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root-cause-tracing

Trace call stacks to identify the original trigger behind failures.

Updated Dec 9, 2025
Search Tags:#testing#debugging#defense-in-depth#quality#traceability#root-cause#stack-trace
One-click install
npx skills add https://github.com/h4v1d/extension-collection-geminicli --skill root-cause-tracing-h4v1d
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: root-cause-tracing
Source: https://github.com/h4v1d/extension-collection-geminicli/tree/main/root-cause-tracing
Command: npx skills add https://github.com/h4v1d/extension-collection-geminicli --skill root-cause-tracing-h4v1d

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps engineers systematically identify the original trigger behind failures that manifest deep in a call stack, preventing fixes that only address symptoms.

Core Features & Use Cases

  • Stack-trace driven root-cause analysis across modules and tests.
  • Instrumentation and defensive depth additions to capture the original trigger.
  • Applicable to CI failures, flaky tests, and complex architectures to eliminate pollution in subsequent runs.

Quick Start

Run the root-cause-tracing workflow when a failure occurs deep in the execution path, trace back through the call chain to locate the initial trigger, and implement a fix at the source.

Frequently Asked Questions about root-cause-tracing

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

FAQPage Schema
How do I trace the root cause of a bug deep in a complex call stack?▼

To trace the root cause of a bug deep in a call stack, systematically trace back through the call chain using stack traces and instrumentation to locate the original trigger rather than fixing surface symptoms.

What is the best way to debug flaky tests and CI failures caused by deep execution path issues?▼

Debugging flaky tests and CI failures requires root-cause analysis across modules to eliminate pollution in subsequent runs by identifying the initial trigger and implementing a fix at the source.

Can I validate defense-in-depth fixes using stack trace analysis?▼

Yes, you can validate defense-in-depth fixes by applying multi-layer validation across modules to ensure your instrumentation and fixes address the original trigger behind the failure.

How do I stop fixing symptoms instead of the original trigger in complex architectures?▼

Stop fixing symptoms by using stack-trace driven root-cause analysis to systematically identify the original trigger behind failures deep in the execution path across your tests and setup.

When do I need instrumentation for root-cause tracing?▼

You need instrumentation for root-cause tracing when failures manifest deep in a call stack, requiring you to capture the original trigger across complex architectures and validate the fix at the source.

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