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Jesse Vincent

Root Cause Tracing skill

Systematically trace bugs backward through call stack to find original trigger

$npx skills add obra/superpowers-skills --skill Root Cause Tracing
View this skill on GitHubobra/superpowers-skills/skills/debugging/root-cause-tracing/SKILL.md
Pack stars
760
Pack installs
17k
Alyn Score
49/99
Updated
13 months ago
License
MIT
– views – installs via Alyn

Jesse Vincent

Root Cause Tracing

Install Root Cause Tracing

Pick your agent. Every command is ready to paste.

$npx skills add obra/superpowers-skills --skill Root Cause Tracing

The open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.

01

Install it

Run the command above, or upload the folder in Claude.

02

Ask naturally

Describe the task. Your agent loads Root Cause Tracing when the request matches its description.

03

Name it if needed

If it does not trigger, say “use the Root Cause Tracing skill”. In Codex, type $Root Cause Tracing.

The skill itself

SKILL.md

FolderGitHub

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

Tips for Root Cause Tracing

  • • Start a fresh session after installing so your agent picks up the new skill.
  • • This skill ships scripts. Read them before the first run, and run it in a project without secrets first.
  • • It is part of a pack with 30 skills. Install only the ones you need with --skill to keep triggers precise.
  • • If two skills overlap, mention the one you want by name.

Questions about Root Cause Tracing

What does the Root Cause Tracing skill do?

Systematically trace bugs backward through call stack to find original trigger

How do I install Root Cause Tracing?

Run "npx skills add obra/superpowers-skills --skill Root Cause Tracing" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.

Does Root Cause Tracing work in Cursor and Codex?

Yes. Root Cause Tracing uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.

Is Root Cause Tracing free?

Root Cause Tracing is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.

Who made Root Cause Tracing?

Root Cause Tracing is published by Jesse Vincent in the obra/superpowers-skills repository, together with 29 other skills.

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