skills/smithery.ai/a5c-ai-failure-analysis

a5c-ai-failure-analysis

Installation
SKILL.md

Failure Analysis Skill

Purpose

The Failure Analysis skill provides systematic methodology for investigating mechanical component failures, enabling root cause identification through fractography, metallography, stress analysis, and structured problem-solving approaches.

Capabilities

  • Fractography interpretation (SEM, optical)
  • Metallographic examination guidance
  • Root cause analysis frameworks (5-Why, Fishbone)
  • Failure mode identification (fatigue, corrosion, overload)
  • Stress analysis correlation to failure location
  • Chemical analysis interpretation
  • Corrective action development
  • Failure analysis report generation

Usage Guidelines

Installs
1
First Seen
Mar 3, 2026
a5c-ai-failure-analysis from smithery.ai