GRD-ChangGRD-ChangCommunityยท3 Agent Skills Included

worldquant-skill

Automated quantitative factor research, backtesting, and research logging

Automates quantitative factor research on the WorldQuant BRAIN platform from idea to verified result. Batch-backtests exactly 8 Alpha expressions with built-in validation, progress monitoring, and error recovery, eliminating manual submission and stalled simulations. Searches a curated knowledge base for data fields, turnover reduction methods, and proven Alpha examples. Records every research session, round, and final summary as structured YAML and Markdown logs for full traceability.
npx skills add GRD-Chang/worldquant-skill --all -g -y

All Skills in This Repository (3)

Pure Emerald Level Indicators

Frequently Asked Questions

FAQPage Schema
How to install worldquant-skill?โ–ผ

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?โ–ผ

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?โ–ผ

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?โ–ผ

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?โ–ผ

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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