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    Airdrop Sybil Farming Defense & Allocation Qualifier

    1

    Audits wallet clusters for industrial bot patterns, traces gas funding lineage, and qualifies airdrop eligibility using LayerZero/Arbitrum heuristics.

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    Airdrop Sybil Farming Defense & Allocation Qualifier

    Airdrop Sybil Farming Defense & Allocation Qualifier

    Example session with this skill installed

    Audit wallet 0x71C8...39B2 against LayerZero and Arbitrum-grade anti-Sybil heuristics and determine allocation tier.

    • Read your context and instructions
    • Compiled the airdrop sybil farming

    [SYBIL SHIELD] AIRDROP INTEGRITY & QUALIFICATION AUDIT

    Target Address: 0x71C8...39B2 | Ecosystem: Arbitrum / LayerZero / Base | Sybil Risk: 1.2% (LOW)

    1. Anti-Sybil Forensic Telemetry
    • Gas Funding Origin: Direct withdrawal from Coinbase Primary Hot Wallet (Verified Organic)
    • CEX Deposit Consolidation: No shared deposit addresses across known clusters
    • Behavioral Entropy (Temporal): High variance ($\sigma_{\Delta t} = 142.4\text{ hours}$ — Genuine Human Cadence)
    • Jaccard Similarity with Known Clusters: $J = 0.04$ (Well below 0.85 blacklisting threshold)
    • Dust Sweep Footprint: Zero automated sweep activity detected
    2. Protocol Activity & Diversity Scoring
    • Total Lifetime Transactions: 148 txs across 14 active calendar months
    • Unique Contracts Interacted: 52 contracts ($CIDI = 1.38$ — High Ecosystem Diversity)
    • Bridged Volume Across Chains: $38,420 USD equivalent (Ethereum, Arbitrum, Optimism, Base)
    • Protocol Depth: Uniswap v3 LP, Aave v3 supply/borrow, GMX perpetual trade, Snapshot governance vote
    3. Airdrop Allocation Tier Qualification
    Protocol CriteriaThreshold MetEvaluation Status
    Activity Across >= 3 Distinct Months14 MonthsPASSED (Tier 1)
    Unique DApps Engaged >= 1052 DAppsPASSED (Tier 1)
    Cumulative Volume >= $10,000$38,420PASSED (Tier 1)
    Contract Inactivity Grace (>= 0.005 ETH)0.42 ETH balancePASSED (Anti-Sybil Safe)
    LayerZero Bounty Hunter Sybil FlagNoneCLEAN
    4. Final Verdict & Allocation Status

    STATUS: ALLOCATION QUALIFIED (TIER 1 POWER USER)
    The analyzed address exhibits zero industrial bot patterns, organic gas lineage, superior contract diversity, and qualifies for maximum allocation tier without Sybil penalty reduction.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Airdrop Sybil farming defense and allocation qualification engine. Audits wallet clusters for industrial bot patterns, traces gas funding lineage, calculates on-chain interaction diversity, and verifies airdrop eligibility using LayerZero/Arbitrum-grade anti-Sybil heuristics.

    Forensic Capabilities:

    • Gas Funding Lineage: Traces initial gas disbursement trees to detect centralized EOA disburser bot farms.
    • Shared CEX Deposit Detector: Links wallets that route funds back to identical centralized exchange deposit memos or addresses.
    • Contract Interaction Diversity Index (CIDI): Measures authentic user curiosity vs shallow single-contract looping scripts.
    • Temporal Synchronization Engine: Analyzes execution variance to catch automated cron/batch execution bursts.
    • Multi-Tier Allocation Classifier: Categorizes wallets into Tier 1 (Whale/Power User) down to Disqualified (Industrial Sybil).
    • 100% Offline & Private: Zero external API calls or private key exposure. Evaluates exported on-chain transaction graphs locally.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Security.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    .

    Audits on-chain transaction graphs, funding trees, and cluster similarity entirely in local sandboxed runtime.

    Listed7 days ago

    What's inside

    Frequently Asked Questions

    Audits wallet clusters for industrial bot patterns, traces gas funding lineage, and qualifies airdrop eligibility using LayerZero/Arbitrum heuristics.

    This skill uses the open SKILL.md standard. Use it through an MCP-compatible agent connected to Agensi, and check the compatibility information on this page for confirmed agents and required capabilities.

    Connect your AI agent to Agensi through MCP, then ask it to use Airdrop Sybil Farming Defense & Allocation Qualifier on your task. Your agent loads the latest approved version each time. Paid skills require a purchase or active subscription. Skill files are not available for download; your licence does not allow you to save, copy or export any part of a skill.

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