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sybil-detection

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Coordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens

skills/sybil-detection/SKILL.md

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# Sybil Detection — Coordinated Wallet & Fake Activity Analysis

Sybil attacks in Solana token markets involve a single entity operating many wallets to create the illusion of organic activity. This skill covers detecting coordinated wallet clusters, wash trading, bundled transactions, and fake holder inflation — critical for evaluating whether a token's metrics reflect real demand or manufactured signals.

## Why Sybil Detection Matters

Token markets on Solana are rife with manufactured signals:

- **Inflated holder counts**: 500 "holders" that are really 10 entities with 50 wallets each
- **Fake volume**: Wash trading between self-controlled wallets to simulate demand
- **Artificial social proof**: Many wallets holding small amounts to appear broadly distributed
- **Rug preparation**: Creator distributes supply across many wallets, then sells coordinated
- **Bundled launches**: PumpFun tokens where creator buys via Jito bundle in first slot
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