fund-analysis

Evaluate funds on performance, risk, and manager quality to identify sustainable excess returns.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/ajithkumar31082004-bit/Vibe-Trading --skill fund-analysis-ajithkumar31082004-bit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fund-analysis
Source: https://github.com/ajithkumar31082004-bit/Vibe-Trading/tree/main/Vibe-Trading-main/agent/src/skills/fund-analysis
Command: npx skills add https://github.com/ajithkumar31082004-bit/Vibe-Trading --skill fund-analysis-ajithkumar31082004-bit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

本技能提供系统化的基金分析与筛选框架,帮助定位可持续超额收益的基金,避免追逐短期业绩噪声。

Core Features & Use Cases

  • 多维筛选:绩效、风险、风格漂移、基金经理能力等维度综合判断。
  • 风格验证与漂移检测:对申报风格与实际风格进行对比,识别风格漂移。
  • FOF组合构建与资产配置建议,支持再平衡策略。

Quick Start

Input a list of funds and request evaluating and ranking them using the described framework to return the top candidates.

Frequently Asked Questions about fund-analysis

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

FAQPage Schema
What is fund screening for sustainable alpha and how does it work?

Fund screening for sustainable alpha evaluates performance, risk, and manager quality to identify funds delivering consistent excess returns. It uses defined KPIs like return, Sharpe ratio, information ratio, and drawdown to filter out short-term performance noise.

How do I evaluate mutual funds and ETFs for style drift?

To evaluate mutual funds and ETFs for style drift, you compare a fund's declared investment style against its actual portfolio characteristics. This framework detects deviations to verify the manager is adhering to the stated strategy.

What metrics are needed to analyze fund manager quality and performance?

Analyzing fund manager quality requires a defined KPI set including return, Sharpe ratio, information ratio, and maximum drawdown. These metrics combined with backtestable criteria assess whether excess returns are sustainable.

Can I use this framework to rank funds of funds for asset allocation?

Yes, you can systematically rank funds of funds (FOF) for asset allocation. The framework supports FOF portfolio construction, evaluates underlying manager quality, and provides rebalancing strategy recommendations.

Does fund analysis require predefined benchmark definitions to work?

Yes, fund analysis requires clear data inputs and predefined benchmark definitions before evaluation. Defining benchmarks ensures performance metrics like information ratio accurately measure sustainable excess returns against a relevant market baseline.

What is the best way to screen funds to avoid chasing short-term performance noise?

The best way to avoid chasing short-term performance noise is systematically screening funds across performance, risk, and style drift dimensions. Applying backtestable criteria isolates funds with genuine sustainable alpha instead of temporary yield spikes.