AgentSkillsCN

nobody-debugs

适用于在遇到任何 Bug、测试失败或意外行为时，在提出修复方案之前使用。

SKILL.md
--- frontmatter
name: nobody-debugs
description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Systematic Debugging

Overview

4-phase process: reproduce, isolate, identify root cause, fix with test.

Core principle: Random fixes waste hours. Systematic tracing takes minutes.

Announce at start: "I'm using the nobody-debugs skill to trace this."

Phase 1: Reproduce

Before anything else, get a reliable reproduction:

  1. •Find the exact command/action that triggers the bug
  2. •Note the exact error message and behavior
  3. •Confirm it reproduces consistently
  4. •If intermittent, note frequency and conditions

Cannot reproduce? Gather more data before proceeding. Don't guess.

Phase 2: Isolate

Narrow down where the problem lives:

  1. •Binary search — Comment out half the code, does it still fail?
  2. •Simplify inputs — Find the minimal input that triggers the bug
  3. •Check boundaries — Which module/function/line is the boundary between working and broken?
  4. •Read error traces — Follow the stack trace to the actual failure point

Goal: "The bug is in function X, triggered when Y happens."

Phase 3: Root Cause

Trace backward from the symptom to the origin:

  1. •Start at the crash/error point
  2. •Ask: "What state caused this to fail?"
  3. •Trace that state backward: "Where was this value set?"
  4. •Repeat until you find the original cause

Root cause checklist:

  • •Can you explain WHY the bug happens, not just WHERE?
  • •If you fix this, will the symptom definitely disappear?
  • •Is this the deepest cause, or just another symptom?

Common traps:

  • •Fixing the symptom, not the cause
  • •Stopping at the first suspicious thing
  • •Assuming without evidence

Phase 4: Fix with Test

  1. •Write failing test reproducing the bug (TDD RED)
  2. •Watch it fail with the exact symptom
  3. •Apply minimal fix addressing root cause
  4. •Watch it pass (TDD GREEN)
  5. •Check for regressions — run full test suite
  6. •Add defense — validation, assertions, logging at the failure point

When Stuck

ProblemAction
Can't reproduceAdd logging, try different environments
Too many variablesIsolate one variable at a time
Fix broke something elseRevert, understand dependencies first
"No root cause found"95% of the time = incomplete investigation

Red Flags

  • •Proposing fixes before understanding the root cause
  • •"Let me try this and see if it works"
  • •Changing multiple things at once
  • •Not writing a regression test
  • •Fixing symptoms instead of causes

Real-World Impact

  • •Systematic approach: 15–30 minutes to fix
  • •Random fixes approach: 2–3 hours of thrashing
  • •First-time fix rate: ~95% vs ~40%
  • •New bugs introduced: Near zero vs common