strategy-pivot-designer

What problem does it solve?

This Skill helps overcome strategy development stagnation by automatically detecting when backtest results have plateaued and generating fundamentally different strategy designs.

Core Features & Use Cases

• Stagnation Detection: Identifies plateaus, overfitting, cost defeat, and tail risk using deterministic triggers.
• Pivot Generation: Proposes new strategy architectures via assumption inversion, archetype switching, and objective reframing.
• Use Case: When your trading strategy's performance metrics stop improving despite parameter tuning, this Skill can suggest entirely new approaches to break through the local optimum.

Quick Start

Use the strategy-pivot-designer skill to generate new pivot proposals based on the provided iteration history file.