problem-analysis
Identifies the root causes of failures through a specialized script rather than suggesting immediate patches.
Install
mkdir -p .claude/skills/problem-analysis && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/4968" && unzip -o skill.zip -d .claude/skills/problem-analysis && rm skill.zipInstalls to .claude/skills/problem-analysis
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Invoke IMMEDIATELY via python script when user requests problem analysis or root cause investigation. Do NOT explore first - the script orchestrates the investigation.Key capabilities
- →Orchestrate root cause investigation
- →Identify triggers for system failures
- →Execute systematic problem analysis
How it works
The skill executes a dedicated Python script that manages the investigation steps to isolate the cause of a reported problem.
Inputs & outputs
When to use problem-analysis
- →Investigating production errors
- →Performing root cause analysis
- →Diagnosing system failure triggers
About this skill
Problem Analysis
Root cause identification skill. Identifies WHY a problem occurs, NOT how to fix it.
Invocation
<invoke working-dir=".claude/skills/scripts" cmd="python3 -m skills.problem_analysis.analyze --step 1" />Do NOT explore or analyze first. Run the script and follow its output.
When not to use it
- →Immediate code patching
- →Exploratory debugging without script orchestration
Limitations
- →Must be invoked immediately without prior exploration
How it compares
It enforces a structured, script-driven investigation process instead of manual, ad-hoc exploration.
Compared to similar skills
problem-analysis side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| problem-analysis (this skill) | 1 | 6mo | No flags | Intermediate |
| godot | 1,044 | 5mo | Review | Intermediate |
| python-testing-patterns | 77 | 2mo | Review | Intermediate |
| error-handling-patterns | 35 | 2mo | No flags | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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