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Systematic Debugging

Checked
hjewkes·vlatest·testing·MIT

Systematically identifies and isolates software bugs using logical analysis and targeted test case generation.

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 hjewkes/agent-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

hjewkes

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 hjewkes/agent-skills at f3c9318438.

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

Scanned
13 files, 1,181 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, hjewkes-systematic-debugging, provides a structured approach to debugging code or systems. It facilitates isolating and resolving issues through methodical investigation rather than random attempts. The agent can use this skill to analyze error messages, trace execution paths, and identify root causes of problems in software applications.

When to use it

  • When facing an unexpected error or bug that requires a detailed analysis.
  • To diagnose performance bottlenecks within a system.
  • During the process of troubleshooting complex integration issues between different components.
  • When needing to understand the underlying cause of intermittent failures.

Key capabilities

  • Systematic debugging methodology
  • Error message analysis
  • Execution path tracing
  • Root cause identification

Example prompts

  • "Use systematic debugging to troubleshoot this error: [error message]"
  • "Can you systematically debug why my application is slow?"
  • "Apply your systematic debugging skill to trace the execution flow of this code snippet."

Tips & gotchas

This skill assumes a basic understanding of programming concepts and debugging principles. Providing clear context about the system or code being investigated will improve the agent's effectiveness.