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Install in OpenClaw
/install precise-t-trading
Description
Professional T+0 intraday trading system for Chinese A-shares. Uses Bayesian inference, Kelly criterion, and VaR risk management to optimize day-trading deci...
Usage Guidance
This skill appears to implement the advertised trading calculations and uses Tencent's quote API, but there are some concerning inconsistencies you should address before running it:
1) Missing/incorrect files: SKILL.md tells you to edit scripts/config.py but that file is not present in the package. The code expects certain config values; locate where to set them (some defaults exist in t_trading_analysis.py) or contact the author.
2) Hard-coded author paths: scripts/stock_monitor.py writes logs to a hard-coded Windows path (I:\OpenClawWorkspace\stocks\监控日志). Edit this to a safe, relative, or configurable directory before running to avoid surprising writes or failures.
3) Run in a contained environment: use a Python virtual environment, inspect the scripts, and run them locally (paper-trade / no real orders). The package does not request credentials, but it will access the network (qt.gtimg.cn) to fetch quotes.
4) Test and review: run t_trading_analysis.py with test inputs and verify outputs. Because some code uses simulated historical data and placeholder values, validate the math and data sources before trusting recommendations.
5) If you plan to use monitoring: change the log/cache paths to a directory you control, and consider running monitor_once() instead of the continuous loop until you confirm behavior.
What would change this assessment: inclusion of the expected config.py, removal of author-local absolute paths (or making paths user-configurable), and consistent documentation (or publish scripts) would raise confidence to benign. Conversely, discovery of hidden network endpoints, credential collection, or obfuscated code would raise severity.
Capability Analysis
Type: OpenClaw Skill
Name: precise-t-trading
Version: 1.0.4
The skill bundle provides a legitimate quantitative trading tool for Chinese A-shares, featuring Bayesian win-rate updates, Kelly criterion position sizing, and Value at Risk (VaR) calculations. The code in 't_trading_analysis.py' and 'stock_monitor.py' aligns with the stated purpose of fetching real-time quotes from the Tencent Finance API (qt.gtimg.cn) and performing financial analysis. While 'stock_monitor.py' contains a hardcoded absolute path (I:\OpenClawWorkspace\...) for logging which may cause execution errors on most systems, this appears to be a developer oversight rather than a malicious intent. No evidence of data exfiltration, unauthorized execution, or harmful prompt injection was found.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description, network access (qt.gtimg.cn), and included scripts all align with a T+0 intraday analysis/monitoring tool. Dependencies (numpy, scipy, requests, colorama) are appropriate for numeric analysis and network calls.
Instruction Scope
SKILL.md instructs editing scripts/config.py and running monitor/analysis scripts, but no scripts/config.py file is present in the package. The monitor script saves logs to a hard-coded absolute Windows path (I:\OpenClawWorkspace\stocks\监控日志) rather than a relative or user-configurable location, which is unexpected and could fail or create files in surprising places. Documentation references publish scripts (publish.ps1/publish.bat) that are not included.
Install Mechanism
This is instruction-only with a standard pip dependency list and requirements.txt; there is no external archive download or obscure installer. Install instructions are proportional to the described functionality.
Credentials
The skill requests no credentials or environment variables. SKILL.md lists optional env vars for default stock and total shares (reasonable). However, the code writes cache and logs to disk (cache/ and an absolute I: path), which means it will create files locally without explicit configuration unless the user edits the scripts.
Persistence & Privilege
always:false and no autonomous special privileges — good. But the monitor script is designed to run continuously and will create log files (and tries to write to the author's I: drive). The skill will persist data locally (cache/, monitor_logs) and may run long-lived monitoring loops if the user enables them.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install precise-t-trading - After installation, invoke the skill by name or use
/precise-t-trading - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.4
Added cross-promotion link to Weekly Report Genius
v1.0.3
Added referral rewards program and user testimonials section
v1.0.2
Added payment QR code for sponsor support
v1.0.1
Added sponsor info and community links
v1.0.0
Initial release: Bayesian + Kelly + VaR trading system for A-shares
Metadata
Frequently Asked Questions
What is Precise T Trading?
Professional T+0 intraday trading system for Chinese A-shares. Uses Bayesian inference, Kelly criterion, and VaR risk management to optimize day-trading deci... It is an AI Agent Skill for Claude Code / OpenClaw, with 142 downloads so far.
How do I install Precise T Trading?
Run "/install precise-t-trading" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Precise T Trading free?
Yes, Precise T Trading is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Precise T Trading support?
Precise T Trading is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Precise T Trading?
It is built and maintained by yang77160 (@yang77160); the current version is v1.0.4.
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