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Systematic Debugging

Checked
atxinsky·vlatest·testing

Systematically identifies and resolves software bugs using advanced analysis and automated debugging 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 atxinsky/skills --skill systematic-debugging -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

atxinsky

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 atxinsky/skills at 7e3130473e.

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

Commit
7e3130473e
Manifest
systematic-debugging/SKILL.md
Scanned
22 files, 2,436 lines
Copies in repo
2 — all of them scanned
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 provides a structured approach to debugging code, guiding the AI agent through a methodical process of identifying and resolving issues. It helps break down complex problems into smaller, manageable steps, ensuring thorough investigation and preventing overlooking potential root causes. The skill focuses on systematic analysis rather than random troubleshooting attempts.

When to use it

  • When facing a bug that is difficult to reproduce or understand.
  • During code reviews to proactively identify and address potential issues.
  • To improve the efficiency of debugging efforts, especially in large projects.
  • When needing to isolate the source of an error within a complex system.

Key capabilities

  • Systematic problem breakdown
  • Guided debugging process
  • Root cause analysis
  • Error isolation

Example prompts

  • "Debug this code and explain your steps systematically."
  • "I'm encountering [error description]. Can you help me debug it using a systematic approach?"
  • "Walk me through the debugging process for this function, explaining each step."

Tips & gotchas

The skill is most effective when provided with clear error messages and relevant code snippets. It assumes some basic understanding of programming concepts and debugging techniques.