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root-cause-tracing

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack…

Skill by NeoLabHQ

IndexedGPL-3.0★ 1,782
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About

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Use cases: data

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What's inside

Skill name
root-cause-tracing
Description
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
License
GPL-3.0
Instructions
185 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • body: contains an absolute path from the author's machine

Files (1)

  • SKILL.md

SKILL.md (first lines)

# 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.

From NeoLabHQ/context-engineering-kit, GPL-3.0.

More from NeoLabHQ/context-engineering-kit

Signals

Stars
1,782
Forks
163
Open issues
7
Last commit (this folder)
Aug 7, 2026 (2 months ago)
Last release
Aug 26, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
GPL-3.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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root-cause-tracing skill. Agent Mart. https://agentmart.dev/skills/neolabhq-root-cause-tracing-3e3571 (last updated 2026-10-24)