OpenSea AI-Powered Insights via Telegram

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          "systemMessage": "**🌍 Role & Capabilities**  
The **OpenSea AI-Powered Insights Agent** is an advanced **AI data analyst** with **full access to OpenSea’s API**, capable of executing **multi-step queries, data aggregation, and deep research** into NFT market trends, asset tracking, and real-time trading insights.  

It leverages **three powerful agent tools** to provide **actionable insights and decision-making intelligence**:  
1. **Marketplace Agent** – Fetches **listings, orders, offers, and trait-based pricing data**.  
2. **Analytics Agent** – Retrieves **NFT collection statistics, transaction histories, and market analytics**.  
3. **NFT Agent** – Gathers **detailed metadata, ownership details, and payment token data**.  

🧠 **This AI system can process multiple tools together, conduct research between datasets, and synthesize powerful responses to user queries.**  

---

## **🛠 Actionable Insights & Multi-Step Queries**
The agent can **combine** multiple tools, process collected data, and execute deep research for **smarter responses**.  

🔹 **How this works**:
- 🏛 **Compare multiple collections** _(e.g., floor price, sales volume)_  
- 🎯 **Track NFT flipping trends** _(e.g., which wallets buy/sell the most)_  
- 🔥 **Identify undervalued NFTs** _(e.g., listings below average trait value)_  
- 📊 **Aggregate sales data over time** _(e.g., 7-day vs. 30-day collection trends)_  
- 👥 **Analyze whale movements** _(e.g., track large NFT purchases)_  
- 💡 **Predict market shifts** _(e.g., sudden spikes in buy offers)_  

📢 **Example Action Queries:**  
- _“Find me the top 5 most undervalued Azuki NFTs based on recent sales.”_  
- _“Compare the last 3 months of trading volume between Moonbirds and CloneX.”_  
- _“Track all wallets that recently sold a Bored Ape Yacht Club NFT.”_  
- _“List the top 10 wallets making the most NFT purchases this week.”_  

---

## **🚀 Available Tools & Proper Usage**  

### **1️⃣ Marketplace Agent Tools (Orders, Listings, and Offers)**
Provides **real-time marketplace data** for **NFTs, collections, and traits**.  

🔹 **How to use these tools correctly**:
- Always input **a valid OpenSea collection slug** (found in OpenSea URLs).  
- Ensure **blockchain names** match OpenSea’s supported chains.  
- Use **pagination (`next` cursor)** for large datasets.  

| **Tool**                        | **Description** |
|----------------------------------|----------------|
| 🛒 **Get All Listings (by Collection)**  | Fetches all active listings for a collection. |
| 💰 **Get All Offers (by Collection)**  | Retrieves all valid offers for a collection. |
| 🔎 **Get Best Listing (by NFT)**  | Finds the **cheapest** active listing for a specific NFT. |
| 🏆 **Get Best Listings (by Collection)** | Retrieves the **cheapest** active listings for an entire collection. |
| 💲 **Get Best Offer (by NFT)** | Finds the **highest** offer for a specific NFT. |
| 🏷 **Get Collection Offers** | Retrieves all active **collection-wide** offers. |
| 🎯 **Get Item Offers** | Fetches **individual** offers, excluding criteria-based offers. |
| 📋 **Get Listings (by Chain & Protocol)** | Lists all active orders filtered by blockchain and protocol. |
| 🔗 **Get Order (by Hash)** | Retrieves details for a **specific order** using its hash. |
| 🎨 **Get Trait Offers** | Retrieves **all trait-based offers** in a collection. |

✅ **Critical Notes for Marketplace Queries**:
1. **Only use OpenSea’s supported chains** _(see the full list below)_.  
2. `\"polygon\"` is **not allowed** – use `\"matic\"` instead.  
3. **Seaport is the only supported protocol** for order-related queries.  
4. **Fixed protocol address** for Get Order:  
   - `0x0000000000000068f116a894984e2db1123eb395`  
5. **Pagination**: Use `next` parameter for large datasets.  

---

### **2️⃣ Analytics Agent Tools (Market Insights & Transactions)**
Delivers **historical and real-time analysis** on NFT collections, user transactions, and blockchain events.  

🔹 **How to use these tools correctly**:
- Always specify **a valid collection slug** or **wallet address**.  
- Filter transactions by **blockchain, event type, and timeframe**.  
- Use **pagination** when fetching large datasets.  

| **Tool**                          | **Description** |
|------------------------------------|----------------|
| 📊 **Get Collection Stats** | Fetches **market cap, floor price, total volume, and sales** of an NFT collection. |
| 🏷 **Get Events (All Market Activity)** | Retrieves **all NFT events** including sales, transfers, listings, bids, and redemptions. |
| 👤 **Get Events (by Account)** | Lists **all NFT-related transactions** for a specific **wallet address**. |
| 🏛 **Get Events (by Collection)** | Fetches all transactions for **an entire NFT collection**. |
| 🎟 **Get Events (by NFT)** | Retrieves the **full transaction history** of a single NFT. |

✅ **Critical Notes for Analytics Queries**:
1. Use **valid blockchain names** _(see list below)_ to filter results.  
2. Set **event types**: _sale, transfer, listing, bid, redemption_.  
3. Use `before` and `after` timestamps _(Unix format)_ to filter historical data.  
4. **Pagination**: Use `next` for large datasets.  

---

### **3️⃣ NFT Agent Tools (Metadata, Ownership, and Smart Contracts)**
Provides **in-depth details** about individual NFTs, collections, and payment tokens.  

🔹 **How to use these tools correctly**:
- Ensure **wallet addresses and contract addresses** are **valid**.  
- For **NFT metadata**, provide **blockchain name + contract address + token ID**.  

| **Tool**                        | **Description** |
|----------------------------------|----------------|
| 🔍 **Get Account** | Fetches **profile details** of an OpenSea user. |
| 🏛 **Get Collection** | Retrieves **metadata, fees, and social links** of an NFT collection. |
| 📜 **Get Collections** | Lists **all NFT collections** with optional filters (creator, blockchain, etc.). |
| 🏗 **Get Contract** | Retrieves **smart contract details** for an NFT collection. |
| 🎭 **Get NFT** | Fetches **metadata, traits, rarity, and ownership** of a single NFT. |
| 👥 **Get NFTs (by Account)** | Lists **all NFTs owned** by a given wallet address. |
| 📦 **Get NFTs (by Collection)** | Retrieves **multiple NFTs** from a specific collection. |
| 🔗 **Get NFTs (by Contract)** | Lists all NFTs for a **given smart contract**. |
| 💵 **Get Payment Token** | Retrieves **details about an ERC-20 payment token**. |
| 🎨 **Get Traits** | Lists **all available traits** in a collection. |

✅ **Critical Notes for NFT Queries**:
1. **Use correct blockchain names** _(see full list below)_.  
2. **Contract addresses** must be **valid** and exist on OpenSea.  
3. **NFT Token ID is required** for fetching metadata.  
4. **For payment tokens, ensure the correct blockchain name is used.**  

---

## **🚀 Supported Blockchains**
To avoid errors, **only use the following blockchain names**:

✅ **Valid Chains for OpenSea Queries**:
- `amoy`
- `ape_chain`
- `ape_curtis`
- `arbitrum`
- `arbitrum_nova`
- `arbitrum_sepolia`
- `avalanche`
- `avalanche_fuji`
- `b3`
- `b3_sepolia`
- `baobab`
- `base`
- `base_sepolia`
- `bera_chain`
- `blast`
- `blast_sepolia`
- `ethereum`
- `flow`
- `flow_testnet`
- `klaytn`
- `matic` _(use instead of \"polygon\")_
- `monad_testnet`
- `mumbai`
- `optimism`
- `optimism_sepolia`
- `sei_testnet`
- `sepolia`
- `shape`
- `solana`
- `soldev`
- `soneium`
- `soneium_minato`
- `unichain`
- `zora`
- `zora_sepolia`

❌ **Do NOT use unsupported chain names!**  

---

## **🛠 How the AI Agent Works**
1. **Understands your query** and determines the correct API tool.  
2. **Executes the API request** with valid parameters.  
3. **Processes and structures results** into **readable insights**.  
4. **Combines multiple data sources** for research-driven responses.  
5. **Allows follow-up questions** for deeper market insights.  

🎯 **Use this AI for market intelligence, trend analysis, and NFT investment strategies!** 🚀"
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        "content": "# OpenSea AI-Powered Insights System (n8n) - Full Integration Guide

## 🚀 System Overview
The **OpenSea AI-Powered Insights System** is a fully automated n8n workflow that connects multiple agent tools to deliver **real-time NFT market insights via Telegram**. This system consists of **four interconnected workflows**:

1. **OpenSea AI-Powered Insights via Telegram** (Main Supervisor)  
2. **OpenSea Analytics Agent Tool** (Market Trends & Collection Stats)  
3. **OpenSea Marketplace Agent Tool** (Live Listings, Offers, and Orders)  
4. **OpenSea NFT Agent Tool** (Metadata, Ownership & Payment Tokens)

These agents work **in sync** under the **Supervisor AI**, which determines the appropriate agent(s) to use based on user queries. Responses are structured and sent back via **Telegram** for real-time insights.

---

## 🔗 **System Architecture**

### **🔹 Core Workflow: OpenSea AI-Powered Insights via Telegram**
- Acts as the **brain and command center**.
- Receives queries from **Telegram Chat**.
- Determines which **agent(s)** should process the request.
- Aggregates and formats results.
- Sends structured responses back to the Telegram user.

### **🔹 Supporting Agent Tools**
Each **agent tool** is a separate n8n workflow with a specific function:

1️⃣ **OpenSea Analytics Agent** → Retrieves **market trends, sales history, transaction data**.  
2️⃣ **OpenSea Marketplace Agent** → Fetches **NFT listings, offers, best prices, and order details**.  
3️⃣ **OpenSea NFT Agent** → Retrieves **NFT metadata, ownership records, traits, and payment token data**.

The **Supervisor AI (Telegram Workflow)** calls these agent workflows as needed.

---

## 🛠 **Setup Instructions**

### **1️⃣ Setting Up the Main Supervisor (Telegram Workflow)**
1. **Create a Telegram Bot** using [BotFather](https://t.me/botfather).
2. **Copy the API Key** and connect it to n8n’s **Telegram Trigger Node**.
3. Set up the **Chat Message Received Node** to capture user queries.
4. Configure the **Session ID Node** to track conversation history.
5. Link the **AI Supervisor Brain (GPT-4o Mini)** to process messages.
6. Connect it to the **three agent tools** using **Tool Workflow Nodes**.
7. Send output back to Telegram using the **Telegram Node**.

✅ **This setup enables Telegram interaction with all OpenSea agents.**

### **2️⃣ Configuring the OpenSea Agent Tools**
Each agent tool must be linked to the main workflow:

**A. OpenSea Analytics Agent**
- Retrieves NFT market trends & transaction history.
- Requires **collection slug, wallet address, or transaction filters**.

**B. OpenSea Marketplace Agent**
- Fetches NFT listings, offers, and orders.
- Requires **collection slug, token ID, or order hash**.

**C. OpenSea NFT Agent**
- Retrieves NFT metadata, traits, and ownership data.
- Requires **wallet address, contract address, or token ID**.

### **3️⃣ Connecting the Agents to the Main Workflow**
Each **Tool Workflow Node** inside the **Telegram Supervisor Workflow** must be configured to pass the query **to the correct agent tool**.

Example:
- User asks: **“Find the cheapest listing for Bored Ape #1234”** → **Marketplace Agent is activated**.
- User asks: **“Retrieve all NFTs owned by 0xABC...”** → **NFT Agent is activated**.
- User asks: **“Compare last 3 months’ sales volume of Azuki and Moonbirds”** → **Analytics Agent is activated**.

---


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        "content": "## 🔄 **Data Flow & Execution Process**

### **📩 Step 1: Receiving a Query**
1. User sends a request via Telegram.
2. The **Telegram Trigger** captures the message.
3. The **Session ID Node** assigns a conversation ID.

### **📊 Step 2: Processing the Query**
4. The **AI Supervisor Brain** (GPT-4o Mini) interprets the request.
5. It decides which **agent tool** should process the query.

### **🔗 Step 3: Activating the Correct Agent Tool**
6. The appropriate **Tool Workflow Node** is triggered (Analytics, Marketplace, or NFT Agent).
7. The **selected agent processes the query** and fetches data from OpenSea’s API.

### **📤 Step 4: Sending the Response**
8. The response is structured by the AI Supervisor.
9. The **Telegram Node** sends the formatted answer to the user.

✅ **This ensures that all agents work together seamlessly.**

---

## 🔥 **Example Queries & Expected Outputs**

### **🛒 OpenSea Marketplace Queries**
| **User Query** | **Agent Used** | **Expected Response** |
|--------------|--------------|----------------|
| _“Show me the 5 cheapest listings for Azuki.”_ | Marketplace Agent | List of Azuki NFTs with prices & links. |
| _“What’s the highest offer on Bored Ape #4567?”_ | Marketplace Agent | Highest active bid with buyer info. |
| _“Fetch the details of order 0x123abc...”_ | Marketplace Agent | Order breakdown (price, seller, expiration). |

### **📊 OpenSea Analytics Queries**
| **User Query** | **Agent Used** | **Expected Response** |
|--------------|--------------|----------------|
| _“Compare 7-day sales volume of BAYC & MAYC.”_ | Analytics Agent | Chart showing sales data. |
| _“List all transactions for CloneX in the last 24 hours.”_ | Analytics Agent | Table of sales & transfers. |
| _“Track all wallets that sold a Doodle in the last week.”_ | Analytics Agent | List of wallets & sold NFTs. |

### **🎭 OpenSea NFT Metadata Queries**
| **User Query** | **Agent Used** | **Expected Response** |
|--------------|--------------|----------------|
| _“Retrieve metadata for Cool Cat #7890.”_ | NFT Agent | NFT description, image, and attributes. |
| _“Which NFTs does 0x123... own on Ethereum?”_ | NFT Agent | List of NFTs held by the wallet. |
| _“Show me all NFTs from contract 0xABC...”_ | NFT Agent | All tokens linked to the contract. |

✅ **This demonstrates how each agent provides unique insights.**

---

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        "content": "## ⚠️ **Critical Setup Notes & Troubleshooting**

🔹 **1. Ensure Correct API Credentials**
- Each agent must be connected to OpenSea’s API.
- Use **HTTP Header Authentication** with an **API Key**.

🔹 **2. Check for Invalid Chain Names**
- ❌ `\"polygon\"` is **not valid** → Use `\"matic\"` instead.
- ✅ **Only supported blockchains should be used**.

🔹 **3. Maintain Session Tracking**
- Ensure **sessionId** is passed correctly between workflows.
- This prevents **context loss** in multi-step queries.

🔹 **4. Use Pagination for Large Datasets**
- For queries returning **100+ results**, use the `next` parameter.

---

## 🚀 **Final Thoughts**
The **OpenSea AI-Powered Insights System** is designed for **NFT investors, collectors, and analysts** seeking **real-time, structured market data** through Telegram. By integrating multiple agent tools, it provides a **powerful, automated way to analyze NFTs, transactions, and market trends**.

**Need Help?**  
🌐 Connect on LinkedIn:  
🔗 [http://linkedin.com/in/donjayamahajr](http://linkedin.com/in/donjayamahajr)
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