bambu-studio-ai
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Run trading strategy backtests with natural language — powered by Vynn
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install beee003/vynn-backtester打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Backtest any trading strategy with natural language. Get Sharpe ratio, returns, drawdown, and full equity curves in seconds.
VYNN_API_KEY in your environment or skill config/backtest "your strategy here" from any OpenClaw agent# Sign up (instant, returns your API key)
curl -X POST https://the-vynn.com/v1/signup -H "Content-Type: application/json" -d '{"email": "you@example.com"}'
# Set the key
export VYNN_API_KEY="vynn_free_..."
/backtest "RSI mean reversion on AAPL, 2 year lookback"
/backtest "MACD crossover on SPY with 20/50 EMA filter"
/backtest --tickers AAPL,MSFT,GOOGL --strategy "momentum top 3"
/backtest '{"entries": [{"indicator": "RSI", "op": "<", "value": 30}], "exits": [{"indicator": "RSI", "op": ">", "value": 70}]}' --tickers AAPL
from plugin import VynnBacktesterPlugin
vynn = VynnBacktesterPlugin()
results = vynn.compare(
strategies=[
"RSI mean reversion",
"MACD crossover",
"Bollinger band breakout",
],
tickers=["SPY"],
)
for r in results:
print(f"{r.stra...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# Vynn Backtester
Backtest any trading strategy with natural language. Get Sharpe ratio, returns, drawdown, and full equity curves in seconds.
## What it does
- **Natural language strategies**: Describe your strategy in plain English and Vynn translates it into a runnable backtest
- **Structured strategies**: Power users can pass precise entry/exit rules as JSON
- **Full metrics**: Sharpe ratio, total return, max drawdown, win rate, trade count, and equity curve
- **Multi-ticker**: Backtest across any combination of stocks, ETFs, or indices
- **Strategy comparison**: Compare multiple strategies head-to-head, ranked by Sharpe ratio
- **No infrastructure**: No local data downloads, no dependencies beyond Python stdlib
## Setup
1. Get a free API key at [the-vynn.com](https://the-vynn.com) (10 backtests/month, no credit card)
2. Set `VYNN_API_KEY` in your environment or skill config
3. Run `/backtest "your strategy here"` from any OpenClaw agent
### Quick start
```bash
# Sign up (instant, returns your API key)
curl -X POST https://the-vynn.com/v1/signup -H "Content-Type: application/json" -d '{"email": "you@example.com"}'
# Set the key
export VYNN_API_KEY="vynn_free_..."
```
## Usage examples
### Simple natural language backtest
```
/backtest "RSI mean reversion on AAPL, 2 year lookback"
```
### Momentum strategy
```
/backtest "MACD crossover on SPY with 20/50 EMA filter"
```
### Multi-ticker portfolio
```
/backtest --tickers AAPL,MSFT,GOOGL --strategy "momentum top 3"
```
### Structured entry/exit rules
```
/backtest '{"entries": [{"indicator": "RSI", "op": "<", "value": 30}], "exits": [{"indicator": "RSI", "op": ">", "value": 70}]}' --tickers AAPL
```
### Compare strategies
```python
from plugin import VynnBacktesterPlugin
vynn = VynnBacktesterPlugin()
results = vynn.compare(
strategies=[
"RSI mean reversion",
"MACD crossover",
"Bollinger band breakout",
],
tickers=["SPY"],
)
for r in results:
print(f"{r.stra...Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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