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problem-analysis

Invoke IMMEDIATELY for structured problem analysis and solution discovery.

607stars106forksUpdated 2/18/2026
Data Science & ML#root-cause#script#problem-analysis#python#diagnostics

Security Assessment

Safe(100/100)
Security Score100/100

About problem-analysis

The 'problem-analysis' skill is designed to assist in identifying the root cause of a problem rather than suggesting solutions or fixes. It is invoked immediately upon user request, triggering a Python script that automates the process of investigating issues at their core. This skill is not intended for preliminary exploration or data gathering; its purpose is to directly address the 'why' behind a problem, providing insights into the underlying causes. This ensures that users can quickly understand the reason for a failure or issue without engaging in unnecessary exploration or trial-and-error approaches.

Key capabilities of this skill include the automated initiation of root cause analysis through the execution of a Python script located in the specified working directory. The script orchestrates the entire investigation process and provides output based on its findings. The skill is ideal for users who need a direct, script-driven analysis of complex problems without manual intervention. It eliminates the need for guesswork and expedites the diagnostic phase, enabling faster resolutions by pinpointing the exact cause. As such, this tool is particularly useful for developers, engineers, or anyone working in problem-solving environments that require precise and immediate identification of root causes.

FAQ

How do I invoke the problem-analysis skill?

You can invoke the skill by running the Python script located at '.claude/skills/scripts', using the command: 'python3 -m skills.problem_analysis.analyze --step 1'.

Can I use this skill to fix the identified problems?

No, this skill is designed specifically for root cause identification. It identifies why a problem occurs but does not provide solutions or fixes.

Are there any prerequisites for using this skill?

Yes, the skill requires the Python environment to be properly set up and the appropriate script located in the '.claude/skills/scripts' directory.

Can this skill be used for any type of problem?

This skill is designed for generic problem analysis. It can be applied to a wide range of issues, but it is important to ensure that the underlying cause can be clearly identified through the script.

Does this skill require manual intervention for analysis?

No, once invoked, the skill automatically performs the root cause analysis and provides output based on the findings. There is no need for manual exploration.

All Files

3 files
README.md6.2 KB
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CLAUDE.md0.5 KB
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SKILL.md0.5 KB
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Install problem-analysis

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

solatis/claude-config

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