strategy-discovery

What problem does it solve?

This Skill removes the manual trial-and-error of finding profitable Freqtrade strategies by guiding an automated discovery loop from user requirements to validated output.

Core Features & Use Cases

• Strategy Interviewing and Specification: Captures the desired style, direction, risk profile, and analysis depth before generating a structured strategy plan.
• Backtest-Driven Iteration: Screens pairs, runs combined portfolio backtests, applies scoring thresholds, and refines weak candidates with failure feedback.
• Validation and Export Readiness: Enforces walk-forward checks, readiness labels, and versioned outputs so a candidate can be promoted with evidence.
• Use Case: Use this Skill when you want to turn a trading idea into a tested Freqtrade strategy candidate with clear metrics, validation results, and a final export path.

Quick Start

Ask the skill to run a strategy discovery session for your preferred style, direction, risk profile, and analysis depth, then let it iterate until it returns the best validated candidate.