joinquant-skill: AI agent skill for generating quantitative strategy code on JoinQuant platform

by gaaiyun · Agent Tool · ★ 91

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install joinquant-skill

git clone https://github.com/gaaiyun/joinquant-skill.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-skillaibacktestingchinese-quantclaude-codecursoretfjoinquantlintpython

Quick Facts

Stars91
Forks19
LanguagePython
CategoryAgent Tool
Quality Score61/100
Open Issues1
Last Updated2026-11-02
Created2026-04-18
Platformsclaude-code, python
Est. Tokens~16k

About joinquant-skill

JoinQuant Skill 让 AI agent(Cursor / Claude Code / Codex / OpenCode 等)能正确生成符合聚宽(JoinQuant)平台的量化策略代码。 项目本身不教 AI 做策略,而是给 AI 一份结构化的 API 知识库、可粘贴运行的策略模板、静态检查工具、因子库与单因子分析工具,以及一条把券商研报变成聚宽策略代码的流水线。所有产物都被组织成一个可 install 的 skill,被 Cursor / Claude Code / MCP 客户端按需检索。 一、它解决什么具体问题 用 Claude / Cursor 写聚宽策略时反复遇到的几个坑: 模型乱编 API:让它写 DiD 它返回 ;让它写聚宽策略它返回 ——这些函数都不存在。 数据 API 与回测 API 混淆:聚宽的 在回测里和研究里行为不一样,模型常不分场景乱用。...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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