ChainaAware Behavioral Prediction
PassAudited by ClawScan on May 1, 2026.
Overview
The skill is coherently focused on ChainAware wallet and token risk analysis, but users should notice that it uses a ChainAware API key and sends blockchain identifiers to an external MCP endpoint.
This appears safe to install if you intend to use ChainAware’s external Web3 risk-analysis service. Before installing, make sure you are comfortable providing a ChainAware API key and sending queried wallet or contract identifiers to ChainAware; treat prediction scores as advisory, especially for lending, compliance, onboarding, or investment decisions.
Findings (3)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Your ChainAware API key may be used whenever the agent invokes this skill for wallet or contract analysis.
The skill requires a ChainAware API key for service access. This is expected for a paid/external API integration, but users should understand they are delegating use of that credential to tool calls.
requires:\n env:\n - CHAINAWARE_API_KEY\n primaryEnv: CHAINAWARE_API_KEY
Use a dedicated, least-privileged ChainAware key if available, monitor usage, and revoke or rotate it if you uninstall the skill.
Blockchain identifiers you ask about may be transmitted to ChainAware, which could reveal what wallets, contracts, or tokens you are investigating.
The skill uses an external MCP endpoint and discloses that wallet, contract, LP, and network identifiers are sent to ChainAware for analysis.
external_endpoints:\n - url: https://prediction.mcp.chainaware.ai/sse\n transport: SSE\n purpose: Blockchain wallet and contract behavioural analysis\n data_sent:\n - Wallet addresses ...\n - Smart contract / LP addresses\n - Network identifier
Avoid submitting addresses you consider sensitive unless you are comfortable with ChainAware processing them under its privacy policy.
Users or agents may over-weight the prediction as definitive when making lending, listing, onboarding, or safety decisions.
The skill makes strong predictive-accuracy and future-behavior claims in a domain that can affect financial, onboarding, and compliance decisions.
Fraud Detection — predict fraudulent wallet behavior before it happens (~98% accuracy on ETH) ... predictive — it tells your agent what is about to happen.
Treat the results as one risk signal and corroborate high-impact decisions with additional evidence and human review.