problem-analysis
Invoke IMMEDIATELY via python script for structured problem analysis and decision reasoning. Do NOT explore first - the script orchestrates the workflow.
When & Why to Use This Skill
This Claude skill automates structured root cause analysis and decision reasoning through a specialized Python orchestration script. It focuses on identifying the underlying 'why' behind complex issues and system failures, ensuring a systematic investigation process that avoids premature conclusions and targets the source of the problem.
Use Cases
- Root Cause Analysis (RCA): Systematically identifying the primary driver of a system failure or performance degradation to prevent recurrence.
- Incident Post-mortems: Conducting a structured investigation after a service outage to document the sequence of events and causal factors.
- Complex Debugging: Analyzing intricate software bugs or unexpected system behaviors where the source is not immediately apparent from logs.
- Decision Reasoning: Evaluating the logic and evidence behind specific outcomes in automated workflows or business processes.
| 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.