Key Takeaways
The Binance AI Agent Skills include a set of skills focused on Web3 Data. These are specialized add-ons that allow AI agents to query exclusive on-chain data directly from Binance.
With Binance Skills, you can empower your AI agent to act as a personal crypto analyst to track smart money, audit token safety, discover market trends, and more.
You can also combine multiple skills to create advanced, automated workflows to filter out high-risk tokens and pinpoint priority watchlists.
Introduction
With so much activity happening on-chain, keeping track of new token launches, smart money movements, and market sentiment can be challenging. Instead of manually clicking through block explorers and charts, you can now teach autonomous AI agents (like OpenClaw) to do the heavy lifting for you.
The Binance Web3 Data Skills is a suite of tools that gives your AI assistant direct access to Binance-exclusive on-chain data. In this guide, we will explore how to install and use these skills to supercharge your market research.
1. How to Install Binance Web3 Data Skills
If you are using a terminal-based AI agent (such as OpenClaw), you can send a natural language command to your bot.
Prompt your AI Agent with the following:
Install Binance Skills for me. Run the command: npx skills add binance/binance-skills-hubYour agent should automatically execute the package manager, download the official skill hub, and initialize the tools.
For a more detailed guide on how to install Binance AI Agent Skills, check out Binance AI Agent Skills: How to Install and Use Them.
Security warning: Depending on how you configure your AI Agent, skills may execute network/tool actions automatically. It’s recommended to only install skills from trusted sources, keep the agent off the public internet, and never paste API keys or seed phrases into chats or prompts. Consider using a sandbox (Docker/VM) and least-privilege settings when possible.
2. Core Skills Overview & Usage Examples
Here is a breakdown of the six core Web3 data skills available, along with the best prompts to try.
1. crypto-market-rank (Market Discovery)
This skill provides ranked market discovery data, acting as your first-layer opportunity scanner. It pulls data including Trending tokens, Top Search queries, Social Hype, Smart Money Inflow, and Meme Ranks.
Example Prompts to Try:
"Show the BSC 24h Trending top 20 list, sorted by volume."
"Get the Solana Top Search top 10 and include their contract addresses."
"Filter hot tokens with liquidity greater than $1M and more than 3,000 holders."
2. meme-rush (Narrative Tracking)
The meme-rush skill tracks meme coin opportunities and fast-cycle token discovery. It includes two models (Meme Rush and Topic Rush) that monitor tokens across their lifecycle stages (New / Finalizing / Migrated) and gauge topic momentum (Latest / Rising / Viral).
Example Prompts to Try:
"Show me the BSC Topic Rush 'Rising' top 10 list with their related tokens."
"Find newly launched BSC meme tokens that are showing rising momentum."
"Get the Solana Topic Rush 'Viral' top 10, sorted by net inflow."
3. query-address-info (Wallet Profiling)
This skill can be used to analyze the portfolio of specific wallet addresses. It breaks down holdings, position sizes, 24h price changes, and concentration risk. This is highly useful for tracking "smart money" wallets.
Example Prompts to Try:
"Analyze this BSC wallet’s holdings and concentration risk: 0x..."
"Show the top 10 positions in this wallet by USD value, along with their 24h price changes."
"Compute the Top 1, Top 3, and Top 10 allocation shares for this address and evaluate its risk level."
4. query-token-audit (Security & Risk Check)
Query-token-audit runs automated safety checks on token contracts before you consider trading. It looks for honeypot-like, permission red flags and risk indicators to provide an overall security classification.
Example Prompts to Try:
"Run a security audit check for this token contract: 0x..."
"Is this token risky? Give me a clear verdict and list the technical reasons."
"Audit these 5 contracts and rank them by risk: Watch / Caution / Avoid."
5. query-token-info (Token Intelligence)
Returns comprehensive token intelligence in one step. It provides the token's identity (symbol/name/chain), market data (price, volume, liquidity, market cap), and holder metrics.
Example Prompts to Try:
"Identify this contract: what token is it and on which chain? 0x..."
"Give me the full token stats: price, 24h change, volume, liquidity, and holder count."
"List key risk flags for this token based on its liquidity, wallet concentration, and volatility."
6. trading-signal (Smart Money Tracking)
Retrieves Smart Money signals, detailing the direction (buy/sell), trigger price versus current price, max gain, and the signal's active status. Use this to build high-quality watchlists.
Example Prompts to Try:
"Get the latest BSC smart-money signals and rank them by quality."
"Show only active buy signals, including the trigger price and current price."
"Give me today's top 5 strongest smart-money signals and explain the reasoning."
3. Advanced Strategies: Combined Workflows
The true power of AI agents lies in their ability to chain these skills together to perform deep, multi-step analysis in seconds.
Pro Tip: Try feeding your agent "Combined Workflows" to automate your research pipeline.
Workflow A: Hot Discovery to Tradable Shortlist
Objective: Discover hot tokens, filter for risks, and create a safe, tradable shortlist.
Skills Used:
crypto-market-rank
query-token-info
query-token-audit
Prompt example: "Find BSC hot new tokens from the last 30 days, rank the top 10 by their tradability metrics, and then run a security audit on the top 5 to check for risks."
Workflow B: Signal Discovery to Priority Watchlist
Objective: Find smart-money signals, verify the token's health, and cross-reference wallet behavior.
Skills Used:
trading-signal
query-address-info
query-token-info
Prompt example: "Fetch the latest BSC smart-money buy signals. Remove any tokens with low liquidity, combine this with wallet concentration context, and return my top 3 priority watchlist tokens."
Closing Thoughts
Grinding through block explorers and piecing together wallet data by hand is exhausting. By plugging these Binance skills into your AI agent, you essentially get a tireless research assistant that runs the numbers for you in seconds. Set it up, try a few of the prompts above, and see how much time it actually saves you.
Further Reading
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