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Systematic Debugging

Checked
ahmedhamadto·vlatest·testing·MIT

Systematically identifies, isolates, and resolves software bugs using methodical debugging techniques and detailed analysis.

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 ahmedhamadto/software-forge --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

ahmedhamadto

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 ahmedhamadto/software-forge at cf55920b21.

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

Commit
cf55920b21
Manifest
skills/systematic-debugging/SKILL.md
Scanned
6 files, 890 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 enables AI agents to systematically debug code. It helps identify the root cause of errors by analyzing error messages, stack traces, and code context. The agent can then suggest potential fixes or modifications to resolve the issue, leading to more reliable software.

When to use it

  • Troubleshooting failing automated tests: Use this skill when test suites are failing and you need help pinpointing the source of the errors.
  • Debugging production issues: When users report bugs in a deployed application, leverage this skill to quickly diagnose and resolve the underlying problem.
  • Analyzing unfamiliar codebases: If you're working with new or complex code, use it to understand error patterns and identify potential vulnerabilities.
  • Improving developer efficiency: Reduce debugging time by having the AI agent assist in identifying and resolving issues automatically.

Key capabilities

  • Error message analysis
  • Stack trace interpretation
  • Code context examination
  • Root cause identification
  • Fix suggestion generation

Example prompts

  • "Analyze this error message: 'TypeError: Cannot read property 'name' of undefined' and suggest a fix."
  • "I’m seeing this stack trace. What is the likely cause?" [paste stack trace]
  • “Debug this code snippet and explain why it’s failing.” [paste code]

Tips & gotchas

The skill requires access to relevant code files or repositories to effectively analyze errors and suggest solutions. Providing clear error messages and context will improve the accuracy of its debugging suggestions.