What is the 'Verification Pyramid' mentioned in the skill?

The Verification Pyramid is a methodology that ensures a fix is valid by moving from basic static analysis and builds up to critical runtime execution and manual confirmation, proving the code path works in reality.

How does the auto mode work in Workflow Debug?

Auto mode, triggered with the -a flag, allows Claude to proceed through the debugging steps without pausing for user confirmation, automatically selecting the most recommended solution based on its analysis.

Does Workflow Debug work with any programming language?

Yes, the workflow-debug skill is language-agnostic. It focuses on systematic problem-solving principles and verification steps that apply to any software development environment.

Can this skill help with intermittent or hard-to-reproduce bugs?

Yes, it utilizes a 'Log Technique' to instrument the code with strategic debug logs, enabling you to capture and share execution data to help Claude identify the root cause of non-obvious errors.

Workflow Debug

Name: Workflow Debug
Author: Devattom

byDevattom

0•

Seguridad y Pruebas

Debugs software errors systematically using a five-step analysis and multi-layer verification workflow.

Workflow Debug is a comprehensive debugging skill for Claude Code designed to move beyond simple guessing by implementing a battle-tested, hypothesis-driven methodology. It guides Claude through reproducing the error, identifying root causes, researching multiple solution options, and implementing fixes with strategic logging. Most importantly, it employs a 'Verification Pyramid' that prioritizes actual runtime execution over simple static checks, ensuring that bugs are truly resolved in the live code path rather than just satisfying a linter.

Características Principales

01Multi-layer verification pyramid covering static, build, and runtime checks

02Strategic log instrumentation for capturing data in hard-to-reproduce scenarios

030 GitHub stars

04Fully automated '-a' mode for rapid, hands-free error resolution

05Hypothesis-driven root cause analysis with ranked probability testing

06Systematic 5-step debugging workflow (Analyze, Find, Propose, Fix, Verify)

Casos de Uso

01Ensuring robust bug fixes through automated regression testing and manual runtime verification

02Fixing API integration failures by analyzing logs and proposing multiple architectural solutions

03Troubleshooting complex runtime crashes where the root cause is not immediately obvious

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add devattom/.claude workflow-debug

For use in Claude.ai and ChatGPT