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量化交易信号
by
sanduan003
· GitHub ↗
· v1.1.0
2052
Downloads
0
Stars
12
Active Installs
2
Versions
Install in OpenClaw
/install quant-trading-signals
Description
量化交易信号系统。基于MACD、RSI、KDJ、均线、布林带等技术指标生成买卖信号。支持港股、美股、加密货币。
Usage Guidance
This skill appears to do exactly what it says: fetch historical prices and compute trading indicators. Before installing or running it: 1) Inspect the code yourself (it uses broad try/except that can hide errors). 2) Run it in an isolated Python virtualenv (do not use --break-system-packages) to avoid modifying system packages; install yfinance, numpy and pandas explicitly. 3) Expect it to make network requests to Yahoo Finance via yfinance—do not run it where network exfiltration is a concern. 4) The author/source is unknown and there is no homepage; treat outputs as experimental and not financial advice. If you need higher assurance, request a signed release or a package from a known repository and ask the author to fix the dependency list and reduce overly broad exception handling.
Capability Analysis
Type: OpenClaw Skill
Name: quant-trading-signals
Version: 1.1.0
The skill bundle is a standard quantitative trading signal tool that calculates technical indicators like MACD, RSI, and Bollinger Bands. The Python script `scripts/signals.py` uses the legitimate `yfinance` library to fetch market data and performs local mathematical calculations as described in `SKILL.md`, with no evidence of malicious intent, data exfiltration, or suspicious execution patterns.
Capability Assessment
Purpose & Capability
The name/description (technical‑indicator trading signals for HK/US/crypto) matches the included Python script: it fetches historical prices via yfinance and computes MACD, RSI, MA, Bollinger Bands and a combined signal. The skill does not request unrelated binaries, env vars, or config paths.
Instruction Scope
SKILL.md instructs installing Python packages and running scripts with symbol args; the runtime behavior is limited to fetching market data (via yfinance/Yahoo Finance) and local computation. It does not access arbitrary user files or environment variables. Note: the instructions include a pip flag (--break-system-packages) that can alter system Python installs; also SKILL.md omits an explicit pandas dependency even though yfinance returns pandas DataFrames used by the script.
Install Mechanism
There is no formal install spec, but SKILL.md tells users to run pip3 install yfinance numpy --break-system-packages. That will modify the local Python environment; the --break-system-packages flag is platform/packaging specific and may be unsafe on shared systems. The instruction also omits pandas which is effectively required. Because there is no packaged, vetted distribution, dependency installation relies on the user's environment and carries standard pip risks.
Credentials
The skill declares and uses no environment variables or credentials. That is proportionate to its stated purpose. The only external access is network calls via yfinance to fetch market data (expected).
Persistence & Privilege
The skill does not request persistent or elevated platform privileges (always:false). It does not modify other skills or system configuration. Running it will not create long‑lived agent presence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install quant-trading-signals - After installation, invoke the skill by name or use
/quant-trading-signals - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
- Added support information for Hong Kong stocks, US stocks, and cryptocurrencies.
- Expanded signal indicator table with clearer descriptions and value ranges.
- Introduced a star-based explanation for signal strength.
- Updated output examples and instructions for broader market compatibility.
v1.0.0
quant-trading-signals 1.0.0
- 初始版本发布,支持基于MACD、RSI、KDJ、均线、布林带等主流技术指标自动生成量化交易买卖信号。
- 提供命令行工具,兼容A股、美股及加密货币(如AAPL, BTC-USD)的信号分析。
- 输出易于理解的综合信号和操作建议。
- 明确风险提示,仅供分析参考。
Metadata
Frequently Asked Questions
What is 量化交易信号?
量化交易信号系统。基于MACD、RSI、KDJ、均线、布林带等技术指标生成买卖信号。支持港股、美股、加密货币。 It is an AI Agent Skill for Claude Code / OpenClaw, with 2052 downloads so far.
How do I install 量化交易信号?
Run "/install quant-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 v1.1.0.
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