Vibe Trading

https://vibetrading.wiki/
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An open-source finance research agent that converts natural-language market questions into runnable...
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### Install Vibe-Trading using uv

Source: https://vibetrading.wiki/home

Install the Vibe-Trading package using the uv tool. This command also initializes the Vibe-Trading environment and starts the server.

```bash
uv tool install vibe-trading-ai
vibe-trading init
vibe-trading serve --port 8899
```

--------------------------------

### Install and Use Alpha Library CLI

Source: https://vibetrading.wiki/alpha-library

Instructions for installing the vibe-trading-ai library and using the CLI to list alphas within a zoo or benchmark a zoo against a custom universe and period.

```bash
# install
pip install vibe-trading-ai

# list every alpha in a zoo
vibe-trading alpha list --zoo gtja191

# benchmark a zoo on your universe and period
vibe-trading alpha bench --zoo gtja191 --universe csi300 --period 2020-2025
```

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### Install Vibe-Trading using pip

Source: https://vibetrading.wiki/home

Install the Vibe-Trading Python package using pip. This command also initializes the Vibe-Trading environment.

```bash
pip install vibe-trading-ai
vibe-trading init
vibe-trading
```

--------------------------------

### Install Vibe-Trading from Source

Source: https://vibetrading.wiki/home

Clone the Vibe-Trading repository and install it in editable mode using pip. This is useful for development or when using the latest unreleased code.

```bash
git clone https://github.com/HKUDS/Vibe-Trading
cd Vibe-Trading
pip install -e .
vibe-trading
```

--------------------------------

### Install and Run Alpha Benchmarking with vibe-trading-ai

Source: https://vibetrading.wiki/research-lab/posts/alpha-191-in-2026.html

Install the vibe-trading-ai library and set up your token. Then, use the CLI to run alpha benchmarking for a specified zoo, universe, and period. This command generates an HTML report with detailed alpha performance metrics.

```bash
pip install vibe-trading-ai
export TUSHARE_TOKEN=your_token_here
vibe-trading alpha bench --zoo gtja191 \
                         --universe csi300 \
                         --period 2020-2025 \
                         --top 20
```

--------------------------------

### Run Market Research with Vibe-Trading CLI

Source: https://vibetrading.wiki/alpha-library/content/gtja191/index.html

Execute market research queries using the Vibe-Trading command-line interface. This example demonstrates backtesting a strategy for BTC-USDT.

```bash
$ vibe-trading run -p "Backtest BTC-USDT 20/50 MA for 2024"
route: crypto data -> strategy -> backtest -> run card
return +18.6% max drawdown -7.4%
```

```bash
$ vibe-trading --swarm-run investment_committee
workers: macro, quant, risk, catalyst
report saved with evidence, metrics, and caveats
BTC-USDTSPY510300.SHUSDCNH
```

--------------------------------

### Run Market Research with Vibe-Trading CLI

Source: https://vibetrading.wiki/home

Execute market research queries using the Vibe-Trading command-line interface. Specify research parameters like asset, timeframe, and strategy.

```bash
vibe-trading run -p "Backtest BTC-USDT 20/50 MA for 2024"
```

```bash
vibe-trading --swarm-run investment_committee
```

--------------------------------

### Run Alpha Benchmarking Tool

Source: https://vibetrading.wiki/research-lab/posts/alpha-191-in-2026.html

Command to run the alpha benchmarking tool for a specific alpha zoo and universe over a defined period. This command generates an HTML report with detailed alpha performance metrics.

```bash
$ vibe-trading alpha bench --zoo gtja191 --universe csi300 \
                            --period 2018-2025 --top 20
```

--------------------------------

### Run a Market Research Query

Source: https://vibetrading.wiki/alpha-library/content/alpha101/index.html

Execute a natural language query to perform market research, such as backtesting a trading strategy. The output shows the route taken and the results.

```bash
vibe-trading run -p "Backtest BTC-USDT 20/50 MA for 2024"
```

--------------------------------

### Run a Swarm Analysis

Source: https://vibetrading.wiki/alpha-library/content/alpha101/index.html

Initiate a swarm analysis with predefined research teams. The command specifies the swarm and indicates that a report with evidence and metrics will be saved.

```bash
vibe-trading --swarm-run investment_committee
```

--------------------------------

### Alpha 191: Top Surviving Formulas

Source: https://vibetrading.wiki/research-lab/posts/alpha-191-in-2026.html

Formulas for top-performing surviving alphas, identified by zoo ID and formula paraphrase. These are reproduced verbatim from the registry.

```plaintext
-1*((l-c)*(o^5))/((c-h)*(c^5))
```

```plaintext
sma(v*((c-l)-(h-c))/(h-l),11,2)-sma(v*((c-l)-(h-c))/(h-l),4,2)
```

```plaintext
rank(((-1*ret)*mean(v,20))*vwap*(high-close))
```

```plaintext
(-1 * DELTA(((CLOSE - LOW) - (HIGH - CLOSE)) / (HIGH - LOW), 1))
```

```plaintext
((-1*RANK((STD(ABS(CLOSE-OPEN),10)+(CLOSE-OPEN))+CORR(CLOSE,OPEN,10))))
```

--------------------------------

### Alpha 191: Famously Dead Formulas

Source: https://vibetrading.wiki/research-lab/posts/alpha-191-in-2026.html

Formulas for alphas that were previously effective but are now considered dead or reversed. These are reproduced verbatim from the registry.

```plaintext
(c-delay(c,1))/delay(c,1)*v
```

```plaintext
see body
```

```plaintext
(CLOSE-MEAN(CLOSE,6))/MEAN(CLOSE,6)*100
```
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