performance-analyst

Analyze portfolio, strategy, trade, and skill performance with parallel Team Agents.

Updated Mar 1, 2026
One-click install
npx skills add https://github.com/mqzkim/trading --skill performance-analyst-mqzkim
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: performance-analyst
Source: https://github.com/mqzkim/trading/tree/main/.agents/skills/performance-analyst
Command: npx skills add https://github.com/mqzkim/trading --skill performance-analyst-mqzkim

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates a multi-layered performance attribution process, identifying key areas for improvement across portfolios, strategies, trades, and individual skills.

Core Features & Use Cases

  • 4-Stage Attribution: Conducts a comprehensive performance analysis at portfolio, strategy, trade, and skill levels.
  • Parallel Agent Execution: Leverages four specialized Team Agents for in-depth, concurrent analysis.
  • Use Case: A portfolio manager can use this skill to get a detailed breakdown of why their overall portfolio performance is lagging, pinpointing specific underperforming strategies or even individual trades.

Quick Start

Run the performance analyst skill to analyze performance for the last quarter.

Frequently Asked Questions about performance-analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I conduct performance attribution across my portfolio, strategy, and individual trades?

Performance attribution across portfolio, strategy, trade, and skill levels is conducted through a 4-stage analysis using parallel Team Agents. It evaluates metrics like Sharpe Ratio, MDD, win rate, P&L, slippage, regime accuracy, and Information Coefficient to identify areas for improvement.

What is multi-level performance analysis and how does it work?

Multi-level performance analysis is a 4-stage attribution process that breaks down portfolio results into strategy, trade, and skill components. It leverages parallel Team Agents to concurrently analyze metrics like win rate, P&L, and Information Coefficient for in-depth evaluation.

Can I use specific models like haiku and sonnet for trade analytics and attribution tasks?

Yes, specific models like haiku and sonnet are required for attribution tasks within the performance analysis process. The Skill utilizes these models alongside parallel Team Agents to execute concurrent evaluations of trade analytics and strategy performance.

How do I pinpoint why my portfolio performance is lagging in specific strategies?

To pinpoint lagging portfolio performance, the Skill automates a multi-layered attribution process that isolates underperforming strategies and individual trades. It analyzes slippage, regime accuracy, and Information Coefficient to identify exact areas needing improvement.

What is the best way to analyze trade analytics and skill diagnostics concurrently?

The best way to analyze trade analytics and skill diagnostics concurrently is using parallel Team Agents. This approach executes a 4-stage performance attribution, evaluating metrics like Sharpe Ratio and Maximum Drawdown across portfolio, strategy, and trade levels simultaneously.