trustlayer-sybil-scanner

This Skill detects Sybil rings in ERC-8004 agent reputation systems by identifying clusters of wallets that only review each other, helping you spot fake reviews and reputation laundering before engaging with an agent.

A Sybil attack in agent reputation systems involves coordinated fake wallets manipulating ratings. Cross-chain analysis detects this by checking for reputation inconsistencies across multiple blockchains, highlighting potential laundering attempts.

You scan an agent for fake reviews and temporal anomalies on the Base chain by running the API command: curl -s "https://api.thetrustlayer.xyz/trust/base:<agentId>" to retrieve the reputation analysis.

Yes, you need API access to TrustLayer's Sybil Scanner service to analyze review quality, as the Skill depends on this external endpoint to score reviews based on reviewer reputation and identify spam patterns.

Yes, you can check cross-chain reputation consistency for ERC-8004 agents across multiple chains. The Skill analyzes reputation data across different networks to highlight potential laundering and fraudulent review manipulation.

Limitations of automated Sybil detection for ERC-8004 ratings include the dependency on TrustLayer's API service access and the potential for sophisticated spam patterns to evade temporal anomaly and tag analysis filters.