root-cause-tracing

Trace bugs backward through the call stack to identify original triggers.

Updated Nov 5, 2025
One-click install
npx skills add https://github.com/mikeyobrien/ghclip --skill root-cause-tracing-mikeyobrien
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: root-cause-tracing
Source: https://github.com/mikeyobrien/ghclip/tree/main/.claude/skills/root-cause-tracing
Command: npx skills add https://github.com/mikeyobrien/ghclip --skill root-cause-tracing-mikeyobrien

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill systematically traces bugs backward through the call stack to find the original trigger, preventing superficial fixes and ensuring robust, long-term solutions. It eliminates the frustration of recurring bugs and saves significant debugging time by focusing on the source, not just the symptom.

Core Features & Use Cases

  • Backward Tracing: Guides you from observing a symptom to finding its immediate cause, and then tracing further up the call chain to the original trigger.
  • Instrumentation: Provides methods for adding stack traces and debug logging (console.error()) to pinpoint problematic code when manual tracing is difficult.
  • Polluter Identification: Offers a bisection script (find-polluter.sh) to efficiently isolate which specific test or code change introduces pollution or errors.
  • Use Case: A git init command is unexpectedly creating a .git directory in your source code. Use this skill to trace back through the call chain, identify where the incorrect directory path originated (e.g., an uninitialized variable), and fix it at the source, preventing future occurrences.

Quick Start

Use the root-cause-tracing skill to investigate why the 'file-upload-service' is failing with an 'invalid path' error.

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 a bug back to its root cause through the call stack?

Root cause tracing guides you backward from a symptom through the call chain to identify the original trigger. Observe the error, find its immediate cause, follow the chain upward to the source, validate it, and add instrumentation to prevent recurrence.

Why does my stack trace not show where the bug actually started?

Long or noisy stack traces often mask the original trigger because errors manifest deep in execution. Root cause tracing systematically traces backward through the call stack rather than fixing the symptom at the point of failure, revealing the upstream source.

What's the best way to find which test or code change introduced a bug?

Root cause tracing includes bisection scripting—like find-polluter.sh—to efficiently isolate which specific test or change introduces pollution or errors, narrowing the search space before manual tracing begins.

How do I use instrumentation and debug logging to pinpoint problematic code?

Add stack traces and debug logging with console.error() at suspected points in the call chain to capture the state and flow when the error occurs, making it easier to validate the source without manual step-through.

Can root cause tracing prevent bugs from happening again?

Yes. Root cause tracing enforces defense-in-depth by implementing instrumentation and fixes at the source, not just the symptom, eliminating recurring bugs and ensuring long-term robustness.