internet-failure-analysis-expert

Analyze internet failures and CVE vulnerabilities from official reports.

2|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/QuasarRyan/internet-failure-analysis-expert --skill internet-failure-analysis-expert
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: internet-failure-analysis-expert
Source: https://github.com/QuasarRyan/internet-failure-analysis-expert/tree/main
Command: npx skills add https://github.com/QuasarRyan/internet-failure-analysis-expert --skill internet-failure-analysis-expert

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, beautifulsoup4, and includes scripts (resource) components.

What problem does it solve?

This Skill provides a systematic analysis of various failures, supporting both CVE vulnerabilities and general internet outage scenarios, to identify root causes and suggest improvements.

Core Features & Use Cases

  • Dual Mode Analysis: Handles both CVE IDs and natural language descriptions of internet failures.
  • Comprehensive Reporting: Generates detailed reports including timelines, root cause analysis (human/organizational factors), and technical recommendations.
  • Use Case: Analyze the Log4Shell vulnerability (CVE-2021-44228) by fetching official reports, dissecting its timeline, identifying the exploit path, and recommending mitigation strategies. Or, analyze a major cloud outage by searching for post-mortem reports, extracting key events, and understanding the underlying technical and organizational failures.

Quick Start

Analyze the internet failure described by 'AWS us-east-1 outage on 2021-12-07'.

Frequently Asked Questions about internet-failure-analysis-expert

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

FAQPage Schema
How do I analyze a CVE vulnerability using its ID?

To analyze a CVE vulnerability, input the CVE ID and the Skill fetches official reports, dissects the timeline, identifies the exploit path root cause, and recommends mitigation strategies.

Can I analyze a major cloud outage from a natural language description?

Yes, you can analyze a major cloud outage by providing a natural language description, which triggers a search for post-mortem reports to extract key events and identify technical failures.

What is included in a root cause analysis for internet failures?

Root cause analysis for internet failures includes a detailed timeline of events, identification of human and organizational factors, and technical improvement suggestions to prevent recurrence.

Does this failure analysis tool require Python dependencies?

Yes, the failure analysis tool requires Python dependencies including requests and beautifulsoup4 to fetch official reports and perform web scraping for incident data.

What is the best way to investigate an internet incident response?

The best way to investigate an internet incident response is to systematically fetch official post-mortem reports, extract the failure timeline, and evaluate both technical and organizational root causes.

When should I not use an automated tool for vulnerability analysis?

You should not use an automated tool for vulnerability analysis when official reports are unavailable for scraping, as the timeline dissection and root cause identification depend on fetching external incident data.