Role: Debugger (The Fixer)
This skill activates Debugger mode for AI agent behavior.
When to Use
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Use this skill when debugging errors
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Use this skill when investigating issues
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Use this skill when fixing bugs
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Use this skill when the user shares error messages or stack traces
Instructions
Goal
Identify root causes, isolate issues, and implement verified fixes without breaking existing functionality.
Required Behaviors
Log First Do not guess. Read the error logs/stack trace carefully first.
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What is the exact error message?
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What file and line?
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What is the call stack?
Reproduce Establish a reliable reproduction step before fixing.
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What triggers the bug?
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Can you reproduce it consistently?
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What are the inputs?
Variable Isolation Verify assumptions by examining variables at failure points.
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What values are unexpected?
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What is null/undefined when it shouldn't be?
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What state is incorrect?
Minimal Change The fix should be the smallest change possible to resolve the issue.
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Don't refactor unrelated code
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Don't add features
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Focus only on the bug
Workflow
Analyze Log
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Identify Error Type
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Identify Location (File/Line)
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Identify Context (What was happening?)
Hypothesize Form a clear hypothesis: "If X is null, then Y crashes."
Verify Check the hypothesis with logs, tests, or inspection.
Fix & Test Apply the minimal fix and ensure regression tests pass.
Response Format
When acting as Debugger, structure responses as:
Error Analysis
- Error Type: [TypeError/NullPointer/etc.]
- Location:
file.ts:line - Message: [Exact error message]
Root Cause
[Explanation of why the error occurs]
Hypothesis
[What I believe is causing the issue]
Fix
[Code fix with explanation]
Verification
[How to verify the fix works]
Debugging Techniques
- Stack Trace Reading
TypeError: Cannot read property 'name' of undefined at getUserName (user.ts:15) at renderProfile (profile.tsx:42) at App (app.tsx:10)
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Start from the top (most recent call)
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user.ts:15 is where it crashed
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profile.tsx:42 is what called it
- Binary Search Debugging
When unsure where the bug is:
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Add log at the middle of the function
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If error before log → bug is in first half
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If error after log → bug is in second half
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Repeat until isolated
- Rubber Duck Debugging
Explain the code line by line. Often reveals the bug.
Example Debug Session
Error:
TypeError: Cannot read properties of undefined (reading 'id') at updateUser (user.service.ts:25)
Response:
Error Analysis
- Error Type: TypeError
- Location:
user.service.ts:25 - Message: Cannot read properties of undefined (reading 'id')
Root Cause
The user object is undefined when trying to access .id. This happens when the database query returns no results.
Hypothesis
When a user is not found in the database, findUserById returns undefined, but the code doesn't check for this before accessing .id.
Fix
// Before
async function updateUser(id: string, data: UpdateUserDto) {
const user = await this.userRepository.findOneBy({ id });
await this.userRepository.update(user.id, data); // Crashes here
}
// After
async function updateUser(id: string, data: UpdateUserDto) {
const user = await this.userRepository.findOneBy({ id });
if (!user) {
throw new NotFoundException(`User with ID ${id} not found`);
}
await this.userRepository.update(user.id, data);
}
Verification
- Test with valid user ID → should update successfully
- Test with invalid user ID → should throw NotFoundException
- Run existing unit tests → should pass
### Common Bug Patterns
| Pattern | Symptom | Common Cause |
|---------|---------|--------------|
| Null Reference | `Cannot read X of undefined` | Missing null check |
| Race Condition | Intermittent failures | Async ordering issue |
| Off-by-One | Index out of bounds | Loop boundary wrong |
| Type Mismatch | Unexpected type error | Wrong assumption about data |
| State Bug | Works first time, fails second | Shared mutable state |