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Agent Trading Bot

这是OpenClaw的AI驱动交易框架,可对接多家加密交易所与预测市场。核心功能含内置/自定义交易策略、纸盘模拟交易、实盘执行、策略回测及全面风控(止损、回撤限制、紧急平仓)。通过命令行操作,适用于搭建自动化交易机器人、测试策略逻辑、实盘加密货币交易,默认纸盘模式保障安全,需明确授权才启动实盘。

stevojarvisai-star
stevojarvisai-star
热度 49.34
最近更新 2026-05-18 11:37:53
分类:自动化依赖:代码执行 / 第三方 API / 读写文件应用场景:财务 / 自动化脚本 / 报告撰写

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add agent-trading-bot
Metadata
name
agent-trading-bot
description
AI-powered trading bot framework for OpenClaw. Connects to crypto exchanges (Binance, Hyperliquid, Bluefin) and prediction markets (Polymarket, Kalshi) via API. Provides strategy templating, risk management (position sizing, stop-losses, max drawdown), paper trading mode, and live execution with kill-switch. Use when asked to "set up trading bot", "trade crypto", "connect to Binance", "prediction market bot", "automated trading", "trading strategy", "position sizing", "risk management for trading", "paper trading", "backtest strategy", "DCA bot", "grid trading", "funding rate arbitrage", or when building autonomous trading agents on OpenClaw.

Agent Trading Bot

AI-powered trading framework for OpenClaw. Connect to exchanges, manage risk, execute strategies.

Quick Start

# Check exchange connectivity (no trades)
python3 scripts/agent-trading-bot.py status

# Paper trade (simulated) with a strategy
python3 scripts/agent-trading-bot.py paper --strategy dca --pair BTC/USDT

# Live trade (requires API keys configured)
python3 scripts/agent-trading-bot.py trade --strategy dca --pair BTC/USDT --amount 100

# Risk dashboard — current positions, exposure, P&L
python3 scripts/agent-trading-bot.py risk

# Kill switch — close all positions immediately
python3 scripts/agent-trading-bot.py kill

⚠️ Safety First

This skill includes multiple safety layers:

  1. Paper trading mode by default — no real money until explicitly enabled
  2. Maximum position size limits (configurable)
  3. Stop-loss on every position (default: 5%)
  4. Maximum drawdown circuit breaker (default: 10% of portfolio)
  5. Kill switch to close all positions instantly
  6. API keys never stored in skill files — environment variables only

The agent never trades without explicit user approval for live mode.

Commands

status — Exchange Connectivity Check

Tests API connections without trading:

  • Verifies API key validity
  • Checks account balances
  • Reports exchange status (maintenance, rate limits)
  • Shows available trading pairs

paper — Paper Trading (Simulated)

Runs strategy with fake money to test before going live:

  • Simulates order execution at market prices
  • Tracks P&L, win rate, Sharpe ratio
  • Logs every trade decision with reasoning
  • Options: --strategy, --pair, --duration, --capital

trade — Live Trading

Executes strategy with real funds:

  • Requires explicit --live flag (double confirmation)
  • All safety limits enforced
  • Every trade logged with timestamp, reasoning, and fills
  • Options: --strategy, --pair, --amount, --live

risk — Risk Dashboard

Real-time risk overview:

  • Open positions with unrealized P&L
  • Portfolio exposure by asset
  • Current drawdown vs maximum allowed
  • Margin utilization (for futures)
  • Daily/weekly/monthly P&L

kill — Emergency Kill Switch

Immediately closes all open positions:

  • Market sells all spot positions
  • Closes all futures positions
  • Cancels all pending orders
  • Logs everything
  • Requires confirmation unless --force flag

backtest — Strategy Backtesting

Test a strategy against historical data:

  • Options: --strategy, --pair, --start, --end
  • Reports: total return, max drawdown, Sharpe ratio, win rate

Strategies

Built-in Strategies

Strategy Description Risk Level
dca Dollar-Cost Average — buy fixed amount at intervals Low
grid Grid trading — buy low, sell high in a price range Medium
momentum Trend following with moving average crossovers Medium
funding Funding rate arbitrage (perpetual futures) Medium
mean-revert Buy oversold, sell overbought (RSI-based) High

See references/strategies.md for detailed strategy documentation.

Custom Strategies

Create a strategy file at strategies/<name>.json:

{
  "name": "my-strategy",
  "entry": { "indicator": "rsi", "condition": "below", "value": 30 },
  "exit": { "indicator": "rsi", "condition": "above", "value": 70 },
  "risk": { "stop_loss_pct": 3, "take_profit_pct": 9, "max_position_pct": 5 }
}

Configuration

Set exchange API keys via environment variables:

export BINANCE_API_KEY="your-key"
export BINANCE_API_SECRET="your-secret"
export HYPERLIQUID_API_KEY="your-key"
export HYPERLIQUID_API_SECRET="your-secret"

Risk limits in ~/.openclaw/trading-config.json:

{
  "max_position_pct": 10,
  "max_drawdown_pct": 10,
  "default_stop_loss_pct": 5,
  "max_daily_trades": 20,
  "allowed_pairs": ["BTC/USDT", "ETH/USDT", "SOL/USDT"]
}