent

Algorithmic Trading & Predictive Research Agent

Decoupled multi-agent quantitative framework with FastMCP and ARIMA forecasting.

Algorithmic Trading & Predictive Research Agent // Audio BriefingSTUDIO MP3

0:00 / 0:45

VISUAL ARCHITECTURE // N8N WORKFLOW GRAPH

CLICK ANY NODE TO INSPECT LIVE BLUEPRINT

🌐 TRIGGER

User Playground UI

HTTP Port 8080

⚡ COGNITIVE CORE

Lead Quant Orchestrator

Gemini 1.5 Pro via ADK

🗄 PERSISTENCE / RAG

SQLite Session Memory

session.db (Port 80)

⚙ EXECUTION TOOL

FastMCP Tool Server

SSE Port 5001

🛡 SAFETY GATE

Pytest Safety Guardrails

Adversarial Refusal

⚙ EXECUTION TOOL

Yahoo Finance & Auto-ARIMA

pmdarima + yfinance

Lead Quant Orchestrator// Gemini 1.5 Pro via ADK

⚡ COGNITIVE CORE

Google ADK multi-agent brain coordinating quant tool calls and fallback chains.

EXECUTION SPEC // PYTHON IMPLEMENTATION

from google.adk import Agent
agent = Agent(
    model="gemini-1.5-pro",
    system_instruction="Coordinate research and call quant tools without retail financial advice.",
    fallback_models=["gemini-2.5-flash", "gemini-1.5-flash-8b"]
)