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budget-profile

Generate asset pool profiles with performance metrics, risk measures, and correlation analysis.

33|2|Updated May 13, 2026
Search Tags:#financial data#portfolio management#risk assessment#investment analysis#asset profiling
One-click install
npx skills add https://github.com/adennng/stock_strategy_lab --skill budget-profile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: budget-profile
Source: https://github.com/adennng/stock_strategy_lab/tree/main/src/strategy_lab/skills/budget_agent/budget-profile
Command: npx skills add https://github.com/adennng/stock_strategy_lab --skill budget-profile

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires MiniQMT, AKShare, and includes scripts (resource) and references (resource) components.

What problem does it solve?

The budget-profile skill solves the problem of efficiently generating comprehensive asset pool profiles for investment strategy optimization and decision-making.

Core Features & Use Cases

  • Automated Data Collection: Collects and standardizes asset metadata from various data sources.
  • Comprehensive Profiling: Generates detailed profiles of asset pools, including performance metrics, risk measures, and correlation analysis.
  • Customizable Outputs: Provides both human-readable and machine-readable outputs for flexible analysis and integration with other systems.

Quick Start

Run the budget-profile skill for the budget run with the state file located at '/path/to/budget_run_state.json' to generate the asset pool profile.

Frequently Asked Questions about budget-profile

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

FAQPage Schema
How do I generate asset pool profiles for investment strategy optimization?▼

To generate asset pool profiles, you run the budget-profile skill using a budget run state file to collect financial data, apply statistical analysis, and output performance metrics, risk measures, and correlation analysis.

What financial data sources are required for asset profiling and portfolio construction?▼

Asset profiling requires financial data sources and statistical analysis tools, specifically MiniQMT and AKShare, to collect and standardize asset metadata for comprehensive investment decision-making.

Can I use MiniQMT and AKShare to automate risk assessment for my asset pool?▼

Yes, you can use MiniQMT and AKShare within the budget-profile skill to automate data collection and generate detailed risk measures and correlation analysis for your asset pool.

What is the best way to collect and standardize financial data for portfolio management?▼

The best way to standardize financial data is using the budget-profile skill, which automates collection from various sources and provides both human-readable and machine-readable outputs for flexible integration.

Does the budget-profile skill provide machine-readable outputs for system integration?▼

Yes, the budget-profile skill provides customizable outputs, delivering both human-readable profiles and machine-readable formats to support flexible analysis and integration with other portfolio management systems.

When do I need to run a budget profile for investment decision-making?▼

You need to run a budget profile when constructing portfolios or assessing risks, requiring a state file at a specified path to process financial data and generate detailed asset pool profiles for strategy optimization.

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