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systematic-debugging by panaversity

Systematic methodology for debugging bugs, test failures, and unexpected behavior. Use when encountering any technical issue before proposing fixes. Covers root cause investigation, pattern analysis, hypothesis testing, and fix implementation. Use ESPECIALLY when under time pressure, just one quick fix seems obvious, or you've already tried multiple fixes. NOT for exploratory code reading.

Testing
107 Stars
95 Forks
Updated Jan 17, 2026, 05:30 AM

Why Use This

This skill provides specialized capabilities for panaversity's codebase.

Use Cases

  • Developing new features in the panaversity repository
  • Refactoring existing code to follow panaversity standards
  • Understanding and working with panaversity's codebase structure

Install Guide

2 steps
  1. 1

    Download Ananke

    Skip this step if Ananke is already installed.

  2. 2

    Install inside Ananke

    Click Install Skill, paste the link below, then press Install.

    https://github.com/panaversity/agentfactory/tree/main/docs/_skills_archive/cold/systematic-debugging

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Source & Community

Repository agentfactory
Skill Version
main
Community
107 95
Updated At Jan 17, 2026, 05:30 AM

Skill Stats

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Total Files 1
Total Size 0 B
License NOASSERTION

Source

GitHub Repository ↗ Commit main ↗ skill.extrachatgpt.com ↗