Workflow overview
Why this workflow matters
Potentially useful as a reusable automation building block.
π Description Automate short-term trading research by generating high-quality trade ideas using MCP (Market Context Protocol) signals and AI-powered analysis. ππ€ This workflow evaluates market context, catalysts, momentum, and risk factors to produce structured trade ideas with clear reasoning, confidence scores, and execution notes. Designed for fast-moving markets, it helps traders and analysts spot actionable opportunities consistentlyβwithout manual screening or emotional bias. Perfect for systematic traders, research teams, and AI-driven trading desks. β‘π π What This Template Does 1οΈβ£ Ingests market context and asset data from MCP inputs. π₯ 2οΈβ£ Normalizes symbols, sectors, and time horizons for analysis. π§Ύ 3οΈβ£ Evaluates short-term momentum and catalyst strength. π 4οΈβ£ Analyzes risk, volatility, and downside exposure. β οΈ 5οΈβ£ Uses AI to generate a structured trade thesis. π€ 6οΈβ£ Assigns a confidence score and risk level to each idea. π 7οΈβ£ Produces clear entry logic, rationale, and trade direction. π§ 8οΈβ£ Filters out low-quality or low-conviction setups. π« 9οΈβ£ Outputs clean JSON-ready trade ideas for downstream systems. π β Key Benefits β Automates short-term trade idea generation β Reduces emotional bias with AI-based scoring β Combines market context, catalysts, and momentum β Produces structured, repeatable trade logic β Saves hours of manual chart and news analysis β Ideal for fast-paced trading environments π§© Features MCP (Market Context Protocol) data ingestion AI-powered trade thesis generation Confidence and risk scoring logic Short-term momentum and catalyst analysis Strict structured output for automation reliability Easy integration into dashboards or execution systems π Requirements MCP-compatible market data source OpenAI API credentials (GPT-4o or GPT-4o-mini recommended) AlekSystem instance with AI nodes enabled Defined schema for trade idea output π― Target Audience Short-term and swing traders Quant and discretionary trading teams Market research analysts Fintech platforms generating trade signals Automation engineers building trading workflows
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