performance-reporting

What problem does it solve?

This Skill automates the creation of comprehensive and easy-to-understand investment performance reports, translating complex financial data into actionable insights for clients and stakeholders.

Core Features & Use Cases

• Return Calculation & Presentation: Accurately calculates and presents period returns (MTD, QTD, YTD, etc.), distinguishing between cumulative and annualized figures, and gross vs. net of fees.
• Benchmark Comparison: Facilitates meaningful performance evaluation by comparing portfolio returns against appropriate benchmarks, calculating active return and tracking error.
• Risk & Attribution Analysis: Generates risk dashboards (volatility, drawdown, VaR) and attribution summaries (e.g., Brinson model) to explain performance drivers.
• Goal Progress Tracking: Visualizes progress towards financial goals, incorporating Monte Carlo simulations for probability of success.
• Use Case: A financial advisor needs to prepare a quarterly report for a client. This Skill can generate a report summarizing the portfolio's returns, comparing it to its benchmark (e.g., S&P 500), explaining the key factors that drove performance (e.g., stock selection in tech), and showing how the portfolio is tracking towards the client's retirement goal.

Quick Start

Generate a quarterly performance report for the 'balanced_portfolio.csv' file, comparing it against the 'sp500_index.csv' benchmark.