worldquant-skill
Automated quantitative factor research, backtesting, and research logging
All Skills in This Repository (3)
Pure Emerald Level Indicatorsknowledge-base-search-skill
Search a WorldQuant BRAIN Alpha research knowledge base with keyword and natural language queries.
alpha-research-recorder
Log structured alpha research sessions in YAML or Markdown formats.
factor-backtest-skill
Batch backtest exactly 8 Alpha expressions with validation and error handling.
Frequently Asked Questions
FAQPage SchemaHow to install worldquant-skill?โผ
Run `npx skills add GRD-Chang/worldquant-skill --all -g -y` in your terminal to install all three skills globally. You also need the WorldQuant BRAIN MCP tool installed via `pip install cnhkmcp`.
How to backtest Alpha factors on WorldQuant BRAIN?โผ
Ask your agent to use the factor_backtest skill with exactly 8 Alpha expressions. It validates the expressions, submits a batch simulation, monitors progress, and returns Sharpe, fitness, turnover, and IC metrics automatically.
How to reduce turnover in a WorldQuant Alpha?โผ
Use the knowledge_base_search skill with a query like "how to reduce turnover". It searches the built-in optimization library and returns proven methods with source references and ready-to-apply code examples.
Does worldquant-skill work with Claude Code and Gemini CLI?โผ
Yes. All three skills follow the standard SKILL.md format and run in Claude Code, Gemini CLI, and iFlow, either through direct conversation or workflow files that define step-by-step procedures.
Can I track my quant research sessions automatically?โผ
Yes. The alpha-research-recorder skill saves session configurations, per-round results, and final summary reports as structured YAML and Markdown files, so every research decision stays traceable.
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