systematic-debugging

Diagnose bugs through a four-phase root cause investigation process before proposing fixes.

Updated Jul 6, 2026
One-click install
npx skills add https://github.com/chenziyang110/launchdeck --skill systematic-debugging-chenziyang110
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: systematic-debugging
Source: https://github.com/chenziyang110/launchdeck/tree/main/.claude/skills/systematic-debugging
Command: npx skills add https://github.com/chenziyang110/launchdeck --skill systematic-debugging-chenziyang110

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Random fixes and symptom patches waste time, mask underlying issues, and introduce new bugs. This Skill enforces a disciplined debugging methodology that finds the actual root cause before any fix is attempted, even under time pressure or social pressure to apply quick patches. ## Core Features & Use Cases - Four-Phase Process: Root cause investigation, pattern analysis, hypothesis testing, and implementation, with mandatory completion of each phase before proceeding. - Pressure-Resistant Rules: Explicit anti-patterns, red flags, and rationalization tables that stop shortcut fixes during emergencies, exhaustion, or authority pressure. - Supporting Techniques: Root cause tracing through call stacks, defense-in-depth validation at multiple layers, condition-based waiting to replace flaky timeouts, and a test-pollution bisection script. - Use Case: When a test fails intermittently or a production bug appears deep in the call stack, follow Phase 1 to gather evidence at each component boundary, trace the bad value to its source, then fix at the origin with a failing test proving the fix. ## Quick Start Use the systematic-debugging skill to investigate this failing test and find its root cause before suggesting any fix.

Frequently Asked Questions about systematic-debugging

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

FAQPage Schema
How do I debug a test failure systematically instead of guessing?▼

Follow the four phases: investigate the root cause by reading errors and reproducing consistently, analyze patterns against working examples, form and test a single hypothesis, then implement one fix with a failing test. Never propose fixes before completing Phase 1.

How to find the root cause of a bug deep in the call stack?▼

Trace backward through the call chain from the immediate cause to the original trigger, asking what called each level and what value was passed. Add stack trace instrumentation with console.error before the failing operation, and fix at the source rather than the symptom.

Should I apply a quick fix during a production emergency?▼

No. The skill mandates root cause investigation first because systematic debugging is faster than guess-and-check thrashing, and symptom fixes mask underlying issues. Quick patches set a bad pattern and typically cause rework.

How do I fix flaky tests caused by timing issues?▼

Replace arbitrary setTimeout or sleep delays with condition-based waiting that polls for the actual condition you care about, such as an event appearing or state changing. Arbitrary timeouts are only acceptable for documented timing behavior like debounce intervals.

What should I do when three or more fix attempts have failed?▼

Stop and question the architecture rather than attempting a fourth fix. Repeated failures where each fix reveals new problems elsewhere indicate a fundamentally wrong pattern, which requires architectural discussion before more fixes.

How do I find which test is polluting shared state or files?▼

Use the included find-polluter.sh bisection script, which runs test files one by one and checks whether the unwanted file or directory appears after each run. It stops at the first polluting test and reports it for investigation.