Agent skill

Rqalpha

by lzwme in lzwme/finance-quant-skills

RQAlpha 米筐开源事件驱动回测框架。支持A股和期货,模块化架构,可自由扩展;当用户需要快速回测A股/期货策略、使用内置数据(download-bundle)、开发Mod插件,或提及 rqalpha、米筐时使用。与 backtrader 相比,rqalpha 内置A股日线数据、安装更简便,适合快速验证;backtrader 更灵活、社区更大。若用户仅需数据获取而无回测需求,引导使用…

No licenceAuto-check passedBusiness, Finance & HR

Install Rqalpha

skills CLI
$ npx skills add lzwme/finance-quant-skills --skill rqalpha -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install lzwme/finance-quant-skills rqalpha --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rqalpha .claude/skills/rqalpha && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
rqalpha
GitHub stars
441
Token cost
~1.8k tokens
SKILL.md length
175 words
Files
2 (incl. references)
Skills in repo
13
Repo updated
First seen
Licence
None found

At a glance

RQAlpha 米筐开源事件驱动回测框架。支持A股和期货,模块化架构,可自由扩展;当用户需要快速回测A股/期货策略、使用内置数据(download-bundle)、开发Mod插件,或提及 rqalpha、米筐时使用。与 backtrader 相比,rqalpha 内置A股日线数据、安装更简便,适合快速验证;backtrader 更灵活、社区更大。若用户仅需数据获取而无回测需求,引导使用…

  • Business, Finance & HR work in your project
  • SKILL.md covers 安装, 策略结构, 运行回测 and 代码格式, plus 11 more sections
  • Calls pip, python and bundle

What it does

Rqalpha is an agent skill from lzwme/finance-quant-skills. RQAlpha 米筐开源事件驱动回测框架。支持A股和期货,模块化架构,可自由扩展;当用户需要快速回测A股/期货策略、使用内置数据(download-bundle)、开发Mod插件,或提及 rqalpha、米筐时使用。与 backtrader 相比,rqalpha 内置A股日线数据、安装更简便,适合快速验证;backtrader 更灵活、社区更大。若用户仅需数据获取而无回测需求,引导使用 baostock/akshare/tushare 等数据 Skill。

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/advanced-strategies.md`).

It sits in Business, Finance & HR. The repository describes itself as: 一个面向金融量化交易领域的 Agent Skills 技能维护仓库,主要聚焦A股量化交易。

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/rqalpha”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit d973f35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • pip
    • python
    • bundle

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • rqalpha.readthedocs.io
    • github.com
    • ricequant.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rqalpha loads about 1.8k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 175 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 175 words (~1,759 tokens).

name
rqalpha

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in skills/rqalpha of lzwme/finance-quant-skills.

  • SKILL.md
  • references/advanced-strategies.md

Open the folder on GitHubat commit d973f35

Compare with similar skills

Rqalpha next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Rqalpha compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rqalpha this skilllzwme/finance-quant-skills441—~1.8kAutomated safety check: PassNone
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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Questions about Rqalpha

What does Rqalpha do?

RQAlpha 米筐开源事件驱动回测框架。支持A股和期货,模块化架构,可自由扩展;当用户需要快速回测A股/期货策略、使用内置数据(download-bundle)、开发Mod插件,或提及 rqalpha、米筐时使用。与 backtrader 相比,rqalpha 内置A股日线数据、安装更简便,适合快速验证;backtrader 更灵活、社区更大。若用户仅需数据获取而无回测需求,引导使用…. Rqalpha is an agent skill from lzwme/finance-quant-skills.

When should I use Rqalpha?

Rqalpha fits situations like: business, Finance & HR work in your project.

How do I install Rqalpha in Claude Code?

Run `npx skills add lzwme/finance-quant-skills --skill rqalpha -a claude-code`. Or copy the skill folder (skills/rqalpha in lzwme/finance-quant-skills) into .claude/skills/rqalpha in your project. Claude Code loads it when a task matches its description.

How do I install Rqalpha in Codex?

Run `npx skills add lzwme/finance-quant-skills --skill rqalpha -a codex`. Or copy the skill folder (skills/rqalpha in lzwme/finance-quant-skills) into .agents/skills/rqalpha in your project. Codex loads it when a task matches its description.

Can I use Rqalpha in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lzwme/finance-quant-skills --skill rqalpha -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rqalpha, .gemini/skills/rqalpha, .github/skills/rqalpha and .opencode/skills/rqalpha in your project.

What does Rqalpha need to run?

Going by SKILL.md and its folder, Rqalpha needs the command-line tools its instructions call (pip, python and bundle). Our summary lists: Python 3.

Does Rqalpha access the network?

SKILL.md names 3 domains. As links in the text: rqalpha.readthedocs.io, github.com and ricequant.com. This is read from the text; nothing was executed.

Is Rqalpha safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Rqalpha use?

No licence was found for Rqalpha or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Rqalpha use?

About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.2k tokens, read only when the agent opens those files.

What are the alternatives to Rqalpha?

Skills that share tags, products or a category with Rqalpha: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rqalpha?

lzwme (a GitHub organization) maintains it in lzwme/finance-quant-skills, which has 441 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 23, 2026.

Source: lzwme/finance-quant-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.