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Root Cause Tracing

Systematically trace bugs backward through call stack to find original trigger

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Download vodailocz-kilo-kit-mcp-skills_problem-solving_root-cause-tracing-0448e6c.zip · 3 KB
Part of vodailocz/kilo-kit-mcp — 142 skills

Install

skills CLI npx skills add https://github.com/VoDaiLocz/kilo-kit-mcp/tree/main/skills/problem-solving/root-cause-tracing
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install vodailocz-kilo-kit-mcp@llmmart
Git git clone https://github.com/VoDaiLocz/kilo-kit-mcp.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole vodailocz/kilo-kit-mcp collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Root Cause Tracing

Overview

Bugs often manifest deep in the call stack (git init in wrong directory, file created in wrong location, database opened with wrong path). Your instinct is to fix where the error appears, but that's treating a symptom.

Core principle: Trace backward through the call chain until you find the original trigger, then fix at the source.

When to Use

digraph when_to_use {
    "Bug appears deep in stack?" [shape=diamond];
    "Can trace backwards?" [shape=diamond];
    "Fix at symptom point" [shape=box];
    "Trace to original trigger" [shape=box];
    "BETTER: Also add defense-in-depth" [shape=box];

    "Bug appears deep in stack?" -> "Can trace backwards?" [label="yes"];
    "Can trace backwards?" -> "Trace to original trigger" [label="yes"];
    "Can trace backwards?" -> "Fix at symptom point" [label="no - dead end"];
    "Trace to original trigger" -> "BETTER: Also add defense-in-depth";
}

Use when:

  • Error happens deep in execution (not at entry point)
  • Stack trace shows long call chain
  • Unclear where invalid data originated
  • Need to find which test/code triggers the problem

The Tracing Process

1. Observe the Symptom

Error: git init failed in /Users/jesse/project/packages/core

2. Find Immediate Cause

What code directly causes this?

await execFileAsync('git', ['init'], { cwd: projectDir });

3. Ask: What Called This?

WorktreeManager.createSessionWorktree(projectDir, sessionId)
  → called by Session.initializeWorkspace()
  → called by Session.create()
  → called by test at Project.create()

4. Keep Tracing Up

What value was passed?

  • projectDir = '' (empty string!)
  • Empty string as cwd resolves to process.cwd()
  • That's the source code directory!

5. Find Original Trigger

Where did empty string come from?

const context = setupCoreTest(); // Returns { tempDir: '' }
Project.create('name', context.tempDir); // Accessed before beforeEach!

Adding Stack Traces

When you can't trace manually, add instrumentation:

// Before the problematic operation
async function gitInit(directory: string) {
  const stack = new Error().stack;
  console.error('DEBUG git init:', {
    directory,
    cwd: process.cwd(),
    nodeEnv: process.env.NODE_ENV,
    stack,
  });

  await execFileAsync('git', ['init'], { cwd: directory });
}

Critical: Use console.error() in tests (not logger - may not show)

Run and capture:

npm test 2>&1 | grep 'DEBUG git init'

Analyze stack traces:

  • Look for test file names
  • Find the line number triggering the call
  • Identify the pattern (same test? same parameter?)

Finding Which Test Causes Pollution

If something appears during tests but you don't know which test:

Use the bisection script: @find-polluter.sh

./find-polluter.sh '.git' 'src/**/*.test.ts'

Runs tests one-by-one, stops at first polluter. See script for usage.

Real Example: Empty projectDir

Symptom: .git created in packages/core/ (source code)

Trace chain:

  1. git init runs in process.cwd() ← empty cwd parameter
  2. WorktreeManager called with empty projectDir
  3. Session.create() passed empty string
  4. Test accessed context.tempDir before beforeEach
  5. setupCoreTest() returns { tempDir: '' } initially

Root cause: Top-level variable initialization accessing empty value

Fix: Made tempDir a getter that throws if accessed before beforeEach

Also added defense-in-depth:

  • Layer 1: Project.create() validates directory
  • Layer 2: WorkspaceManager validates not empty
  • Layer 3: NODE_ENV guard refuses git init outside tmpdir
  • Layer 4: Stack trace logging before git init

Key Principle

digraph principle {
    "Found immediate cause" [shape=ellipse];
    "Can trace one level up?" [shape=diamond];
    "Trace backwards" [shape=box];
    "Is this the source?" [shape=diamond];
    "Fix at source" [shape=box];
    "Add validation at each layer" [shape=box];
    "Bug impossible" [shape=doublecircle];
    "NEVER fix just the symptom" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];

    "Found immediate cause" -> "Can trace one level up?";
    "Can trace one level up?" -> "Trace backwards" [label="yes"];
    "Can trace one level up?" -> "NEVER fix just the symptom" [label="no"];
    "Trace backwards" -> "Is this the source?";
    "Is this the source?" -> "Trace backwards" [label="no - keeps going"];
    "Is this the source?" -> "Fix at source" [label="yes"];
    "Fix at source" -> "Add validation at each layer";
    "Add validation at each layer" -> "Bug impossible";
}

NEVER fix just where the error appears. Trace back to find the original trigger.

Stack Trace Tips

In tests: Use console.error() not logger - logger may be suppressed Before operation: Log before the dangerous operation, not after it fails Include context: Directory, cwd, environment variables, timestamps Capture stack: new Error().stack shows complete call chain

Real-World Impact

From debugging session (2025-10-03):

  • Found root cause through 5-level trace
  • Fixed at source (getter validation)
  • Added 4 layers of defense
  • 1847 tests passed, zero pollution
Files (kilo-kit-mcp)
  • find-polluter.sh 1.5 KB
    #!/bin/bash
    # Bisection script to find which test creates unwanted files/state
    # Usage: ./find-polluter.sh <file_or_dir_to_check> <test_pattern>
    # Example: ./find-polluter.sh '.git' 'src/**/*.test.ts'
    
    set -e
    
    if [ $# -ne 2 ]; then
      echo "Usage: $0 <file_to_check> <test_pattern>"
      echo "Example: $0 '.git' 'src/**/*.test.ts'"
      exit 1
    fi
    
    POLLUTION_CHECK="$1"
    TEST_PATTERN="$2"
    
    echo "🔍 Searching for test that creates: $POLLUTION_CHECK"
    echo "Test pattern: $TEST_PATTERN"
    echo ""
    
    # Get list of test files
    TEST_FILES=$(find . -path "$TEST_PATTERN" | sort)
    TOTAL=$(echo "$TEST_FILES" | wc -l | tr -d ' ')
    
    echo "Found $TOTAL test files"
    echo ""
    
    COUNT=0
    for TEST_FILE in $TEST_FILES; do
      COUNT=$((COUNT + 1))
    
      # Skip if pollution already exists
      if [ -e "$POLLUTION_CHECK" ]; then
        echo "⚠️  Pollution already exists before test $COUNT/$TOTAL"
        echo "   Skipping: $TEST_FILE"
        continue
      fi
    
      echo "[$COUNT/$TOTAL] Testing: $TEST_FILE"
    
      # Run the test
      npm test "$TEST_FILE" > /dev/null 2>&1 || true
    
      # Check if pollution appeared
      if [ -e "$POLLUTION_CHECK" ]; then
        echo ""
        echo "🎯 FOUND POLLUTER!"
        echo "   Test: $TEST_FILE"
        echo "   Created: $POLLUTION_CHECK"
        echo ""
        echo "Pollution details:"
        ls -la "$POLLUTION_CHECK"
        echo ""
        echo "To investigate:"
        echo "  npm test $TEST_FILE    # Run just this test"
        echo "  cat $TEST_FILE         # Review test code"
        exit 1
      fi
    done
    
    echo ""
    echo "✅ No polluter found - all tests clean!"
    exit 0
    
  • SKILL.md 5.4 KB
    ---
    name: Root Cause Tracing
    description: Systematically trace bugs backward through call stack to find original trigger
    when_to_use: when errors occur deep in execution and you need to trace back to find the original trigger
    version: 1.1.0
    languages: all
    ---
    
    # Root Cause Tracing
    
    ## Overview
    
    Bugs often manifest deep in the call stack (git init in wrong directory, file created in wrong location, database opened with wrong path). Your instinct is to fix where the error appears, but that's treating a symptom.
    
    **Core principle:** Trace backward through the call chain until you find the original trigger, then fix at the source.
    
    ## When to Use
    
    ```dot
    digraph when_to_use {
        "Bug appears deep in stack?" [shape=diamond];
        "Can trace backwards?" [shape=diamond];
        "Fix at symptom point" [shape=box];
        "Trace to original trigger" [shape=box];
        "BETTER: Also add defense-in-depth" [shape=box];
    
        "Bug appears deep in stack?" -> "Can trace backwards?" [label="yes"];
        "Can trace backwards?" -> "Trace to original trigger" [label="yes"];
        "Can trace backwards?" -> "Fix at symptom point" [label="no - dead end"];
        "Trace to original trigger" -> "BETTER: Also add defense-in-depth";
    }
    ```
    
    **Use when:**
    - Error happens deep in execution (not at entry point)
    - Stack trace shows long call chain
    - Unclear where invalid data originated
    - Need to find which test/code triggers the problem
    
    ## The Tracing Process
    
    ### 1. Observe the Symptom
    ```
    Error: git init failed in /Users/jesse/project/packages/core
    ```
    
    ### 2. Find Immediate Cause
    **What code directly causes this?**
    ```typescript
    await execFileAsync('git', ['init'], { cwd: projectDir });
    ```
    
    ### 3. Ask: What Called This?
    ```typescript
    WorktreeManager.createSessionWorktree(projectDir, sessionId)
      → called by Session.initializeWorkspace()
      → called by Session.create()
      → called by test at Project.create()
    ```
    
    ### 4. Keep Tracing Up
    **What value was passed?**
    - `projectDir = ''` (empty string!)
    - Empty string as `cwd` resolves to `process.cwd()`
    - That's the source code directory!
    
    ### 5. Find Original Trigger
    **Where did empty string come from?**
    ```typescript
    const context = setupCoreTest(); // Returns { tempDir: '' }
    Project.create('name', context.tempDir); // Accessed before beforeEach!
    ```
    
    ## Adding Stack Traces
    
    When you can't trace manually, add instrumentation:
    
    ```typescript
    // Before the problematic operation
    async function gitInit(directory: string) {
      const stack = new Error().stack;
      console.error('DEBUG git init:', {
        directory,
        cwd: process.cwd(),
        nodeEnv: process.env.NODE_ENV,
        stack,
      });
    
      await execFileAsync('git', ['init'], { cwd: directory });
    }
    ```
    
    **Critical:** Use `console.error()` in tests (not logger - may not show)
    
    **Run and capture:**
    ```bash
    npm test 2>&1 | grep 'DEBUG git init'
    ```
    
    **Analyze stack traces:**
    - Look for test file names
    - Find the line number triggering the call
    - Identify the pattern (same test? same parameter?)
    
    ## Finding Which Test Causes Pollution
    
    If something appears during tests but you don't know which test:
    
    Use the bisection script: @find-polluter.sh
    
    ```bash
    ./find-polluter.sh '.git' 'src/**/*.test.ts'
    ```
    
    Runs tests one-by-one, stops at first polluter. See script for usage.
    
    ## Real Example: Empty projectDir
    
    **Symptom:** `.git` created in `packages/core/` (source code)
    
    **Trace chain:**
    1. `git init` runs in `process.cwd()` ← empty cwd parameter
    2. WorktreeManager called with empty projectDir
    3. Session.create() passed empty string
    4. Test accessed `context.tempDir` before beforeEach
    5. setupCoreTest() returns `{ tempDir: '' }` initially
    
    **Root cause:** Top-level variable initialization accessing empty value
    
    **Fix:** Made tempDir a getter that throws if accessed before beforeEach
    
    **Also added defense-in-depth:**
    - Layer 1: Project.create() validates directory
    - Layer 2: WorkspaceManager validates not empty
    - Layer 3: NODE_ENV guard refuses git init outside tmpdir
    - Layer 4: Stack trace logging before git init
    
    ## Key Principle
    
    ```dot
    digraph principle {
        "Found immediate cause" [shape=ellipse];
        "Can trace one level up?" [shape=diamond];
        "Trace backwards" [shape=box];
        "Is this the source?" [shape=diamond];
        "Fix at source" [shape=box];
        "Add validation at each layer" [shape=box];
        "Bug impossible" [shape=doublecircle];
        "NEVER fix just the symptom" [shape=octagon, style=filled, fillcolor=red, fontcolor=white];
    
        "Found immediate cause" -> "Can trace one level up?";
        "Can trace one level up?" -> "Trace backwards" [label="yes"];
        "Can trace one level up?" -> "NEVER fix just the symptom" [label="no"];
        "Trace backwards" -> "Is this the source?";
        "Is this the source?" -> "Trace backwards" [label="no - keeps going"];
        "Is this the source?" -> "Fix at source" [label="yes"];
        "Fix at source" -> "Add validation at each layer";
        "Add validation at each layer" -> "Bug impossible";
    }
    ```
    
    **NEVER fix just where the error appears.** Trace back to find the original trigger.
    
    ## Stack Trace Tips
    
    **In tests:** Use `console.error()` not logger - logger may be suppressed
    **Before operation:** Log before the dangerous operation, not after it fails
    **Include context:** Directory, cwd, environment variables, timestamps
    **Capture stack:** `new Error().stack` shows complete call chain
    
    ## Real-World Impact
    
    From debugging session (2025-10-03):
    - Found root cause through 5-level trace
    - Fixed at source (getter validation)
    - Added 4 layers of defense
    - 1847 tests passed, zero pollution
    

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