polymarket-openclaw-ai-trading-bot

name	polymarket-openclaw-ai-trading-bot
description	AI-enhanced Polymarket CLOB trading bot for BTC 5m/15m prediction markets with arbitrage strategies and risk management
triggers	["set up polymarket trading bot","configure openclaw ai trading","trade polymarket btc 5 minute markets","implement polymarket clob arbitrage","run polymarket automated trading","configure polymarket trading strategies","debug polymarket trading bot","set up polymarket wallet authentication"]

Polymarket OpenClaw AI Trading Bot

Skill by ara.so — Hermes Skills collection.

Overview

An OpenClaw-enhanced Polymarket AI trading bot designed for BTC 5m/15m Up/Down prediction markets on the Polymarket CLOB. This TypeScript/Node.js system automates short-horizon prediction market trading using deterministic rule-based logic with optional HTTP/LLM OpenClaw decision engine for signal experimentation. Includes strict risk management gates (cooldowns, retries, safety locks), continuous market polling, and structured decision flow.

Key capabilities:

• Trades Polymarket BTC 5-minute and 15-minute Up/Down markets
• CLOB-based market orders with Gamma API integration
• Two built-in strategies (trade_1, trade_2) with configurable thresholds
• Optional OpenClaw AI decision layer (deterministic or HTTP mode)
• L1 wallet signing with L2 authenticated CLOB client
• Automatic retry logic for transient errors
• Entry cooldown and position management

Installation

Prerequisites

• Node.js ≥ 20.6
• Polygon wallet with Polymarket-compatible setup
• Small USDC balance for trading experiments

Setup

git clone https://github.com/Predictly-MCP-Labs/polymarket-openclaw-ai-btc-arbitrage-trading-bot
cd polymarket-openclaw-ai-btc-arbitrage-trading-bot
npm install

Environment Configuration

Create .env file from template:

cp .env.example .env

Required environment variables:

# Wallet configuration
POLYMARKET_PRIVATE_KEY=your_private_key_here
POLYMARKET_FUNDER_ADDRESS=your_funder_address_here

# Optional: signature type (defaults to proxy-friendly)
# Options: EOA, POLY_PROXY, POLY_GNOSIS_SAFE, POLY_1271
POLYMARKET_SIGNATURE_TYPE=POLY_PROXY

# Alternative to POLYMARKET_FUNDER_ADDRESS
PROXY_WALLET_ADDRESS=your_proxy_address_here

Never commit .env to version control.

Configuration

trade.toml Structure

The trade.toml file controls all trading behavior:

# Strategy selection: trade_1 or trade_2
strategy = "trade_1"

# Trading parameters
trade_usd = 1.0  # USD per trade
max_retries = 3  # Retry attempts for transient errors
entry_buy_cooldown_sec = 30  # Cooldown after failed entry

# Market selection
[market]
market_coin = "btc"  # Options: btc, eth, sol, xrp
market_period = "5"  # Options: 5, 15, 60, 240, 1440 (minutes)

# OpenClaw AI decision layer (optional)
[openclaw]
enabled = false  # Set true to enable
mode = "deterministic"  # Options: deterministic, http
min_edge_bps = 50  # Minimum edge in basis points
max_spread_bps = 200  # Maximum spread in basis points
lookback_points = 12  # Historical data points for decisions

# Optional HTTP/LLM integration
# [openclaw.http]
# url = "https://your-openclaw-service.example.com/decide"
# bearer_token = "your_bearer_token"
# timeout_ms = 2500

# Trade_1 strategy parameters
[trade_1]
sell_hold_sec = 120
sell_profit_target = 0.15
sell_stop_loss = -0.10
buy_last_sec = 30
range_up_min = 0.45
range_up_max = 0.55
range_down_min = 0.45
range_down_max = 0.55

# Trade_2 strategy parameters
[trade_2]
sell_hold_sec = 180
sell_profit_target = 0.20
sell_stop_loss = -0.08
emergency_swap_ratio = 0.85
range_up_min = 0.40
range_up_max = 0.60
range_down_min = 0.40
range_down_max = 0.60

Running the Bot

Development Mode

npm run dev

Production Mode

npm run build
npm start

Key Startup Sequence

1. Banner displays configuration
2. Environment validation (private key, funder address)
3. CLOB L1 authentication → API key derivation/creation
4. CLOB L2 client initialization
5. Market slug resolution (e.g., btc-5m-up-down)
6. Continuous market polling begins

Code Examples

Basic Trade Execution Flow

import { ClobClient } from '@polymarket/clob-client';
import { loadConfig } from './config/toml';
import { Trade } from './trade/trade';

// Initialize CLOB client with wallet
const clobClient = new ClobClient(
  process.env.CLOB_HOST,
  process.env.CHAIN_ID,
  wallet,
  process.env.POLYMARKET_SIGNATURE_TYPE
);

// Load trading configuration
const config = loadConfig();

// Create trade instance
const trade = new Trade(clobClient, config);

// Main trading loop
async function runTradingLoop() {
  while (true) {
    // Fetch current market prices
    const upPrice = await fetchPrice(marketId, 'UP');
    const downPrice = await fetchPrice(marketId, 'DOWN');
    
    // Update prices and make decision
    trade.updatePrices(upPrice, downPrice, timeToExpiry);
    
    await sleep(config.poll_interval_ms);
  }
}

Custom Strategy Implementation

// src/trade/decision.ts
export async function make_trading_decision(
  trade: Trade,
  upPrice: number,
  downPrice: number,
  timeToExpiry: number
): Promise<void> {
  const { strategy } = trade.config;
  
  if (strategy === 'trade_1') {
    return trade_1_decision(trade, upPrice, downPrice, timeToExpiry);
  } else if (strategy === 'trade_2') {
    return trade_2_decision(trade, upPrice, downPrice, timeToExpiry);
  }
}

async function trade_1_decision(
  trade: Trade,
  upPrice: number,
  downPrice: number,
  timeToExpiry: number
): Promise<void> {
  const cfg = trade.config.trade_1;
  
  // Entry logic: check if in buy range
  if (!trade.hasBought) {
    const inUpRange = upPrice >= cfg.range_up_min && upPrice <= cfg.range_up_max;
    const inDownRange = downPrice >= cfg.range_down_min && downPrice <= cfg.range_down_max;
    
    if (inUpRange) {
      await trade.buyUp();
    } else if (inDownRange) {
      await trade.buyDown();
    }
    return;
  }
  
  // Exit logic: time, profit, or stop-loss
  const holdTime = (Date.now() - trade.buyTimestamp) / 1000;
  const profitPct = trade.calculateProfitPct();
  
  if (
    holdTime >= cfg.sell_hold_sec ||
    profitPct >= cfg.sell_profit_target ||
    profitPct <= cfg.sell_stop_loss ||
    timeToExpiry <= cfg.buy_last_sec
  ) {
    await trade.sell();
  }
}

Market Order Execution

// src/trade/trade.ts
async buyUp(): Promise<void> {
  if (this.hasBought || this.isInCooldown()) {
    return;
  }
  
  try {
    const order = await this.createAndPostMarketOrder(
      this.upTokenId,
      'BUY',
      this.config.trade_usd
    );
    
    this.hasBought = true;
    this.side = 'UP';
    this.buyTimestamp = Date.now();
    this.boughtPrice = this.upPrice;
    
    log.success(`✅ Bought UP @ ${this.upPrice.toFixed(4)}`);
  } catch (error) {
    this.lastFailedBuyTime = Date.now();
    log.error(`Buy failed: ${getFriendlyTradingError(error)}`);
  }
}

async createAndPostMarketOrder(
  tokenId: string,
  side: 'BUY' | 'SELL',
  amountUSD: number
): Promise<any> {
  const order = {
    tokenID: tokenId,
    price: side === 'BUY' ? 0.99 : 0.01, // Market order limits
    size: amountUSD.toString(),
    side,
    feeRateBps: '0',
    nonce: Date.now(),
    expiration: Math.floor(Date.now() / 1000) + 300,
  };
  
  return await retryWithPolicy(
    () => this.clobClient.postOrder(order),
    this.config.max_retries
  );
}

OpenClaw Decision Integration

// src/trade/openclaw/deterministic.ts
export function makeDeterministicDecision(
  upPrice: number,
  downPrice: number,
  timeToExpiry: number,
  lookbackWindow: Array<{ up: number; down: number; timestamp: number }>,
  config: OpenClawConfig,
  positionState: { hasBought: boolean; side?: 'UP' | 'DOWN' }
): OpenClawDecision {
  // Calculate spread
  const spread = Math.abs(upPrice - downPrice);
  const spreadBps = spread * 10000;
  
  if (spreadBps > config.max_spread_bps) {
    return { action: 'HOLD', reason: `Spread too wide: ${spreadBps.toFixed(0)}bps` };
  }
  
  // Calculate edge
  const upEdge = (0.5 - upPrice) * 10000;
  const downEdge = (0.5 - downPrice) * 10000;
  
  // Entry signals
  if (!positionState.hasBought) {
    if (upEdge > config.min_edge_bps) {
      return { action: 'BUY_UP', reason: `UP edge ${upEdge.toFixed(0)}bps` };
    }
    if (downEdge > config.min_edge_bps) {
      return { action: 'BUY_DOWN', reason: `DOWN edge ${downEdge.toFixed(0)}bps` };
    }
    return { action: 'HOLD', reason: 'No edge found' };
  }
  
  // Exit signals
  if (timeToExpiry < 60) {
    return { action: 'CLOSE_POSITION', reason: 'Near expiry' };
  }
  
  return { action: 'HOLD', reason: 'Monitoring position' };
}

Market Slug Generation

// src/config/slug.ts
export function buildSlug(coin: string, period: string): string {
  const coinMap: Record<string, string> = {
    'btc': 'bitcoin',
    'eth': 'ethereum',
    'sol': 'solana',
    'xrp': 'ripple',
  };
  
  const periodMap: Record<string, string> = {
    '5': '5-minute',
    '15': '15-minute',
    '60': '1-hour',
    '240': '4-hour',
    '1440': '1-day',
  };
  
  const coinName = coinMap[coin.toLowerCase()] || coin;
  const periodName = periodMap[period] || `${period}-minute`;
  
  return `${coinName}-${periodName}-up-down`;
}

// Usage
const slug = buildSlug('btc', '5'); // "bitcoin-5-minute-up-down"

Error Handling with Retry Logic

// src/utils/retry.ts
export async function retryWithPolicy<T>(
  fn: () => Promise<T>,
  maxRetries: number,
  delayMs: number = 1000
): Promise<T> {
  let lastError: any;
  
  for (let attempt = 0; attempt <= maxRetries; attempt++) {
    try {
      return await fn();
    } catch (error: any) {
      lastError = error;
      
      // Only retry transient errors
      if (isTransientError(error) && attempt < maxRetries) {
        await sleep(delayMs * Math.pow(2, attempt)); // Exponential backoff
        continue;
      }
      
      throw error;
    }
  }
  
  throw lastError;
}

function isTransientError(error: any): boolean {
  const transientCodes = [429, 500, 502, 503, 504];
  const transientMessages = ['ECONNRESET', 'ETIMEDOUT', 'ENOTFOUND'];
  
  return (
    transientCodes.includes(error.status) ||
    transientMessages.some(msg => error.message?.includes(msg))
  );
}

Common Patterns

Running Multiple Time Windows

Run separate processes for 5m and 15m markets:

# Terminal 1 - 5 minute markets
cp trade.toml trade-5m.toml
# Edit trade-5m.toml: market_period = "5"
npm run build
CONFIG_PATH=./trade-5m.toml npm start

# Terminal 2 - 15 minute markets
cp trade.toml trade-15m.toml
# Edit trade-15m.toml: market_period = "15"
CONFIG_PATH=./trade-15m.toml npm start

Monitoring Position State

// Add to main loop for logging
function logPositionState(trade: Trade) {
  if (trade.hasBought) {
    const holdTime = (Date.now() - trade.buyTimestamp) / 1000;
    const profitPct = trade.calculateProfitPct();
    
    console.log(`📊 Position: ${trade.side} | Hold: ${holdTime.toFixed(0)}s | P&L: ${(profitPct * 100).toFixed(2)}%`);
  } else {
    console.log(`💤 No position | Watching market`);
  }
}

Safe Shutdown Handler

// src/index.ts
let isShuttingDown = false;

process.on('SIGINT', async () => {
  if (isShuttingDown) return;
  isShuttingDown = true;
  
  log.warn('🛑 Shutdown signal received');
  
  // Close any open positions
  if (trade.hasBought) {
    log.info('Closing open position...');
    await trade.sell();
  }
  
  log.info('Shutdown complete');
  process.exit(0);
});

Troubleshooting

Authentication Issues

Error: Invalid private key or byteslike value

// Validate environment
import { validateEnv } from './config/validateEnv';

try {
  validateEnv();
} catch (error) {
  console.error('Environment validation failed:', error.message);
  process.exit(1);
}

Ensure:

• Private key is valid hex (with or without 0x prefix)
• Funder address is valid Polygon address
• Wallet has been initialized with Polymarket

Market Not Found

Error: Market slug not found

• Verify market_coin and market_period in trade.toml
• Check if market exists on Polymarket for current time
• 5m/15m markets may not be available 24/7

# Test slug generation
node -e "console.log(require('./dist/config/slug').buildSlug('btc', '5'))"

Order Failures

Error: Insufficient balance or Order rejected

• Check USDC balance: must exceed trade_usd
• Verify funder address has deposited funds
• Reduce trade_usd for testing
• Check if in cooldown period after failed buy

// Check balance before trading
const balance = await clobClient.getBalance();
console.log(`Available balance: ${balance.usdc} USDC`);

if (parseFloat(balance.usdc) < config.trade_usd) {
  throw new Error('Insufficient balance for trade');
}

Retry Exhaustion

Error: Max retries exceeded

• Increase max_retries in trade.toml for flaky networks
• Check API rate limits (429 errors)
• Verify CLOB host is reachable
• Review entry_buy_cooldown_sec to avoid tight loops

Price Polling Issues

Error: Failed to fetch prices

// Add timeout to price fetching
const fetchWithTimeout = async (marketId: string, timeout: number = 5000) => {
  const controller = new AbortController();
  const timeoutId = setTimeout(() => controller.abort(), timeout);
  
  try {
    const response = await fetch(`https://gamma-api.polymarket.com/markets/${marketId}`, {
      signal: controller.signal
    });
    return await response.json();
  } finally {
    clearTimeout(timeoutId);
  }
};

Best Practices

1. Start Small: Begin with trade_usd = 1.0 or less
2. Test Paper Mode: Verify logic before live funds (add dry_run flag to config)
3. Monitor Logs: Watch for cooldown triggers, failed orders, and position state
4. Risk Management: Set conservative sell_stop_loss values
5. Network Reliability: Run on stable connection; consider VPS for uptime
6. OpenClaw Experimentation: Leave openclaw.enabled = false until comfortable with base strategies
7. Multiple Markets: Run separate processes rather than single multi-market binary
8. Backup Keys: Store private keys securely; never commit to git

Architecture Reference

Key Modules:

• src/index.ts - Entry point, CLOB auth, main loop
• src/services/clob.ts - CLOB client configuration
• src/services/gamma.ts - Polymarket Gamma API integration
• src/config/toml.ts - Configuration loading and validation
• src/trade/decision.ts - Strategy branching (trade_1/trade_2)
• src/trade/trade.ts - Order execution and position management
• src/trade/openclaw/ - OpenClaw AI decision layer
• src/utils/retry.ts - Retry policy for transient errors
• src/utils/tradingErrorMessage.ts - Human-friendly error messages

This bot is designed for experimental and educational use with prediction markets. Always understand the risks of automated trading and start with minimal capital.