vibe-trading skillA
vibe-trading is agent-read markdown (skill) from hkuds/vibe-trading: Professional finance research toolkit — backtesting (10 engines + benchmark comparison panel), factor analysis, Alpha Zoo (462 pre-built alphas across qlib158/alpha101/gtja191/academic/fundamental), options pricing, 90 finance skills, 30 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 28 market-data sources (tushare, yfinance, okx, binance, akshare, baostock, tencent, mootdx, ccxt, futu, mt5, tickerall, local, eastmoney, sina, stooq, yahoo.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.
What the file says
# Vibe-Trading
Professional finance research toolkit with AI-powered backtesting (10 engines), multi-agent teams, 90 specialized skills, the **Alpha Zoo** (462 pre-built quantitative alphas across qlib158 / alpha101 / gtja191 / academic / fundamental with one-line CLI benchmarking), and the Shadow Account loop — extract your implicit trading rules from a journal, backtest them across A股/港股/美股/crypto, then see where they would have served you better.
## Setup
```bash
pip install vibe-trading-ai
```
> **Package name vs commands:** The PyPI package is `vibe-trading-ai`. Once installed, you get:
>
> | Command | Purpose |
> |---------|---------|
> | `vibe-trading` | Interactive CLI / TUI |
> | `vibe-trading serve` | Launch FastAPI web server |
> | `vibe-trading-mcp` | Start MCP server (for Claude Desktop, OpenClaw, Cursor, etc.) |
Add to your agent's MCP config:
```json
{
"mcpServers": {
"vibe-trading": {
"command": "vibe-trading-mcp"
}
}
}
```
### API Key Requirements
…Read the whole file at its exact version.
How to install
mdr add hkuds/vibe-trading/vibe-trading@v0.1.15mdr add hkuds/vibe-trading/vibe-trading@sha256:ad8c162a0fdf032fPin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.
[](https://markdownregistry.com/a/art_p2updv5p5yuxgm6p)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.15 latest | 2026-09-18 | 275ede9 | 25,977 B | A | view · diff |
| v0.1.15 | 2026-09-14 | 12f3f64 | 25,969 B | A | view · diff |
| v0.1.15 | 2026-09-14 | d1430ab | 25,784 B | A | view · diff |
| v0.1.15 | 2026-09-13 | 044d46a | 25,536 B | A | view · diff |
| v0.1.15 | 2026-09-13 | 0b8c6bf | 25,528 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (25977 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hkuds/vibe-trading · 34,089 stars · license MIT · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_p2updv5p5yuxgm6p GET https://markdownregistry.com/api/v1/resolve?ref=hkuds/vibe-trading/vibe-trading GET https://markdownregistry.com/api/v1/blob/ad8c162a0fdf032f0f2feff81b3c58f56ff2b4172b547ad5e203065bc21fa25f
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.