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abuse-detection - Analyze abusive accounts on Pollinations

Detects and analyzes suspicious Pollinations accounts using IP clustering, multiple abuse signals, and ban recommendations.

Tags

Updated: 2026-10-02

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Score account abuse risk
  • Cluster users by IP
  • Analyze suspicious usage patterns
  • Identify false positive patterns
  • Recommend account bans
  • Ban users via Cloudflare D1

Inputs

  • Tinybird generation events
  • User account records
  • IP hashes and subnets
  • Abuse scoring thresholds
  • Cloudflare D1 access

Outputs

  • Abuse scores
  • IP cluster analysis
  • Suspicious account lists
  • Ban recommendations
  • Banned user accounts

Requirements

  • sops
  • jq
  • wrangler
  • Production Tinybird workspace access
  • Cloudflare D1 permissions

Source

  • Spec: SKILL.md

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abuse detection
account analysis
bot detection
IP clustering
fraud investigation
account banning
Score account abuse risk
Cluster users by IP
Analyze suspicious usage patterns
Identify false positive patterns
Tinybird generation events
User account records
IP hashes and subnets
Abuse scores
IP cluster analysis
Suspicious account lists