edge-concept-synthesizer

What problem does it solve?

This Skill bridges the gap between raw detection signals (tickets) and structured strategy design by abstracting recurring patterns into reusable edge concepts.

Core Features & Use Cases

• Concept Abstraction: Clusters raw tickets into higher-level concepts, summarizing evidence, thesis, and invalidation logic.
• Overfitting Prevention: Avoids direct ticket-to-strategy mapping, promoting more robust and generalizable trading edges.
• Workflow Enhancement: Streamlines the process of identifying and refining trading ideas before committing to full strategy development.
• Use Case: When faced with numerous automated detection tickets, use this Skill to group similar signals, define a clear hypothesis for each group, and establish precise conditions for when the edge is no longer valid, preparing them for strategy implementation.

Quick Start

Run the synthesize_edge_concepts.py script using the provided tickets directory and output path.