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ai-traffic-detector

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UpdatedApril 16, 2026 at 18:22

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.

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Spirizeon

Spirizeon/agentic-aeo-skills

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Related occupationsSOC

Based on SOC occupation classification

Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

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name	ai-traffic-detector
description	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.

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

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name	ai-traffic-detector
description	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.

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