VernonOYCommunity·9 Agent Skills Included

alpha-skills

Quant factor discovery, evaluation, backtesting, and daily signals

Discovers, evaluates, and backtests quantitative trading factors from plain-language requests. Runs institutional-grade IC/ICIR, quintile, and robustness analysis without writing pandas boilerplate. Monitors factor decay, mines new candidates, and generates daily target portfolios for A-share, HK, and US markets. Automates the full research loop from idea to live trading signal.

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npx skills add VernonOY/alpha-skills --all -g -y

All Skills in This Repository (9)

Pure Emerald Level Indicators

📦 In Repo

VernonOY

alpha-monitor

Compute 60-day rolling IC and ICIR for active factors and classify health across markets.

alpha-discover

Translate English or Chinese factor ideas into computable expressions with data fields.

alpha-library

Manage factor metadata with CRUD operations in a SQLite-backed registry.

alpha-signal

Generate daily trading signals from an SQLite factor registry and export a target portfolio.

alpha-autopilot

Automate quantitative factor lifecycle management from mining to retirement.

alpha-report

Generate factor library reports with health, ranking, and comparison insights.

alpha-mine

Generate, screen, and evaluate quantitative factors using predefined templates.

alpha-backtest

Backtest single- and multi-factor portfolios with gate checks and IS/OOS evaluation.

alpha-evaluate

Computes factor quality via IC, ICIR, quintile, and robustness analyses.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Alpha Skills?▼

Run `npx skills add VernonOY/alpha-skills --all -g -y` in your terminal to install all nine quant research skills globally.

How to evaluate a trading factor with AI?▼

Just say something like "evaluate the momentum_20 factor" and the skill runs a full IC, ICIR, quintile, and robustness analysis with charts.

Can Alpha Skills backtest multi-factor strategies?▼

Yes. It combines your chosen factors into a portfolio, runs IS/OOS backtests with Sharpe, drawdown, and profit factor metrics, and applies configurable gate checks.

Which stock markets does Alpha Skills support?▼

It works out of the box for A-share, Hong Kong, and US stocks, automatically applying each market's trading rules, costs, and benchmarks.

Do I need coding experience to use Alpha Skills?▼

No. You describe what you want in plain English or Chinese, and the skills write and run the Python analysis for you.