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Whaleylaw
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traffic-analysis-specialist

Analyze web traffic logs to detect anomalous and bot-generated requests.

Updated Aug 23, 2026
Search Tags:#cloudflare#bot-detection#log-parsing#google-analytics#traffic-analysis#access-logs
One-click install
npx skills add https://github.com/Whaleylaw/llm-lawyer --skill traffic-analysis-specialist
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: traffic-analysis-specialist
Source: https://github.com/Whaleylaw/llm-lawyer/tree/main/.claude/skills/traffic-analysis-specialist
Command: npx skills add https://github.com/Whaleylaw/llm-lawyer --skill traffic-analysis-specialist

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps operations and analytics teams rapidly diagnose unexpected web traffic patterns, determine whether spikes are legitimate or malicious, and restore reliable user analytics tracking so teams can prioritize incidents and reduce false alerts.

Core Features & Use Cases

  • Real-time and historical review: Guides inspecting dashboards (GA4, Cloudflare) and comparing current activity to baselines to identify anomalies.
  • Access log forensics: Provides parsers and commands to extract top IPs, requested pages, status distributions, user agents, and hourly volume from Nginx or Cloud Run logs.
  • Bot detection and mitigation: Recommends heuristics for suspicious UAs and high-rate IPs, nginx blocking patterns, and Cloudflare firewall settings.
  • Monitoring & alerting: Shows how to implement simple spike detection, alert thresholds, and lightweight real-time dashboards for launch-day monitoring.
  • Analytics setup and validation: Covers GA4 installation checks, event tracking examples, and SQL queries for funnel and DAU analysis.

Quick Start

Analyze the recent traffic spike for the specified site by checking GA4 realtime, exporting and parsing access logs for top IPs and user agents, and flagging likely bot activity.

Frequently Asked Questions about traffic-analysis-specialist

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze web traffic spikes and detect bot activity in my access logs?▼

To analyze web traffic spikes and detect bot activity, parse raw Nginx or Cloud Run access logs to extract top IPs, user agents, and hourly volumes, then compare these against historical baselines to flag anomalous requests.

What is the best way to investigate suspicious traffic patterns using Cloudflare and Google Analytics?▼

Investigating suspicious traffic patterns with Cloudflare and Google Analytics involves inspecting real-time dashboards, comparing current activity against normal baselines, and applying IP reputation checks to distinguish legitimate users from bots.

How do I set up alerting for anomalous traffic volume on production web applications?▼

Set up alerting for anomalous traffic volume by implementing simple spike detection and alert thresholds within your monitoring systems, enabling lightweight real-time dashboards for immediate launch-day incident response.

Can I use Nginx and Cloudflare firewall rules to block high-rate bot IPs?▼

Yes, you can block high-rate bot IPs by applying heuristics for suspicious user agents, configuring Nginx blocking patterns, and adjusting Cloudflare firewall settings to mitigate malicious automated requests.

How do I debug conversion funnels and validate GA4 event tracking for web traffic?▼

Debug conversion funnels and validate GA4 event tracking by performing GA4 installation checks, verifying event tracking examples, and running SQL queries to accurately analyze daily active users and funnel progression.

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