pj_quant

Portfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for crypto trading

Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining.

Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns. Invoke for type hints, pytest, async/await, dataclasses, mypy configuration.

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and trading with focus on mathematical rigor, performance optimization, and profitable strategy development.

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions