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Systematic Debugging

Checked
jackiexiao·vlatest·testing

Systematically identifies and resolves software bugs using structured analysis and automated testing 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 makerjackie/jackie-skills-cn-top50 --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

jackiexiao

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 jackiexiao/jackie-skills-cn-top50 at d1f9628e47.

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

Commit
d1f9628e47
Manifest
skills/systematic-debugging/SKILL.md
Scanned
11 files, 1,218 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 provides a structured approach to debugging code, systematically identifying and resolving errors. It helps break down complex problems into smaller, manageable steps, ensuring thorough investigation of potential causes. The agent can guide you through techniques like reproducing the bug, isolating variables, and testing hypotheses to pinpoint the root cause.

When to use it

  • You're facing a persistent software bug that’s difficult to track down.
  • A new feature is causing unexpected behavior or errors in an existing system.
  • You need help understanding why a specific piece of code isn't working as intended.
  • You want to improve your debugging process and ensure more comprehensive error resolution.

Key capabilities

  • Reproducing bugs
  • Isolating variables
  • Testing hypotheses
  • Systematic error investigation

Example prompts

  • "I have a bug where users can't log in. Can you help me debug it systematically?"
  • "My code is throwing an 'IndexError'. Walk me through the steps to find out why."
  • "This new feature isn’t working correctly; guide me through debugging this issue step-by-step."

Tips & gotchas

The skill assumes you have access to the codebase and relevant logs. Providing detailed information about the bug, including error messages and context, will help the agent provide more effective guidance.