Grid Trading Bot

SkillCommerce & finance

Automated grid trading strategy inspired by Pionex. Places a series of buy and sell orders at regular price intervals to profit from market volatility.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Grid Trading Bot skill

About this capability

About AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

What this skill tells your AI

The instructions your AI receives, as published by signal-execution-labs/forex-trading-ai-agent in skills/grid-bot/SKILL.md and read by ahel’s review.

Automated grid trading strategy inspired by Pionex. Places a series of buy and sell orders at regular price intervals to profit from market volatility.

Features

  • Spot Grid Trading: Classic grid for ranging markets
  • Infinity Grid: No upper limit, profits from uptrends
  • Reverse Grid: For downtrend markets
  • Arithmetic & Geometric Grids: Different spacing methods
  • Auto Profit Taking: Automatic profit per grid
  • Backtesting: Test grid parameters before live trading

How Grid Trading Works

Upper Price ─────────────────────── SELL ← Takes Profit
           │   │   │   │   │   │
Grid Level │ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ SELL
           │   │   │   │   │   │
Grid Level │ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ SELL
           │   │   │   │   │   │
Current ───┼───●───────────────────
           │   │   │   │   │   │
Grid Level │ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ BUY
           │   │   │   │   │   │
Grid Level │ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ ┼ ─ BUY
           │   │   │   │   │   │
Lower Price ─────────────────────── BUY ← Accumulates

When price moves up → Sells at next grid → Takes profit When price moves down → Buys at next grid → Accumulates position

Quick Start

1. Calculate Grid Parameters

python grid_bot.py calculate \
    --symbol BTCUSDT \
    --lower 40000 \
    --upper 50000 \
    --grids 10 \
    --investment 1000

Output:

Grid Bot Calculator
═══════════════════════════════════════
Symbol:        BTCUSDT
Investment:    $1,000.00
Price Range:   $40,000 - $50,000
Grid Count:    10
Grid Spacing:  $1,000 (2.50%)
Profit/Grid:   ~2.44%
Total Orders:  20 (10 buy + 10 sell)
Order Size:    $100 per grid

2. Start Grid Bot

python grid_bot.py start \
    --symbol BTCUSDT \
    --lower 40000 \
    --upper 50000 \
    --grids 10 \
    --investment 1000

3. Check Status

python grid_bot.py status

4. Stop Bot

python grid_bot.py stop --symbol BTCUSDT

Configuration

Create config.yaml:

grid_bot:
  # Default exchange
  exchange: binance

  # Default parameters
  default_grids: 20
  min_profit_per_grid: 0.3  # 0.3%

  # Risk management
  max_investment: 10000
  stop_loss_percent: 15
  take_profit_percent: 50

  # Notification
  notify_on_fill: true
  notify_on_profit: true

Grid Types

1. Spot Grid (Default)

  • Best for: Sideways/ranging markets
  • Buys low, sells high within range
  • Requires defining upper and lower price
python grid_bot.py start --type spot --lower 40000 --upper 50000

2. Infinity Grid

  • Best for: Long-term uptrends
  • No upper price limit
  • Uses geometric spacing
  • Never sells all holdings
python grid_bot.py start --type infinity --lower 40000 --grids 50

3. Reverse Grid

  • Best for: Downtrends (short selling)
  • Sells high, buys low
  • Profits from price decreases
python grid_bot.py start --type reverse --upper 50000 --lower 40000

Grid Spacing Methods

Arithmetic (Equal $ spacing)

Each grid level is equally spaced in dollar terms.

  • Example: $40000, $41000, $42000, $43000...
python grid_bot.py start --spacing arithmetic

Geometric (Equal % spacing)

Each grid level is equally spaced in percentage terms.

  • Example: $40000, $41200 (+3%), $42436 (+3%)...
python grid_bot.py start --spacing geometric

Profit Calculation

Profit per grid = (Grid spacing / Grid price) × Investment per grid

Example:

  • Grid spacing: $1,000
  • Grid price: $45,000
  • Investment per grid: $100

Profit per grid = ($1,000 / $45,000) × $100 = $2.22 per filled grid

Annualized return depends on volatility:

  • Low volatility: 10-30% APY
  • Medium volatility: 30-80% APY
  • High volatility: 80-200%+ APY

Risk Management

Stop Loss

Automatically stops bot and sells all if price drops below threshold:

python grid_bot.py start --stop-loss 35000

Take Profit

Automatically stops bot and sells all if price rises above threshold:

python grid_bot.py start --take-profit 55000

Max Position

Limit maximum position size:

python grid_bot.py start --max-position 0.5  # Max 0.5 BTC

Backtesting

Test your grid parameters with historical data:

python grid_bot.py backtest \
    --symbol BTCUSDT \
    --lower 40000 \
    --upper 50000 \
    --grids 20 \
    --investment 1000 \
    --days 30

Output:

Backtest Results (30 days)
═══════════════════════════════════════
Total Trades:      156
Win Rate:          100% (grid always profits)
Total Profit:      $127.45 (12.7%)
Annualized:        154.7%
Max Drawdown:      -8.2%
Price in Range:    78.5% of time

API Integration

Supported Exchanges

  • Binance
  • Bybit
  • OKX
  • Kraken

Environment Variables

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

Troubleshooting

"Price out of range"

Current price is outside your grid range. Either:

  1. Adjust your upper/lower prices
  2. Wait for price to return to range
  3. Use Infinity Grid for no upper limit

"Insufficient balance"

Not enough funds for all grid orders. Either:

  1. Reduce investment amount
  2. Reduce number of grids
  3. Add more funds

"Min order size"

Order size too small for exchange. Either:

  1. Increase investment
  2. Reduce number of grids

Advanced Usage

Multiple Bots

Run multiple grid bots on different pairs:

python grid_bot.py start --symbol BTCUSDT --lower 40000 --upper 50000
python grid_bot.py start --symbol ETHUSDT --lower 2000 --upper 3000

Dynamic Grid Adjustment

Enable auto-adjustment based on volatility:

python grid_bot.py start --auto-adjust --volatility-factor 1.5

Integration with K.I.T.

The Grid Bot integrates with K.I.T. for:

  • Unified portfolio tracking
  • Cross-strategy risk management
  • Telegram/Discord notifications
  • Performance analytics

Signals

GitHub stars
136
Forks
870
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
grid-bot
Source
github.com/signal-execution-labs/forex-trading-ai-agent