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量化交易信号
by
sanduan003
· GitHub ↗
· v1.0.0
1001
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0
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Install in OpenClaw
/install trading-signals
Description
量化交易信号系统。基于多种技术指标（MACD、RSI、KDJ、布林带、均线）生成买卖信号。支持金叉死叉、底背离、顶背离、超买超卖等信号。适用于股票和加密货币。
Usage Guidance
这个技能从 Yahoo Finance（通过 yfinance）拉取市场数据并在本地计算指标；在安装前请：1) 在虚拟环境或容器中运行 pip install，以避免影响系统包；2) 注意 yfinance 使用网络获取数据，可能受限于网络/频率限制；3) 本工具仅做信号参考，不构成投资建议；4) 若担心供应链风险，可在容器中审计或运行脚本源码而非直接安装未知包。
Capability Analysis
Type: OpenClaw Skill
Name: trading-signals
Version: 1.0.0
The skill bundle provides a legitimate quantitative trading signal system. The Python script (scripts/signals.py) uses the standard yfinance library to fetch historical market data and implements common technical indicators (MACD, RSI, KDJ) using basic arithmetic. There is no evidence of data exfiltration, malicious execution, or prompt injection; the instructions in SKILL.md are consistent with the tool's stated purpose.
Capability Assessment
Purpose & Capability
技能声明为基于技术指标生成买卖信号；代码实现了 MACD、RSI、KDJ、均线、布林带等指标并从 yfinance 获取历史行情，要求与描述一致。
Instruction Scope
SKILL.md 仅指导安装所需 Python 包并运行脚本；脚本只读取行情数据（通过 yfinance）、计算指标并在控制台打印结果，没有读取本地敏感文件、访问未声明的环境变量或向外部服务器上报结果。
Install Mechanism
技能为指令型（无 install spec），建议用 pip 安装 yfinance 和 numpy；这是常见做法，但 SKILL.md 建议的 pip 参数（--break-system-packages）不常见，建议在虚拟环境/容器中安装以避免影响系统 Python。
Credentials
没有要求任何环境变量、凭据或配置路径；脚本运行所需的外部依赖（yfinance、numpy）与功能直接相关，未请求与用途不符的机密。
Persistence & Privilege
元数据未请求 always:true 或其他持久化特权；技能不会修改其它技能配置或系统设置，且为用户调用即可（agent 可自主调用为平台默认行为，但并未与广泛凭据结合）。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install trading-signals - After installation, invoke the skill by name or use
/trading-signals - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the trading-signals skill.
- Generates quantitative trading signals for stocks and cryptocurrencies based on technical indicators: MACD, RSI, KDJ, Moving Averages, and Bollinger Bands.
- Supports detection of crossover signals (golden/dead cross), divergence, and overbought/oversold conditions.
- Provides signal strength assessment and clear example outputs.
- Includes installation instructions and risk disclaimer.
Metadata
Frequently Asked Questions
What is 量化交易信号?
量化交易信号系统。基于多种技术指标（MACD、RSI、KDJ、布林带、均线）生成买卖信号。支持金叉死叉、底背离、顶背离、超买超卖等信号。适用于股票和加密货币。 It is an AI Agent Skill for Claude Code / OpenClaw, with 1001 downloads so far.
How do I install 量化交易信号?
Run "/install trading-signals" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 量化交易信号 free?
Yes, 量化交易信号 is completely free (open-source). You can download, install and use it at no cost.
Which platforms does 量化交易信号 support?
量化交易信号 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 量化交易信号?
It is built and maintained by sanduan003 (@sanduan003); the current version is v1.0.0.
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