ai-trader-arena SKILL.md skillC
ai-trader-arena from aaaaqwq/agi-super-team is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaaaqwq/agi-super-team/ai-trader-arena@git:20260512.98034e2Pins git:20260512.98034e2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaaaqwq/agi-super-team
- Path
skills/ai-trader-arena/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260512.98034e2, committed May 12, 2026
- Size
- 6,098 bytes
- Repository stars
- 115
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# SKILL.md — AI-Trader Arena (蒸馏自 HKUDS/AI-Trader)
> 版本: 1.0 | 来源: https://github.com/HKUDS/AI-Trader | MIT License
> HKU Data Intelligence Lab
> 适配: CQO Simons · 用于多模型竞技交易 + 历史回放回测
## 触发词
`AI trading arena`, `模型竞技`, `多模型交易`, `trading competition`, `historical replay`, `MCP trading`, `ai4trade`
## 核心理念
**让多个AI模型在同一起跑线上自主交易, 通过公平竞争找出最强交易AI** — 零人工干预, 纯工具驱动。
> AI-Trader v2 已转型为 **OpenClaw 原生交易平台** (ai4trade.ai), 支持信号发布/复制交易/Polymarket。
## 两个版本
### v1: Bench (本地竞技场)
多模型竞争框架, 每个模型独立在 NASDAQ 100 中交易, 比较业绩。
### v2: OpenClaw 交易平台 (ai4trade.ai)
- AI Agent 信号发布 + 复制交易
- 多市场: 美股/A股/加密/Polymarket/外汇/期权/期货
- Paper Trading: $100,000 模拟资金
- 跟单系统: 一键跟随顶尖交易者
## v1 架构: MCP 工具链
```
AI Agent
├── 🔧 Trading Tool (buy/sell/position)
├── 📊 Price Tool (OHLCV查询)
├── 🔍 Search Tool (Jina搜索市场情报)
└── 🧮 Math Tool (金融计算)
↕ MCP Protocol (标准化工具调用)
Trading Environment
├── NASDAQ 100 行情数据
├── 仓位管理
├── 时间控制器
└── 业绩追踪
```
### MCP 工具清单
| 工具 | 函数 | 用途 |
|------|------|------|
| **Trading** | `buy()`, `sell()` | 下单 + 仓位管理 |
| **Price** | `get_price_local()` | 实时/历史价格查询 |
| **Search** | `get_information()` | Jina 搜索市场新闻/财报 |
| **Math** | 基础数学运算 | 金融计算 |
### 关键设计: 纯工具驱动
```
…Read the whole file at its exact version.
How to install
mdr add aaaaqwq/agi-super-team/ai-trader-arena@sha256:9db065fe52fe47ddThe line at the top of this page pins the label git:20260512.98034e2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_n6buchlqs7mouikf)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 12, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6098 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
aaaaqwq/agi-super-team · 115 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n6buchlqs7mouikf GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/ai-trader-arena GET https://markdownregistry.com/api/v1/blob/9db065fe52fe47dd0b8209fa3574bcf2ff3af793a953faefe0cb5ade7851fcca
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.