vnpy-export
Export a Vibe-Trading backtest strategy to a runnable vnpy CtaTemplate Python class — supports A-share equities, futures, and crypto via BarGenerator + ArrayManager.
Best for Quant developers using both…Works with GitHubLow risk
⌘source
- author
@HKUDS- language
- Python
★2.2kstars
512forks
Apr 21, 2026
✦overview.md
Key Features
- ·Translates Vibe-Trading strategies to vnpy CtaTemplate subclasses
- ·Generates runnable Python files for vnpy CTA Strategy App
- ·Supports A-share equities, futures, and crypto via BarGenerator + ArrayManager
- ·Outputs to artifacts/vnpystrategy/<StrategyName>Strategy.py
- ·Works from backtest runs or strategy descriptions
Use Cases
- →Converting a Vibe-Trading backtest strategy to run in vnpy's live trading engine
- →Exporting a trading strategy for use in vnpy's CTA backtester
- →Translating signal logic from Vibe-Trading to vnpy's CtaTemplate framework
Best for
- ✓Quant developers using both Vibe-Trading and vnpy frameworks
- ✓Teams migrating strategies between trading platforms
Not ideal for
- !Non-Python trading systems
- !Strategies not using vnpy's CTA framework
FAQs
name
vnpy-export
description
Export a Vibe-Trading backtest strategy to a runnable vnpy CtaTemplate Python class — supports A-share equities, futures, and crypto via BarGenerator + ArrayManager.
category:tool
Overview
This skill translates a Vibe-Trading strategy into a vnpy CtaTemplate subclass .py file
that can be loaded directly into the vnpy CTA Strategy App for live trading or vnpy backtesting.
Output file: artifacts/vnpy_strategy/<StrategyName>Strategy.py (inside the run directory).
vnpy is the most widely-used open-source quant framework in mainland China (39k+ GitHub stars).
Use this skill when the user asks to export to vnpy, requests a /vnpy command, or wants to
run a Vibe-Trading strategy inside vnpy's CTA backtester or live trading engine.
Workflow: Export from Backtest Run
load_skill("vnpy-export")— read this guideread_file("config.json")— extract instrument, dates, parameters, intervalread_file("code/signal_engine.py")— understand the Python signal logic- Determine asset class from
config.json→ choose correct CtaTemplate convention (see below) - Translate signal logic to CtaTemplate using the reference tables
write_file("artifacts/vnpy_strategy/<StrategyName>Strategy.py")— save the output- Return the class in a code block with setup instructions
Workflow: Generate from Description
$install
1-click copynpx skills add HKUDS/Vibe-Trading --skill vnpy-exportSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.