AI Traffic Detector

Detects AI coding agent traffic in server logs and analytics. Identifies Claude Code, Cursor, Cline, Aider, and other agent fingerprints. Use when analyzing AI agent access patterns to documentation. Use when this capability is needed.

tomevault-io Updated

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AI Traffic Detector Skill

Detects and analyzes AI coding agent traffic.

When to Use This Skill

  • Identify AI agents accessing docs
  • Set up AI traffic segmentation
  • Monitor crawler access
  • Analyze behavior patterns

Known Agent Fingerprints

Agent Pattern Reliability
Aider Aider/*, aider.chat High
Claude Code claude-cli/*, axios/1.8.x Medium
Cursor got + x-cursor-client-* High
Windsurf colly High
OpenCode Electron/* + OpenCode/* High
Codex CLI codex_cli_rs/* High

Accept Header Signal

AI agents send Accept: text/markdown - no human browser does this.

Usage

# Analyze server logs
python3 scripts/ai_traffic_detector.py --log-file /var/log/nginx/access.log

# Check URL for signals
python3 scripts/ai_traffic_detector.py --url https://example.com/docs

Source: Spirizeon/agentic-aeo-skills — distributed by TomeVault.

tomevault-io/skills-registry/tree/main/spirizeon--agentic-aeo-skills--ai-traffic-detector commit ba78fe0ddd

Frequently asked questions

npx skillmds@latest add tomevault-io/ai-traffic-detector