dev-debugging

Name: dev-debugging
Availability: InStock
Author: Google

Diagnose and fix Capsem bugs through a test-driven three-step debugging workflow.

68|10|Updated Sep 26, 2025

Search Tags:#workflow #testing #debugging #diagnosis #telemetry #root-cause #capsem

Ready to run

npx skills add https://github.com/google/capsem --skill dev-debugging-google

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: dev-debugging
Source: https://github.com/google/capsem/tree/main/skills/dev-debugging
Command: npx skills add https://github.com/google/capsem --skill dev-debugging-google

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Debugging methodology for Capsem helps teams investigate bugs, test failures, and unexpected behavior by enforcing a disciplined, test-driven workflow. It prevents rushing to patches without understanding underlying causes and guides teams through a reproducible diagnostic process.

Core Features & Use Cases

Enforces a three-step debugging process (reproduce with a test, diagnose root cause, deliver a comprehensive fix) to improve reliability.
Provides structured guidance for VM-level issues, telemetry gaps, networking/policy misconfigurations, and frontend/build pipeline failures.
Encourages documentation and pattern-based fixes to prevent repeated regressions across the codebase.

Quick Start

Reproduce the issue with a failing test, diagnose the root cause, and implement a robust fix following the three-step workflow.

Frequently Asked Questions about dev-debugging

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

FAQPage Schema

What is a test-driven debugging workflow for fixing Capsem bugs?▼

A test-driven debugging workflow enforces a three-step process to fix Capsem bugs: reproduce the issue with a failing test, diagnose the root cause, and then deliver a comprehensive fix to prevent untested patches.

How do I diagnose the root cause of VM-level issues or telemetry gaps in Capsem?▼

To diagnose root causes in Capsem, you must first reproduce the VM-level or telemetry issue with a test. This structured diagnosis prevents rushing to code patches before fully understanding the underlying misconfiguration or failure.

How to fix networking or policy misconfigurations in Capsem without introducing regressions?▼

Fix networking or policy misconfigurations by following a structured debugging workflow: reproduce the failure with a test, identify the root cause, and apply a comprehensive fix. This pattern-based approach prevents repeated regressions across components.

Can I use this debugging workflow for frontend and build pipeline failures across Capsem components?▼

Yes, this debugging workflow applies to frontend and build pipeline failures across Capsem components. It provides structured guidance to ensure fixes are comprehensive and rooted in test-driven diagnosis rather than rushed patches.

Why does Capsem prevent code patches before understanding the root cause of a failure?▼

Capsem debugging guards prevent code patches before root cause analysis to stop rushed fixes. By requiring a failing test to reproduce the issue first, teams ensure they fully understand the failure before delivering a robust fix.

What is the best way to debug unexpected behavior or test failures in Capsem?▼

The best way to debug unexpected behavior in Capsem is using a disciplined, test-driven workflow. By enforcing a formal process of reproduction, root cause diagnosis, and comprehensive fixing, it improves reliability and prevents repeated regressions.