
Root Cause Tracing
- 961 installs
- 1.3k repo stars
- Updated August 3, 2026
- neolabhq/context-engineering-kit
root-cause-tracing is a debugging skill that walks errors backward through call stacks and instrumentation for developers who need the original trigger instead of a symptom patch.
About
root-cause-tracing is part of the neolabhq context-engineering-kit and teaches agents to reject quick fixes at the failure site when bugs manifest deep in the stack. The workflow traces backward through the call chain—examples include git init in the wrong directory, files created in the wrong path, or databases opened with incorrect paths—adding instrumentation when visibility is missing. The core principle is to locate the original trigger and fix at the source rather than patching where the exception surfaces. Developers reach for root-cause-tracing when stack traces show downstream errors but the initiating call or bad input entered several layers earlier.
- Traces bugs backward from deep call-stack manifestations to the original trigger
- Adds instrumentation automatically when the root cause is unclear
- Follows a 5-step structured tracing process with decision diamonds
- Includes defense-in-depth recommendations after fixing the source
- Prevents repeated symptom-only fixes across codebases
Root Cause Tracing by the numbers
- 961 all-time installs (skills.sh)
- +33 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Ranked #51 of 596 Debugging skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 961 |
|---|---|
| repo stars | ★ 1.3k |
| Security audit | 3 / 3 scanners passed |
| Last updated | August 3, 2026 |
| Repository | neolabhq/context-engineering-kit ↗ |
How do you trace bugs to the original trigger?
Systematically trace errors backward through call stacks and instrumentation instead of patching symptoms.
Who is it for?
Developers debugging errors that surface deep in the call stack but likely originate from earlier calls or bad upstream data.
Skip if: Developers who already know the failing line and only need a one-line syntax fix should skip full backward tracing.
When should I use this skill?
An error appears deep in execution and the user needs systematic backward tracing instead of patching the symptom site.
What you get
Identified root trigger, instrumentation points, and source-level fix plan.
- Root cause identification
- Instrumentation plan
- Source-level fix
Files
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/core2. 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
cwdresolves toprocess.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
Related skills
FAQ
How does root-cause-tracing differ from fixing where the error throws?
root-cause-tracing walks backward through the call chain until it finds the original trigger—such as a wrong directory, path, or input—instead of patching only the deepest exception site where the symptom appears.
When should root-cause-tracing add instrumentation?
root-cause-tracing adds instrumentation when backward steps lack enough visibility to see which upstream call introduced invalid data or incorrect behavior, so the agent can continue tracing to the true source.
Is Root Cause Tracing safe to install?
skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.