portopt
CommunityOptimize investment portfolios with advanced AI guidance.
Finance & Accounting#optimization#investment#financial modeling#risk management#portfolio#scenario analysis
Authorradrhm
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps users analyze, optimize, and manage investment portfolios by providing detailed risk metrics, asset allocation strategies, and scenario simulations.
Core Features & Use Cases
- Portfolio Analysis: Assess expected returns, volatility, and risk-adjusted performance metrics of a given asset mix.
- Optimization Strategies: Generate optimized asset weights based on methods like maximum Sharpe ratio, minimum volatility, and risk parity.
- Scenario & Stress Testing: Simulate portfolio performance in historical crises and future projections through Monte Carlo analysis.
- Use Case: An investor wants to rebalance their holdings using AI-guided weightings and explore potential outcomes and risks across different market scenarios.
Quick Start
Use the portopt skill to input your current asset list, specify risk preferences, and generate a recommended portfolio allocation.
Dependency Matrix
Required Modules
yfinancePyPortfolioOptreportlabscipypandasnumpy
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: portopt Download link: https://github.com/radrhm/portopt/archive/main.zip#portopt Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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