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Python SDK for AI Agent trading on prediction markets (Polymarket MVP)

Project description

AION SDK (MVP)

Python SDK for AI Agent trading operations on Polymarket and Kalshi prediction markets.

Features

  • 🤖 Agent Management - Register, authenticate, and manage AI agents
  • 📊 Market Operations - Search markets, get prices, access briefings and context
  • 💳 Wallet Management - Register and verify Polymarket CLOB credentials
  • 💹 Trading - Execute trades, manage orders, claim rewards
  • 🌤️ Kalshi BYOW - Quote -> local sign -> submit flow via DFlow
  • 🔐 Type-Safe - Full type hints with Python 3.9+ support
  • 📦 Lightweight - Minimal dependencies (only requests)

Installation

From PyPI (recommended)

pip install aion-sdk

From GitHub (development)

git clone https://github.com/aionmarket/aion-sdk.git
cd aion-sdk
pip install -e .

For Development

pip install -e ".[dev]"

Quick Start

Basic Usage

from aion_sdk import AionMarketClient

# Initialize client
client = AionMarketClient()

# Register a new agent
registration = client.register_agent("my-trading-bot")
print(f"Agent API Key: {registration['apiKeyCode']}")

# Use authenticated client
api_key = registration['apiKeyCode']
client_auth = AionMarketClient(api_key=api_key)

# Get agent info
agent_info = client_auth.get_me()
print(f"Agent: {agent_info}")

Trading Example

from aion_sdk import AionMarketClient

client = AionMarketClient(api_key="your-api-key")

# Search for markets
markets = client.get_markets(q="bitcoin", limit=5)
print(f"Found {len(markets)} markets")

# Get market context before trading
if markets:
    market_id = markets[0]['id']
    context = client.get_market_context(market_id, user="0x...")
    print(f"Market: {context['name']}")
    print(f"Your position: {context['myPosition']}")
    print(f"Suggested risk limit: {context['riskLimit']}")

# Place a trade (Polymarket V2 — pUSD settlement)
# NOTE: V2 settles in pUSD (Polymarket's ERC-20 collateral token).
#       Wallets must hold pUSD before trading. The SDK only supports V2 orders
#       (signatureType=3 + non-zero timestamp).
result = client.trade({
    "venue": "polymarket",
    "isLimitOrder": True,
    "marketConditionId": "0x...",
    "marketQuestion": "Will BTC close above 80k on Friday?",
    "orderSize": 10,
    "price": 0.65,
    "outcome": "YES",
    "reasoning": "Short-term momentum + options skew support YES",
    "source": "sdk:example",
    "skillSlug": "example-skill",
    "order": {
        "maker": "0x...",
        "signer": "0x...",
        "taker": "0x0000000000000000000000000000000000000000",
        "tokenId": "69136365945621600854789649488423522395843457249417452310260493085275775221076",
        "makerAmount": "6500000",
        "takerAmount": "10000000",
        "side": "BUY",
        "expiration": "0",
        # V2 order fields (signatureType=3 with non-zero timestamp)
        "timestamp": "1714400000",        # unix seconds when the order was signed
        "metadata": "0x0000000000000000000000000000000000000000000000000000000000000000",
        "builder":  "0x0000000000000000000000000000000000000000000000000000000000000000",
        "signature": "0x...",
        "salt": 599228746038,
        "signatureType": 3,                 # 3 = Deposit wallet (Polymarket V2 / POLY_1271)
    },
})
print(f"Order placed: {result['orderId']}")

# Get open orders
open_orders = client.get_open_orders()
print(f"Open orders: {len(open_orders)}")

# Cancel an order
cancel_result = client.cancel_order(order_id=result.get('orderId', ''))
print(f"Cancelled: {cancel_result['success']}")

Wallet Credentials

from aion_sdk import AionMarketClient

client = AionMarketClient(api_key="your-api-key")

# Check if credentials are registered
wallet = "0x1234..."
check = client.check_wallet_credentials(wallet)
if not check['hasCredentials']:
    # Register credentials
    result = client.register_wallet_credentials(
        wallet_address=wallet,
        api_key="polymarket-api-key",
        api_secret="polymarket-api-secret",
        api_passphrase="polymarket-passphrase",
        # For Polymarket deposit wallets, pass signature_type=3 so the backend
        # stores the credential under the POLY_1271 / V2 path.
        # signature_type=3,
    )
    print(f"Credentials registered: {result['success']}")

Configuration

Base URL

The client defaults to production (https://api.aionmarket.com/bvapi). For staging, set the base URL:

client = AionMarketClient(
    api_key="your-api-key",
    base_url="https://pm-t1.bxingupdate.com/bvapi"
)

Timeout

Customize request timeout (default 20 seconds):

client = AionMarketClient(api_key="your-api-key", timeout=30)

Supported Endpoints

Agent Management

  • register_agent() - Register new agent
  • get_me() - Get current agent info
  • get_settings() / update_settings() - Risk control settings
  • get_skills() - Available agent skills

Market Data

  • get_markets() - Search markets
  • get_market() - Get market details by ID
  • check_market_exists() - Verify market exists
  • get_prices_history() - Historical price data
  • get_briefing() - Agent briefing with alerts and recommendations
  • get_market_context() - Pre-trade market assessment
  • get_closed_positions() - Closed positions by wallet
  • get_current_positions() - Current positions by wallet (venue=polymarket or kalshi)

Wallet Management

  • check_wallet_credentials() - Verify registered credentials
  • register_wallet_credentials() - Register Polymarket CLOB credentials
  • update_agent_sol_address() - Update agent sol_address for Kalshi flows

Trading Operations

  • trade() - Execute market order
  • get_open_orders() - List pending orders
  • get_order_history() - Order history with filters
  • get_order_detail() - Specific order details
  • cancel_order() - Cancel single order
  • cancel_all_orders() - Cancel all orders
  • redeem() - Claim market settlement rewards
  • kalshi_quote() - Create Kalshi quote (unsigned transaction)
  • kalshi_submit() - Submit signed Kalshi transaction

Error Handling

from aion_sdk import AionMarketClient, ApiError

client = AionMarketClient(api_key="your-api-key")

try:
    result = client.get_me()
except ApiError as e:
    print(f"API Error: {e.message}")
    print(f"Status Code: {e.status_code}")
    print(f"Error Code: {e.code}")
    print(f"Raw Body: {e.response_body}")

Notes:

  • SDK no longer strips response envelopes (success/data). You get the full JSON payload.
  • For non-2xx responses, ApiError.response_body contains raw backend error JSON (for example detail, fix, hint, x402_url).
  • You can call client.request(method, path, params=..., json=...) for passthrough access.

Project Structure

aion-sdk/
├── src/
│   └── aion_sdk/
│       ├── __init__.py        # Package exports
│       └── client.py          # Main API client
├── tests/                     # Test suite
├── pyproject.toml             # Project metadata and dependencies
├── README.md                  # This file
└── LICENSE                    # MIT License

Development

Setup Development Environment

git clone https://github.com/aionmarket/aion-sdk.git
cd aion-sdk
pip install -e ".[dev]"

Run Tests

pytest
pytest --cov              # with coverage

Code Quality

black src/                # format code
isort src/                # sort imports
mypy src/                 # type checking
flake8 src/               # linting

Documentation

For detailed API documentation, visit: https://docs.aionmarket.com

Support

License

MIT License - see LICENSE file for details

Contributing

Contributions are welcome! Please submit issues and pull requests via GitHub.

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