walletlens

Advanced multi-chain wallet analyzer with USD pricing, collection names, ENS support, and sophisticated bot detection across 8 EVM networks. Use when you need to: (1) analyze wallet profiles with USD valuations and natural language summaries, (2) inspect smart contract details and token information, (3) track NFT portfolios with resolved collection names, (4) examine transaction history and transfer patterns, (5) detect potential bot accounts through advanced behavioral analysis, (6) perform due diligence on addresses with comprehensive insights, (7) investigate cross-chain activity with ENS domain support. Supports ApeChain (primary), Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, and BNB Chain with automatic retry logic and human-readable output.

Safety Notice

This listing is from the official public ClawHub registry. Review SKILL.md and referenced scripts before running.

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Install skill "walletlens" with this command: npx skills add Luigi08001/apechain-reader

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.

# Verify Node.js version
node --version

Quick Start

Basic wallet lookup on ApeChain:

node scripts/wallet-lookup.js 0x8dd6390be6dc732c92b161b9793a3948b56c0126

Same query with human-readable output:

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

Cross-chain lookup on Ethereum:

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

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]

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

Example Output (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):

🔍 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

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

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

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

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:

node scripts/wallet-lookup.js <address>
# Returns formatted JSON

Pretty Format (Human-Readable)

Clean, emoji-enhanced output for human review:

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:

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

{"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

# 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

# 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

# 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

# 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.

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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