problem-analysis
Invoke IMMEDIATELY for structured problem analysis and solution discovery.
When & Why to Use This Skill
This Claude skill provides a structured framework for root cause analysis and systematic problem discovery. By leveraging an automated Python orchestration script, it bypasses superficial troubleshooting to identify the fundamental 'why' behind technical issues. It is designed to enforce a rigorous investigation workflow, ensuring high-accuracy diagnostics for complex software and system failures.
Use Cases
- Root Cause Analysis (RCA): Systematically identifying the underlying trigger of recurring software bugs or logic errors.
- Incident Investigation: Executing a step-by-step diagnostic script to analyze system failures or unexpected behavior in production environments.
- Performance Bottleneck Discovery: Investigating the source of latency or resource exhaustion through structured data collection and analysis.
- Complex System Troubleshooting: Managing multi-step investigations where jumping to conclusions must be avoided in favor of evidence-based discovery.
| name | problem-analysis |
|---|---|
| description | Invoke IMMEDIATELY via python script when user requests problem analysis or root cause investigation. Do NOT explore first - the script orchestrates the investigation. |
Problem Analysis
Root cause identification skill. Identifies WHY a problem occurs, NOT how to fix it.
Invocation
Do NOT explore or analyze first. Run the script and follow its output.