An advanced multi-chain wallet analyzer providing USD valuations, ENS resolution, and sophisticated bot detection for EVM networks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install apechain-reader
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install apechain-reader using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is WalletLens?
WalletLens is a robust multi-chain analysis tool designed to integrate seamlessly with Openclaw Skills workflows. It empowers developers and researchers to inspect wallet profiles, smart contracts, and NFT portfolios across eight major EVM networks, including ApeChain, Ethereum, and Base. By leveraging public RPC endpoints and optional API integrations, it provides deep on-chain insights without complex infrastructure requirements.
The core value of WalletLens within the ecosystem of Openclaw Skills lies in its ability to transform raw blockchain data into high-fidelity summaries and machine-parseable JSON. Whether you are performing due diligence on a specific address or investigating complex cross-chain transfer patterns, this skill offers the reliability and technical depth needed for professional-grade blockchain forensics and agent-based automation.
WalletLens Use Cases
- Performing comprehensive due diligence on wallet addresses to assess historical activity and USD holdings.
- Identifying automated bot activity using advanced behavioral scoring algorithms based on transaction patterns.
- Tracking cross-chain NFT portfolios with human-readable collection names and transfer statistics.
- Investigating smart contract metadata, total supply, and ownership during token research.
- Monitoring recent transaction history to identify high-frequency trading or flipping patterns.
How WalletLens Works
- The user provides a wallet or contract address and specifies an optional target blockchain.
- The skill validates the address format and selects the optimal RPC endpoint from its internal registry.
- It executes a series of queries to retrieve native balances, transaction counts, and NFT transfer events.
- Real-time USD pricing is fetched via CoinGecko integration to provide financial context for token balances.
- If the bot detection module is triggered, the skill analyzes the last several hundred blocks for specific behaviors like fast flipping or wrapped token usage.
- The results are aggregated and returned as structured JSON for Openclaw Skills agents or formatted text for human review.
WalletLens Setup
To utilize WalletLens, ensure you have Node.js (v16+) installed. This skill is designed to work out of the box with Openclaw Skills by using public RPC endpoints.
# Verify your Node.js environment
node --version
# Perform a basic wallet lookup on ApeChain
node scripts/wallet-lookup.js <address> --pretty
# Execute a cross-chain lookup on Ethereum
node scripts/wallet-lookup.js <address> --chain ethereum --pretty
No API keys are required for basic operations, though setting an optional ALCHEMY_API_KEY can enhance NFT collection name resolution.
WalletLens Data Schema & Taxonomy
WalletLens organizes data into structured JSON objects suitable for data pipelines. Key data points include:
| Property | Type | Description |
|---|---|---|
address |
String | Validated EVM wallet or contract address |
chain |
String | The network name (e.g., ApeChain, Base, Polygon) |
balance |
Object | Token balances mapped to their native symbols |
nftActivity |
Object | Tally of received and sent NFTs |
botScore |
Number | A behavioral score from 0-100 indicating automation probability |
explorer |
String | A direct URL to the relevant block explorer |
The output for bot detection includes a detailed breakdown of scoring factors such as wrapped token usage and fast-listing patterns.
WalletLens Advanced Features
- Multi-chain resilience with 3-tier automatic retry logic and exponential backoff for intermittent RPCs.
- Sophisticated bot detection algorithm evaluating five distinct on-chain behavioral factors.
- Integrated ENS domain support for resolving .eth names across all lookup commands.
- Dual-format output support (JSON and Pretty) for flexible use between automated scripts and manual CLI usage.
- Extensible RPC configuration allowing power users to plug in private node providers for higher throughput.
SKILL.md
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