algo
binance/binance-skills-hub
Execute algorithmic trading orders on Binance futures and spot markets via authenticated API.
What is algo?
This skill enables programmatic execution of algorithmic trading orders on Binance, including TWAP (Time-Weighted Average Price) and VP (Volume Participation) strategies for both futures and spot markets. Use it when you need to place, cancel, or query algo orders with precise timing and execution parameters.
- Place TWAP and VP algorithmic orders on futures and spot markets
- Cancel existing algo orders by ID
- Query current open algo orders with optional filtering
- Retrieve historical algo order records with date range and pagination
- Query sub-orders for a specific algo order
- Support position sizing, limit prices, and execution urgency parameters
How to install algo
npx skills add https://github.com/binance/binance-skills-hub --skill algo- Binance API key and secret key with trading permissions
- curl, openssl, and date command-line utilities installed
- Environment variables (BINANCE_API_KEY, BINANCE_SECRET_KEY) or .env file configured with credentials
How to use algo
- 1.Set up Binance API credentials in environment variables or ~/.env file
- 2.Identify the algo order type needed (TWAP for time-weighted execution or VP for volume-based)
- 3.Construct the request with required parameters: symbol, side, quantity, and duration/urgency
- 4.Execute the POST request to create the order or GET to query existing orders
- 5.Monitor order status using the openOrders or historicalOrders endpoints
- 6.Cancel orders if needed using the DELETE endpoint with the algoId
Use cases
- Execute time-weighted average price orders to minimize market impact on large trades
- Place volume participation orders that adjust execution speed based on market conditions
- Monitor and manage multiple algorithmic orders across futures and spot accounts
- Retrieve historical execution data for algo orders to analyze performance
- Cancel in-flight algo orders when market conditions change
- Algorithmic traders automating order execution strategies
- Quantitative trading teams managing large position entries/exits
- Trading bot developers integrating Binance algo capabilities
- Risk managers monitoring algorithmic order execution
algo FAQ
TWAP (Time-Weighted Average Price) executes orders evenly over a specified duration (300-86400 seconds) to minimize timing risk. VP (Volume Participation) adjusts execution speed based on market volume and an urgency parameter (LOW, MEDIUM, HIGH) to balance execution speed with market impact.
No, the same API key and secret work for both futures and spot algo endpoints. Ensure your API key has TRADE permission enabled for the account.
Yes, the limitPrice parameter is optional for both TWAP and VP orders. If not provided, orders execute at market price. For TWAP spot orders, limitPrice is optional; for futures, it's also optional.
If clientAlgoId is not provided, Binance assigns a default value automatically. It must be 32 characters or less if you supply one.
Use the historicalOrders endpoint with optional filters for symbol, side, startTime, and endTime (in milliseconds), and pagination parameters (page, pageSize). Use subOrders endpoint to see individual child orders of a specific algo order.
Full instructions (SKILL.md)
Source of truth, from binance/binance-skills-hub.
name: algo description: Binance Algo request using the Binance API. Authentication requires API key and secret key. metadata: version: 1.1.0 author: Binance openclaw: requires: bins: - curl - openssl - date homepage: https://github.com/binance/binance-skills-hub/tree/main/skills/binance/algo/SKILL.md license: MIT
Binance Algo Skill
Algo request on Binance using authenticated API endpoints. Requires API key and secret key for certain endpoints. Return the result in JSON format.
Quick Reference
| Endpoint | Description | Required | Optional | Authentication |
|---|---|---|---|---|
/sapi/v1/algo/futures/order (DELETE) | Cancel Algo Order(TRADE) | algoId | recvWindow | Yes |
/sapi/v1/algo/futures/openOrders (GET) | Query Current Algo Open Orders(USER_DATA) | None | recvWindow | Yes |
/sapi/v1/algo/futures/historicalOrders (GET) | Query Historical Algo Orders(USER_DATA) | None | symbol, side, startTime, endTime, page, pageSize, recvWindow | Yes |
/sapi/v1/algo/futures/subOrders (GET) | Query Sub Orders(USER_DATA) | algoId | page, pageSize, recvWindow | Yes |
/sapi/v1/algo/futures/newOrderTwap (POST) | Time-Weighted Average Price(Twap) New Order(TRADE) | symbol, side, quantity, duration | positionSide, clientAlgoId, reduceOnly, limitPrice, recvWindow | Yes |
/sapi/v1/algo/futures/newOrderVp (POST) | Volume Participation(VP) New Order (TRADE) | symbol, side, quantity, urgency | positionSide, clientAlgoId, reduceOnly, limitPrice, recvWindow | Yes |
/sapi/v1/algo/spot/order (DELETE) | Cancel Algo Order(TRADE) | algoId | recvWindow | Yes |
/sapi/v1/algo/spot/openOrders (GET) | Query Current Algo Open Orders(USER_DATA) | None | recvWindow | Yes |
/sapi/v1/algo/spot/historicalOrders (GET) | Query Historical Algo Orders(USER_DATA) | None | symbol, side, startTime, endTime, page, pageSize, recvWindow | Yes |
/sapi/v1/algo/spot/subOrders (GET) | Query Sub Orders(USER_DATA) | algoId | page, pageSize, recvWindow | Yes |
/sapi/v1/algo/spot/newOrderTwap (POST) | Time-Weighted Average Price(Twap) New Order(TRADE) | symbol, side, quantity, duration | clientAlgoId, limitPrice | Yes |
Parameters
Common Parameters
- algoId: eg. 14511 (e.g., 1)
- recvWindow: (e.g., 5000)
- symbol: Trading symbol eg. BTCUSDT (e.g., BTCUSDT)
- side: BUY or SELL (e.g., BUY)
- startTime: in milliseconds eg.1641522717552 (e.g., 1623319461670)
- endTime: in milliseconds eg.1641522526562 (e.g., 1641782889000)
- page: Default is 1 (e.g., 1)
- pageSize: MIN 1, MAX 100; Default 100 (e.g., 100)
- symbol: Trading symbol eg. BTCUSDT (e.g., BTCUSDT)
- side: Trading side ( BUY or SELL ) (e.g., BUY)
- positionSide: Default
BOTHfor One-way Mode ;LONGorSHORTfor Hedge Mode. It must be sent in Hedge Mode. (e.g., BOTH) - quantity: Quantity of base asset; Maximum notional per order is 200k, 2mm or 10mm, depending on symbol. Please reduce your size if you order is above the maximum notional per order. (e.g., 1.0)
- duration: Duration for TWAP orders in seconds. [300, 86400] (e.g., 5000)
- clientAlgoId: A unique id among Algo orders (length should be 32 characters), If it is not sent, we will give default value (e.g., 1)
- reduceOnly: "true" or "false". Default "false"; Cannot be sent in Hedge Mode; Cannot be sent when you open a position
- limitPrice: Limit price of the order; If it is not sent, will place order by market price by default (e.g., 1.0)
- urgency: Represent the relative speed of the current execution; ENUM: LOW, MEDIUM, HIGH (e.g., LOW)
Authentication
For endpoints that require authentication, you will need to provide Binance API credentials. Required credentials:
- apiKey: Your Binance API key (for header)
- secretKey: Your Binance API secret (for signing)
Base URLs:
- Mainnet: https://api.binance.com
Security
Share Credentials
Users can provide Binance API credentials in different ways. The agent will try to retrieve automatically with the two first ways the credentials, but users can also explicitly tell the agent that they have set the credentials or stored them in a .env file, and the agent should re-read that file when they do. The agent can also make http requests with the two first methods without user confirmation.
- Environment variables
Search for the following specific variables only (never dump the full environment):
Authorized environment variables
- Mainnet:
BINANCE_API_KEYandBINANCE_SECRET_KEY
Read and use in a single exec call so the raw key never enters the agent's context:
KEY="$BINANCE_API_KEY"
SECRET="$BINANCE_SECRET_KEY"
response=$(curl -s -X GET "$URL" \
-H "X-MBX-APIKEY: $KEY" \
--data-urlencode "param1=value1")
echo "$response"
Environment variables must be set before OpenClaw starts. They are inherited at process startup and cannot be injected into a running instance. If you need to add or update credentials without restarting, use a secrets file (see option 2).
- Secrets file (.env)
Check ~/.openclaw/secrets.env , ~/.env, or a .env file in the workspace. Read individual keys with grep, never source the full file:
# Try all credential locations in order
API_KEY=$(grep '^BINANCE_API_KEY=' ~/.openclaw/secrets.env 2>/dev/null | cut -d= -f2-)
SECRET_KEY=$(grep '^BINANCE_SECRET_KEY=' ~/.openclaw/secrets.env 2>/dev/null | cut -d= -f2-)
# Fallback: search .env in known directories (KEY=VALUE then raw line format)
for dir in ~/.openclaw ~; do
[ -n "$API_KEY" ] && break
env_file="$dir/.env"
[ -f "$env_file" ] || continue
# Read first two lines
line1=$(sed -n '1p' "$env_file")
line2=$(sed -n '2p' "$env_file")
# Check if lines contain '=' indicating KEY=VALUE format
if [[ "$line1" == *=* && "$line2" == *=* ]]; then
API_KEY=$(grep '^BINANCE_API_KEY=' "$env_file" 2>/dev/null | cut -d= -f2-)
SECRET_KEY=$(grep '^BINANCE_SECRET_KEY=' "$env_file" 2>/dev/null | cut -d= -f2-)
else
# Treat lines as raw values
API_KEY="$line1"
SECRET_KEY="$line2"
fi
done
This file can be updated at any time without restarting OpenClaw, keys are read fresh on each invocation. Users can tell you the variables are now set or stored in a .env file, and you should re-read that file when they do.
- Inline file
Sending a file where the content is in the following format:
abc123...xyz
secret123...key
- Never run
printenv,env,export, or set without a specific variable name - Never run
greponenvfiles without anchoring to a specific key ('^VARNAME=') - Never source a secrets file into the shell environment (
source .envor. .env) - Only read credentials explicitly needed for the current task
- Never echo or log raw credentials in output or replies
- Never commit
TOOLS.mdto version control if it contains real credentials — add it to.gitignore
Never Disclose API Key and Secret
Never disclose the location of the API key and secret file.
Never send the API key and secret to any website other than Mainnet and Testnet.
Never Display Full Secrets
When showing credentials to users:
- API Key: Show first 5 + last 4 characters:
su1Qc...8akf - Secret Key: Always mask, show only last 5:
***...aws1
Example response when asked for credentials: Account: main API Key: su1Qc...8akf Secret: ***...aws1
Listing Accounts
When listing accounts, show names and environment only — never keys: Binance Accounts:
- main (Mainnet)
- futures-keys (Mainnet)
Transactions in Mainnet
When performing transactions in mainnet, always confirm with the user before proceeding by asking them to write "CONFIRM" to proceed.
Binance Accounts
main
- API Key: your_mainnet_api_key
- Secret: your_mainnet_secret
TOOLS.md Structure
## Binance Accounts
### main
- API Key: abc123...xyz
- Secret: secret123...key
- Description: Primary trading account
### futures-keys
- API Key: futures789...def
- Secret: futuressecret...uvw
- Description: Futures trading account
Agent Behavior
- Credentials requested: Mask secrets (show last 5 chars only)
- Listing accounts: Show names and environment, never keys
- Account selection: Ask if ambiguous, default to main
- When doing a transaction in mainnet, confirm with user before by asking to write "CONFIRM" to proceed
- New credentials: Prompt for name, environment, signing mode
Adding New Accounts
When user provides new credentials by Inline file or message:
- Ask for account name
- Store in
TOOLS.mdwith masked display confirmation
Signing Requests
For trading endpoints that require a signature:
- Detect key type first, inspect the secret key format before signing.
- Build query string with all parameters, including the timestamp (Unix ms).
- Percent-encode the parameters using UTF-8 according to RFC 3986.
- Sign query string with secretKey using HMAC SHA256, RSA, or Ed25519 (depending on the account configuration).
- Append signature to query string.
- Include
X-MBX-APIKEYheader.
Otherwise, do not perform steps 4–6.
User Agent Header
Include User-Agent header with the following string: binance-algo/1.1.0 (Skill)
See references/authentication.md for implementation details.
Related skills
More from binance/binance-skills-hub and the wider catalog.

alpha
Access Binance Alpha trading data via authenticated API endpoints.

assets
Query Binance account assets, balances, and wallet information via authenticated API endpoints.

binance
Execute Binance Spot, Futures, and Convert trades via binance-cli with API authentication.

binance-agentic-wallet
Manage Binance Web3 wallets: sign in, transfer tokens, swap, trade limits, DeFi, and predict markets via CLI.

binance-sports-ai-analyzer
AI-powered World Cup match predictions and trading analysis with customizable correction signals.

binance-tokenized-securities-info
Query Ondo tokenized US stock data on Binance Web3—price, holders, fundamentals, and corporate actions.