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compound-v-debug

Debug software failures through reproduction, root cause analysis, and verification.

Updated Feb 7, 2026
Search Tags:#workflow#debugging#instrumentation#reproduce#root-cause#flaky-tests#regression-testing
One-click install
npx skills add https://github.com/shermanhuman/promptherder --skill compound-v-debug
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: compound-v-debug
Source: https://github.com/shermanhuman/promptherder/tree/main/compound-v/skills/compound-v-debug
Command: npx skills add https://github.com/shermanhuman/promptherder --skill compound-v-debug

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables engineers to systematically debug failures by reproducing issues, isolating root causes, and validating fixes with regression tests.

Core Features & Use Cases

  • Structured debugging workflow: Reproduce, research, minimize, hypothesize, instrument, fix, prevent, and verify in a repeatable process.
  • Comprehensive reporting: Document symptoms, repro steps, root cause, fixes, regression safeguards, and verification outcomes.
  • Wide applicability: Useful for runtime errors, flaky tests, incorrect outputs, or behavior regressions across software projects.

Quick Start

Provide a failing scenario with error messages and environment details, then let the skill guide through the reproduction, hypothesis testing, instrumentation, and verification.

Frequently Asked Questions about compound-v-debug

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is the best way to systematically debug flaky tests and runtime errors?▼

A systematic debugging workflow reproduces failures, minimizes variables, forms hypotheses, and instruments code to identify root causes. It enforces a structured process ending with regression protection and a clear verification report for runtime errors and flaky tests.

How do I root-cause a software regression when I only have error messages and environment details?▼

Root-causing a software regression starts by providing error messages and environment details to trigger a guided workflow. You then reproduce the issue, test hypotheses, instrument code, and verify the fix while documenting symptoms and regression safeguards.

Can I use a structured debugging workflow for both wrong outputs and behavior regressions?▼

Yes, structured debugging applies to wrong outputs, behavior regressions, runtime errors, and flaky tests across software projects. It systematically isolates root causes through minimization and instrumentation regardless of the specific failure type.

Does root-cause debugging require any specific testing frameworks or external dependencies?▼

No, systematic root-cause debugging requires no external dependencies or specific testing frameworks. It provides a repeatable methodology to reproduce issues, instrument code, and verify fixes within any software engineering environment.

Why does my debugging process fail to prevent recurring flaky tests?▼

Debugging fails to prevent recurring flaky tests when it lacks structured regression protection and verification. Systematically documenting the root cause and adding regression tests ensures fixes are validated and prevents the flaky test from returning.

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