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Systematic Debugging

Checked
freeacger·vlatest·testing·MIT

Systematically identifies and resolves software bugs using automated analysis and targeted code modifications.

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 freeacger/loom --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

freeacger

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 freeacger/loom at 7c62483a96.

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

Commit
7c62483a96
Manifest
skills/systematic-debugging/SKILL.md
Scanned
21 files, 2,326 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, "Systematic Debugging," provides a structured approach to identifying and resolving errors in code. It guides you through a series of steps designed to isolate issues efficiently, including reproducing bugs, analyzing error messages, and formulating hypotheses about the root cause. The tool aims to reduce debugging time by promoting methodical investigation rather than random trial-and-error.

When to use it

  • When facing an unfamiliar bug in a codebase where you need to quickly understand the problem's origin.
  • During code reviews to help identify and address potential issues proactively.
  • To teach new developers a structured debugging process, ensuring consistency across the team.
  • When troubleshooting complex errors that require a systematic approach to isolate the root cause.

Key capabilities

  • Reproducing bugs reliably.
  • Analyzing error messages for clues.
  • Formulating and testing hypotheses about the bug's origin.
  • Providing structured guidance through debugging steps.

Example prompts

  • "I'm getting a 'TypeError: undefined is not an object' error. Can you help me debug it?"
  • "The application crashes when I click this button. Walk me through how to systematically find the problem."
  • “This function isn’t returning the expected value, guide me through debugging steps.”

Tips & gotchas

The skill assumes a basic understanding of programming concepts and error handling. It's most effective when used with clear and informative error messages; vague or unhelpful errors may limit its usefulness.