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Apechain Reader

Advanced multi-chain wallet analyzer with USD pricing, collection names, ENS support, and sophistica

Rating
3.9 (300 reviews)
Downloads
2,372 downloads
Version
1.0.0

Overview

Advanced multi-chain wallet analyzer with USD pricing, collection names, ENS support, and sophisticated bot.

Key Features

1

Multi-Chain Support: 8 EVM networks with ApeChain as primary focus

2

USD Price Integration: Real-time token prices via CoinGecko with graceful degradation

3

ENS Domain Support: Resolve .eth names across all commands automatically

4

Collection Name Resolution: Human-readable NFT collection names via Alchemy API + RPC fallback

5

Natural Language Summaries: Pretty mode includes intelligent wallet insights

6

Advanced Bot Detection: Sophisticated scoring algorithm to identify automated accounts

7

Reliable Performance: Automatic retry logic with exponential backoff for network resilience

8

Dual Output Formats: JSON (default) for agents, --pretty flag for human-readable output

9

Minimal Dependencies: Uses public RPC endpoints, optional Alchemy API key for enhanced features

Complete Documentation

View Source →

WalletLens

An advanced multi-chain wallet analyzer that provides detailed wallet profiles with USD pricing, human-readable NFT collection names, ENS domain support, and sophisticated bot detection across 8 major EVM networks.

Key Features

  • Multi-Chain Support: 8 EVM networks with ApeChain as primary focus
  • USD Price Integration: Real-time token prices via CoinGecko with graceful degradation
  • ENS Domain Support: Resolve .eth names across all commands automatically
  • Collection Name Resolution: Human-readable NFT collection names via Alchemy API + RPC fallback
  • Natural Language Summaries: Pretty mode includes intelligent wallet insights
  • Advanced Bot Detection: Sophisticated scoring algorithm to identify automated accounts
  • Reliable Performance: Automatic retry logic with exponential backoff for network resilience
  • Dual Output Formats: JSON (default) for agents, --pretty flag for human-readable output
  • Minimal Dependencies: Uses public RPC endpoints, optional Alchemy API key for enhanced features

Installation

This skill requires Node.js (v16+). No additional dependencies needed - uses built-in fetch API.

bash
# Verify Node.js version
node --version

Quick Start

Basic wallet lookup on ApeChain:

bash
node scripts/wallet-lookup.js 0x8dd6390be6dc732c92b161b9793a3948b56c0126

Same query with human-readable output:

bash
node scripts/wallet-lookup.js 0x8dd6390be6dc732c92b161b9793a3948b56c0126 --pretty

Cross-chain lookup on Ethereum:

bash
node scripts/wallet-lookup.js 0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045 --chain ethereum --pretty

Commands Reference

All commands support --chain (defaults to apechain) and --pretty flag for human-readable output.

Wallet Lookup

Purpose: Complete wallet profile with balance, transaction count, and NFT activity summary

bash
node scripts/wallet-lookup.js <address> [--chain <name>] [--pretty]

Returns: Native token balance, transaction count, NFT activity (received/sent), collection count, top holdings

Example Output (JSON):

json
{
  "address": "0x8dd6390be6dc732c92b161b9793a3948b56c0126",
  "chain": "ApeChain",
  "chainId": 33139,
  "isContract": false,
  "balance": { "APE": 10.1398 },
  "transactionCount": 6352,
  "nftActivity": { "received": 2, "sent": 1 },
  "nftCollectionsHeld": 1,
  "topHoldings": [
    { "contract": "0x6f2a21a8b9cf699d7d3a713a9d7cfbb9e9760f97", "count": 2 }
  ],
  "explorer": "https://apescan.io/address/0x8dd6390be6dc732c92b161b9793a3948b56c0126"
}

Example Output (Pretty):

text
🔍 Wallet: 0x8dd6390be6dc732c92b161b9793a3948b56c0126
⛓️  Chain: ApeChain (33139)
💰 Balance: 10.1398 APE
📊 Transactions: 6,352
🎨 NFT Activity: 2 received, 1 sent
📦 Collections: 1
🔗 Explorer: https://apescan.io/address/0x8dd6390be6dc732c92b161b9793a3948b56c0126

Contract Information

Purpose: Detailed smart contract analysis including type detection and metadata

bash
node scripts/contract-info.js <address> [--chain <name>] [--pretty]

Returns: Contract type (ERC-20/721/1155), name, symbol, total supply, decimals, owner

Use Cases: Token research, contract verification, due diligence

Transaction History

Purpose: Recent transfer activity with timestamps and transaction details

bash
node scripts/tx-history.js <address> [--chain <name>] [--limit <number>] [--pretty]

Returns: Recent ERC-20 and NFT transfers with direction (IN/OUT), timestamps, contract addresses

Use Cases: Activity analysis, transaction tracking, wallet monitoring

NFT Holdings

Purpose: Current NFT collection with detailed token information

bash
node scripts/nft-holdings.js <address> [--chain <name>] [--collection <contract>] [--pretty]

Returns: NFTs currently held, grouped by collection, token IDs, transfer statistics

Use Cases: NFT portfolio analysis, collection tracking, investment research

Bot Detection

Purpose: Advanced behavioral analysis to identify potential automated accounts

bash
node scripts/bot-detect.js <address> [--chain <name>] [--pretty]

Returns: Bot score (0-100), verdict classification, detailed breakdown of scoring factors

Scoring Factors:

  • Wrapped Token Usage (30pts): Frequency of using wrapped native tokens
  • Fast Flipping (25pts): Quick buy-sell cycles within 24 hours
  • Fast Listing (20pts): Immediate listing after purchase (within 30 minutes)
  • Aggressive Pricing (15pts): Price manipulation patterns
  • Cross-Collection Activity (10pts): Activity spread across many collections
Score Interpretation:
  • 75-100: Definite bot
  • 60-74: Likely bot
  • 40-59: Suspicious
  • 20-39: Probably human
  • 0-19: Human
Use Cases: Due diligence, airdrop filtering, community verification

Supported Networks

See references/CHAINS.md for comprehensive chain information including reliability status and performance characteristics.

Reliable Chains ✅

  • ApeChain (primary) - Fastest, most reliable
  • Ethereum - Stable, high-value addresses
  • Base - Fast L2 performance
  • Arbitrum - Reliable L2 with official RPC

Intermittent Chains 🟡

  • Polygon - May timeout, use with retry logic
  • Optimism - Occasional performance issues
  • BNB Chain - Variable reliability
  • Avalanche - Limited testing, use with caution

Output Formats

All scripts support two output modes:

JSON Format (Default)

Structured data ideal for programmatic consumption and agent workflows:
bash
node scripts/wallet-lookup.js <address>
# Returns formatted JSON

Pretty Format (Human-Readable)

Clean, emoji-enhanced output for human review:
bash
node scripts/wallet-lookup.js <address> --pretty
# Returns formatted text with emojis and clear sections

Environment Variables

No environment variables required. The skill uses public RPC endpoints configured in scripts/lib/rpc.js.

Custom RPC Endpoints (Advanced)

To use custom RPC endpoints, modify the CHAINS object in scripts/lib/rpc.js:

javascript
const CHAINS = {
  apechain: { 
    id: 33139, 
    rpc: "your-custom-rpc-url", 
    name: "ApeChain", 
    symbol: "APE", 
    explorer: "https://apescan.io" 
  },
  // ... other chains
};

Error Handling & Reliability

Automatic Retry Logic

  • 3 retry attempts with exponential backoff (500ms, 1s, 2s)
  • 10-second timeout per request
  • Graceful failure with clean error messages

Input Validation

  • Address format validation (0x + 40 hex characters)
  • Chain name validation against supported list
  • Clean error messages without stack traces

Common Error Messages

json
{"error": "Invalid address format. Address must be 0x followed by 40 hexadecimal characters"}
{"error": "Unsupported chain \"invalidchain\". Supported chains: apechain, ethereum, base, arbitrum, polygon, optimism, avalanche, bsc"}
{"error": "RPC request timed out after 10000ms"}

Performance & Limitations

Response Times

  • Fast (< 1s): ApeChain, Arbitrum
  • Good (1-2s): Ethereum, Base
  • Variable (1-5s): Polygon, Optimism, BSC, Avalanche

Data Coverage

  • Recent Activity: 500K-2M blocks depending on chain performance
  • Historical Limitations: Very old transactions may not appear
  • NFT Detection: ERC-721 and ERC-1155 support via Transfer events
  • Bot Analysis: Requires minimum 3 NFT purchases for scoring

Resource Usage

  • Memory: Minimal - processes data in streams
  • Network: Burst usage during queries, then idle
  • CPU: Low - mostly I/O bound operations

Troubleshooting

Network Issues

bash
# If RPC timeouts occur, try different chain:
node scripts/wallet-lookup.js <address> --chain ethereum

# For intermittent chains, retry usually succeeds:
node scripts/wallet-lookup.js <address> --chain polygon

Empty Results

  • Verify address is active on the selected chain
  • Try different chain if cross-chain activity expected
  • Increase block scan range for older activity

Performance Optimization

  • Use --limit parameter to reduce transaction history size
  • Choose reliable chains (ApeChain, Ethereum, Base, Arbitrum) for consistent performance
  • Monitor response times and adjust expectations per chain

Advanced Usage

Batch Analysis

bash
# Analyze multiple addresses
for addr in 0xaddr1 0xaddr2 0xaddr3; do
  echo "=== Analysis for $addr ==="
  node scripts/wallet-lookup.js $addr --pretty
  node scripts/bot-detect.js $addr --pretty
  echo
done

Cross-Chain Investigation

bash
# Check same address across multiple chains
for chain in apechain ethereum base arbitrum; do
  echo "=== $chain ==="
  node scripts/wallet-lookup.js 0x8dd6390be6dc732c92b161b9793a3948b56c0126 --chain $chain --pretty
done

Collection Analysis

bash
# Focus on specific NFT collection
node scripts/nft-holdings.js <address> --collection 0x<contract> --pretty

References

Version History

  • v2.0: Added retry logic, input validation, pretty formatting, comprehensive chain documentation
  • v1.0: Initial release with basic multi-chain support and bot detection

Need help? Check the references directory for detailed documentation or run any command without arguments for usage instructions.

Installation

Terminal bash

openclaw install apechain-reader
    
Copied!

💻Code Examples

node --version

node---version.txt
## Quick Start

Basic wallet lookup on ApeChain:

node scripts/wallet-lookup.js 0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045 --chain ethereum --pretty

node-scriptswallet-lookupjs-0xd8da6bf26964af9d7eed9e03e53415d37aa96045---chain-ethereum---pretty.txt
## Commands Reference

All commands support `--chain <name>` (defaults to `apechain`) and `--pretty` flag for human-readable output.

### Wallet Lookup
**Purpose**: Complete wallet profile with balance, transaction count, and NFT activity summary

node scripts/wallet-lookup.js <address> [--chain <name>] [--pretty]

node-scriptswallet-lookupjs-address---chain-name---pretty.txt
**Returns**: Native token balance, transaction count, NFT activity (received/sent), collection count, top holdings

**Example Output (JSON)**:

🔗 Explorer: https://apescan.io/address/0x8dd6390be6dc732c92b161b9793a3948b56c0126

-explorer-httpsapescanioaddress0x8dd6390be6dc732c92b161b9793a3948b56c0126.txt
### Contract Information
**Purpose**: Detailed smart contract analysis including type detection and metadata

node scripts/contract-info.js <address> [--chain <name>] [--pretty]

node-scriptscontract-infojs-address---chain-name---pretty.txt
**Returns**: Contract type (ERC-20/721/1155), name, symbol, total supply, decimals, owner

**Use Cases**: Token research, contract verification, due diligence

### Transaction History
**Purpose**: Recent transfer activity with timestamps and transaction details

node scripts/tx-history.js <address> [--chain <name>] [--limit <number>] [--pretty]

node-scriptstx-historyjs-address---chain-name---limit-number---pretty.txt
**Returns**: Recent ERC-20 and NFT transfers with direction (IN/OUT), timestamps, contract addresses

**Use Cases**: Activity analysis, transaction tracking, wallet monitoring

### NFT Holdings
**Purpose**: Current NFT collection with detailed token information

node scripts/nft-holdings.js <address> [--chain <name>] [--collection <contract>] [--pretty]

node-scriptsnft-holdingsjs-address---chain-name---collection-contract---pretty.txt
**Returns**: NFTs currently held, grouped by collection, token IDs, transfer statistics

**Use Cases**: NFT portfolio analysis, collection tracking, investment research

### Bot Detection
**Purpose**: Advanced behavioral analysis to identify potential automated accounts

node scripts/bot-detect.js <address> [--chain <name>] [--pretty]

node-scriptsbot-detectjs-address---chain-name---pretty.txt
**Returns**: Bot score (0-100), verdict classification, detailed breakdown of scoring factors

**Scoring Factors**:
- **Wrapped Token Usage** (30pts): Frequency of using wrapped native tokens
- **Fast Flipping** (25pts): Quick buy-sell cycles within 24 hours  
- **Fast Listing** (20pts): Immediate listing after purchase (within 30 minutes)
- **Aggressive Pricing** (15pts): Price manipulation patterns
- **Cross-Collection Activity** (10pts): Activity spread across many collections

**Score Interpretation**:
- 75-100: Definite bot
- 60-74: Likely bot  
- 40-59: Suspicious
- 20-39: Probably human
- 0-19: Human

**Use Cases**: Due diligence, airdrop filtering, community verification

## Supported Networks

See [references/CHAINS.md](references/CHAINS.md) for comprehensive chain information including reliability status and performance characteristics.

### Reliable Chains ✅
- **ApeChain** (primary) - Fastest, most reliable
- **Ethereum** - Stable, high-value addresses
- **Base** - Fast L2 performance
- **Arbitrum** - Reliable L2 with official RPC

### Intermittent Chains 🟡
- **Polygon** - May timeout, use with retry logic
- **Optimism** - Occasional performance issues
- **BNB Chain** - Variable reliability
- **Avalanche** - Limited testing, use with caution

## Output Formats

All scripts support two output modes:

### JSON Format (Default)
Structured data ideal for programmatic consumption and agent workflows:

# Returns formatted JSON

-returns-formatted-json.txt
### Pretty Format (Human-Readable)
Clean, emoji-enhanced output for human review:

# Returns formatted text with emojis and clear sections

-returns-formatted-text-with-emojis-and-clear-sections.txt
## Environment Variables

No environment variables required. The skill uses public RPC endpoints configured in `scripts/lib/rpc.js`.

### Custom RPC Endpoints (Advanced)
To use custom RPC endpoints, modify the `CHAINS` object in `scripts/lib/rpc.js`:

Tags

#web_and-frontend-development #bot

Quick Info

Category Development
Model Claude 3.5
Complexity Advanced
Author luigi08001
Last Updated 3/10/2026
🚀
Optimized for
Claude 3.5
🧠

Ready to Install?

Get started with this skill in seconds

openclaw install apechain-reader