Sp root cause tracing
Systematically trace bugs backward through call stack to find original triggerFrom its SKILL.md
npx -y skills add aAAaqwq/AGI-Super-Team --skill sp-root-cause-tracingAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
5.4 KB, ~1.3k tokens by cl100k_base, as published. Nobody here has run it
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
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:
git initruns inprocess.cwd()← empty cwd parameter- WorktreeManager called with empty projectDir
- Session.create() passed empty string
- Test accessed
context.tempDirbefore beforeEach - 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
What ships with it: 1 file
1.5 KB alongside SKILL.md, 1 of them executable
- find-polluter.shruns1.5 KB
Gives 10 of the 12 instructions most root cause skills give in ~1.3k tokens
Counted across 120 of the 151 authors here whose files we hold, read 2026-09-06
- Add stack trace instrumentation when manual tracing failshere, and in 8 of 120, across 5 files
- Trace backward through the call chainhere, and in 8 of 120, across 5 files
- Use console.error in tests instead of loggerhere, and in 8 of 120, across 5 files
- Capture the full call chain with new Error().stackhere, and in 8 of 120, across 5 files
- Fix the root cause, not the symptomin 7 of 120
- Log before the dangerous operation, not after it failshere, and in 7 of 120, across 4 files
- Log directory, cwd, environment variables, and stackhere, and in 7 of 120, across 4 files
- Add validation at each layer as defense-in-depthhere, and in 6 of 120, across 3 files
- Run tests and grep for the debug outputhere, and in 6 of 120, across 3 files
- Analyze stack traces for test file names and line numbershere, and in 6 of 120, across 3 files
- Fix at the source, not the symptomhere, and in 5 of 120, across 2 files
- Assign every action item an ownerin 5 of 120
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.