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trustlayer-sybil-scanner

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Detect Sybil rings and fake reviews in ERC-8004 agent ratings.

Data & Analytics#Sybil detection#ERC-8004#agent reputation#reputation analysis#review fraud
Authordnzengou
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill identifies fake reviews, Sybil rings, and reputation laundering in ERC-8004 agent ratings, helping to ensure trust and reliability in agent reputation systems.

Core Features & Use Cases

  • Sybil Detection: Identifies clusters of wallets that only review each other, flagging potential Sybil rings.
  • Review Quality: Scores reviews based on reviewer reputation, distinguishing between reviews from trusted and throwaway wallets.
  • Cross-Chain Analysis: Checks for reputation inconsistencies across different chains, highlighting potential laundering.
  • Temporal Anomalies: Flags sudden bursts of positive reviews following negative ones, indicating potential manipulation.
  • Spam Detection: Identifies known spam patterns through tag analysis and filtering.
  • Use Case: Before engaging with an agent or paying them, use this Skill to verify the authenticity of their ratings and reviews.

Quick Start

Run the sybil scan for an agent on the Base chain with the command: curl -s "https://api.thetrustlayer.xyz/trust/base:<agentId>"

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: trustlayer-sybil-scanner
Download link: https://github.com/dnzengou/agentbot-opensource/archive/main.zip#trustlayer-sybil-scanner

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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