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Debug Root Cause

Checked
manastalukdar·vlatest·testing·MIT

Pinpoints the underlying root cause of software failures using advanced analysis and reasoning techniques.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add manastalukdar/ai-devstudio --skill debug-root-cause -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

manastalukdar

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned manastalukdar/claude-devstudio at e457c1d3b5.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
e457c1d3b5
Manifest
skills/debug-root-cause/SKILL.md
Scanned
1 file, 677 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

This skill analyzes error messages, logs, and code snippets to identify the underlying root cause of a software bug or system failure. It can trace back through dependencies and potential issues to pinpoint the origin of the problem. The agent will provide explanations for its reasoning and suggest possible solutions based on its analysis.

When to use it

  • You're facing an unexpected error in production and need to quickly understand why it occurred.
  • Debugging a complex issue where multiple components interact, making it difficult to isolate the source of the problem.
  • Analyzing system logs to identify patterns and root causes of recurring errors.
  • Troubleshooting performance bottlenecks by identifying inefficient code or resource constraints.

Key capabilities

  • Error message analysis
  • Log file parsing
  • Code snippet examination
  • Dependency tracing
  • Root cause identification
  • Solution suggestion

Example prompts

  • "Analyze this error message: 'TypeError: Cannot read property 'name' of undefined' and tell me the root cause."
  • "I’m seeing high latency on our database. Analyze these logs and identify potential bottlenecks."
  • “Here is a code snippet that is failing. Can you debug it and explain why?”

Tips & gotchas

The skill requires access to relevant error messages, log files, or code snippets for effective analysis. Providing as much context as possible will improve the accuracy of its root cause identification.