ai-quant-master提供从QMT行情数据获取、因子构建、回测分析到多智能体协作与实盘交易的全流程AI量化交易解决方案。
Install via ClawdBot CLI:
clawdbot install haohanyang92/ai-quant-masterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://openclaw.sh/install.sh | bashCalls external URL not in known-safe list
https://github.com/questdb/questdb/releasesUses known external API (expected, informational)
raw.githubusercontent.comAI Analysis
The skill instructs users to download and run external scripts (QuestDB, OpenClaw) from GitHub and other URLs, which is a standard but potentially risky practice if the sources are compromised. No evidence of credential harvesting, hidden instructions, or data exfiltration exists; all external calls align with the stated purpose of setting up the quant stack. The primary risk is user responsibility for verifying the integrity of third-party tools.
Generated May 11, 2026
散户或新手利用此技能从QMT获取A股数据，加工因子，进行回测分析，并借助AI因子框架和多智能体架构实现策略优化与实盘部署，快速掌握量化交易全流程。
小型量化团队利用多智能体架构分配研究、选股、策略、风控、执行等任务，通过飞书机器人协作，提升因子挖掘和策略迭代效率，实现7x24小时自动化投研。
量化研究员使用Kimi+Trae对话式因子研究框架，快速生成和测试新因子，结合QuestDB存储和Backtrader回测，辅助人工发现有效因子。
私募基金部署OpenClaw多智能体架构，连接QMT实盘接口，配置飞书监控和定时任务，实现自动化选股、调仓和风控，降低运营成本。
培训机构和教育平台将此技能包作为量化交易课程内容，学员从数据获取到实盘演练一站式学习，快速培养量化实战人才。
开发稳定盈利的量化策略，通过OpenClaw部署后，以月度或季度订阅方式向散户或小机构提供策略信号或自动跟单服务。
将整个技能包封装成云平台，提供数据获取、因子加工、回测、AI因子研究、多智能体协作等功能，按使用量或套餐收费。
为私募或资管机构定制集成QMT、QuestDB、OpenClaw的量化系统，负责安装、配置、策略接入和培训，按项目收费。
💬 Integration Tip
推荐首先在模拟环境中完成QMT数据获取、因子加工和回测，再逐步集成OpenClaw多智能体架构；注意飞书机器人配置需通过审核，建议提前准备。
Scored May 11, 2026
Audited Apr 17, 2026 · audit v1.0
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