Debug

Overview

This skill helps non-developers systematically debug errors using a structured approach: reproduce, analyze, fix, and verify.

Use this skill when:

• •User reports an error or bug
• •User says "/debug" or "오류가 생겼어요"
• •Code is not working as expected
• •Tests are failing

Output: Fixed code, updated tests, clear explanation of what was wrong

Workflow

Step 1: Load Context

Goal: Understand the project and user's technical level.

Process:

1. •

   Read CLAUDE.md:

   code

   Read: CLAUDE.md
   

2. •

   Extract:

   • •Preferred communication language
   • •Technical background (adjust explanation depth)
   • •Work domain
3. •

   Ask about the error:

   • •Korean: "어떤 오류가 발생했나요? 오류 메시지를 보여주실 수 있나요?"
   • •English: "What error occurred? Can you show me the error message?"

Step 2: Reproduce the Error

Goal: Make the error happen consistently to understand it.

Process:

1. •

   Get the exact command that failed:

   code

   User: python src/report_generator.py 실행했는데 오류가 났어요
   

2. •

   Run the command:

   bash

   python src/report_generator.py
   

3. •

   Capture full error message:

   • •Full traceback (all lines, not just last one)
   • •Error type (AttributeError, KeyError, etc.)
   • •File and line number
   • •What operation was being attempted
4. •

   If error reproduces:

   code

   AI: 같은 오류를 재현했습니다. 원인을 분석하겠습니다.
   

5. •

   If error doesn't reproduce:

   • •Ask about environment differences
   • •Check Python version, packages
   • •Ask for screenshot of error

Step 3: Collect Information

Goal: Gather all context needed to diagnose the problem.

Process:

1. •

   Read the debugging guide:

   code

   Read: references/debugging-guide.md (Step 2: Collect Information)
   

2. •

   Examine error location:

   code

   Read: src/facebook_client.py (around line 45 where error occurred)
   

3. •

   Check for related code:

   • •Read calling function
   • •Read related modules
   • •Check test files
4. •

   Check environment:

   bash

   # Python version
   python --version
   
   # Installed packages
   pip list
   
   # Check .env file (without showing secrets)
   ls .env
   

5. •

   Check logs (if exist):

   bash

   cat logs/app.log | tail -50
   

Step 4: Analyze Root Cause

Goal: Understand WHY the error happened, not just WHERE.

Process:

1. •

   Load common errors reference:

   code

   Read: references/common-errors.md
   

   Find if this is a known error pattern.

2. •

   Examine the error type:

   • •AttributeError on None → Something returned None unexpectedly
   • •KeyError → Dictionary key missing
   • •FileNotFoundError → File path wrong or file doesn't exist
   • •ModuleNotFoundError → Package not installed
   • •TypeError → Wrong type used
   • •ValueError → Invalid value
3. •

   Trace backwards:

   python

   # Error at line 45:
   response = requests.get(url)  # Error: url is None
   
   # Where did url come from? Line 40:
   url = build_url(page_id)  # Returns None if page_id is invalid
   
   # Where did page_id come from? Line 30:
   page_id = config.get('facebook_page')  # Missing from config!
   
   # Root cause: 'facebook_page' not set in config
   

4. •

   Form hypothesis:

   code

   AI: 오류의 근본 원인을 찾았습니다:
       config.yaml에 'facebook_page' 설정이 없어서
       build_url()이 None을 반환했고,
       requests.get(None)이 실행되면서 오류가 발생했습니다.
   

5. •

   Verify hypothesis with user:

   code

   AI: config.yaml 파일을 확인해주실 수 있나요?
       'facebook_page' 항목이 있는지 확인해주세요.
   

Step 5: Implement Fix

Goal: Fix the root cause, not just the symptom.

Process:

1. •Choose fix approach based on root cause:

Approach 1: Fix user's configuration

AI: config.yaml에 이 설정을 추가해주세요:
    ```yaml
    facebook_page: "우리회사"
    ```

Approach 2: Add validation and better error message

def build_url(page_id):
    if not page_id:
        raise ValueError(
            "Facebook page ID not configured. "
            "Add 'facebook_page' to config.yaml"
        )
    return f"https://graph.facebook.com/{page_id}"

Approach 3: Add defensive check

# Before fix
url = build_url(page_id)
response = requests.get(url)

# After fix
url = build_url(page_id)
if not url:
    raise ValueError("Failed to build API URL. Check configuration.")

try:
    response = requests.get(url, timeout=10)
except requests.exceptions.Timeout:
    raise ValueError("API request timed out. Check network connection.")

1. •

   Explain fix to user:

   • •Non-technical: "설정 파일에 페이스북 페이지 이름을 추가하면 됩니다"
   • •Semi-technical: "config.yaml에 facebook_page 설정을 추가하고, 코드에서도 validation을 추가했습니다"
2. •

   Update code:

   code

   Edit: src/facebook_client.py
   

3. •

   Update tests (if TDD):

   python

   # Add test for error case
   def test_build_url_with_empty_page_id():
       with pytest.raises(ValueError, match="Facebook page ID not configured"):
           build_url("")
   

Step 6: Verify Fix

Goal: Confirm the error is actually fixed.

Process:

1. •

   Run the original failing command:

   bash

   python src/report_generator.py
   

   Expected: No error, produces output as intended.

2. •

   Run tests:

   bash

   pytest tests/ -v
   

   Expected: All tests pass.

3. •

   Test edge cases:

   • •What if config file doesn't exist?
   • •What if value is wrong type?
   • •What if network is down?

   Each should give clear error message, not crash mysteriously.

4. •

   Show user the fix worked:

   code

   AI: 수정 완료! ✅
       python src/report_generator.py 실행하면 정상 작동합니다.
   
       [Shows successful output]
   
       수정한 내용:
       1. config.yaml에 facebook_page 설정 추가
       2. 코드에서 설정 누락 시 명확한 오류 메시지 표시
   

Step 7: Document the Issue

Goal: Record the problem and solution for future reference.

Process:

1. •

   Update architecture document:

   code

   Read: docs/architecture/PLN-XXX-implementation.md
   

   Add Known Issues section:

   markdown

   ## Known Issues
   
   ### Configuration Error: Missing facebook_page
   
   **Error**: `ValueError: Facebook page ID not configured`
   
   **Cause**: `facebook_page` not set in config.yaml
   
   **Solution**: Add to config.yaml:
   ```yaml
   facebook_page: "your_page_name"
   

   code

2. •

   Update plan document if needed:

   • •If fix changes behavior
   • •If new requirements discovered
3. •

   Add comment in code if tricky:

   python

   # Note: page_id can be None if config is missing.
   # Validate early to give clear error message.
   if not page_id:
       raise ValueError("Facebook page ID not configured...")
   

Step 8: Prevent Similar Errors

Goal: Make the code more robust to prevent similar issues.

Process:

1. •

   Add validation early:

   python

   # Validate configuration at startup
   def validate_config(config):
       required = ['facebook_page', 'api_key']
       missing = [key for key in required if not config.get(key)]
       if missing:
           raise ValueError(f"Missing required config: {', '.join(missing)}")
   

2. •

   Improve error messages:

   python

   # Bad
   raise ValueError("Invalid page")
   
   # Good
   raise ValueError(
       f"Invalid page ID: '{page_id}'. "
       f"Expected format: alphanumeric string. "
       f"Check 'facebook_page' in config.yaml"
   )
   

3. •

   Add logging:

   python

   import logging
   logger = logging.getLogger(__name__)
   
   logger.info(f"Fetching data for page: {page_id}")
   logger.warning(f"Retry attempt {attempt}/3")
   logger.error(f"Failed to fetch data: {e}")
   

4. •

   Update tests:

   python

   # Add tests for error cases
   def test_missing_config():
       ...
   
   def test_invalid_api_key():
       ...
   
   def test_network_error():
       ...
   

Key Principles

Understand Before Fixing

DON'T: Jump to conclusions or guess

AI: 아마도 API 키가 문제인 것 같아요 (guessing)

DO: Investigate systematically

AI: 오류 메시지를 보니 URL이 None입니다.
    build_url() 함수를 확인해보겠습니다.
    [Reads code]
    page_id가 None이네요. config 파일을 확인해주시겠어요?

Fix Root Cause, Not Symptom

Bad fix (hides the problem):

try:
    response = requests.get(url)
except Exception:
    return {}  # Silently return empty dict

Good fix (addresses root cause):

if not url:
    raise ValueError("URL is None. Check config.yaml")

response = requests.get(url, timeout=10)
if response.status_code != 200:
    raise ValueError(f"API error: HTTP {response.status_code}")

Clear Communication

Adapt to user's technical level (from CLAUDE.md):

Non-technical:

AI: 설정 파일에 페이스북 페이지 이름이 빠져있어요.
    config.yaml 파일을 열어서 이 줄을 추가해주세요:
    facebook_page: "우리회사"

Semi-technical:

AI: config.yaml에 'facebook_page' 키가 없어서
    build_url() 함수가 None을 반환했습니다.
    validation을 추가해서 명확한 오류 메시지가 나오도록 수정했습니다.

Test the Fix

Always verify:

1. •Run the original failing command → Should work
2. •Run tests → Should all pass
3. •Try edge cases → Should give clear errors

Don't just assume it's fixed. Actually test it.

Troubleshooting

Can't Reproduce Error

Symptom: User has error but you can't reproduce it.

Solution:

1. •Ask for exact error message (screenshot)
2. •Ask for exact command they ran
3. •Check environment differences:
   • •Python version
   • •Installed packages (pip list)
   • •OS (macOS vs Windows vs Linux)
   • •Working directory
4. •Ask user to run with verbose logging:
   bash

   python src/report_generator.py --verbose
   

Fix Breaks Something Else

Symptom: Fixed one error but created another.

Solution:

1. •Run full test suite: pytest tests/ -v
2. •Check what broke
3. •Either:
   • •Fix the new issue
   • •Or revert and find different solution

Error is in External Library

Symptom: Error occurs inside a library (requests, openpyxl, etc.).

Solution:

1. •Check library version: pip show requests
2. •Check library documentation for changes
3. •Try updating library: pip install --upgrade requests
4. •Search GitHub issues for the library
5. •Add workaround in your code if needed

User Doesn't Understand Fix

Symptom: User says "I don't understand what to do".

Solution:

1. •Break down into smaller steps
2. •Show exact commands to run
3. •Provide screenshots or examples
4. •Offer to do it together step-by-step

Example:

AI: 3가지 단계로 수정하겠습니다:

    1단계: config.yaml 파일 열기
    → 파일 탐색기에서 프로젝트 폴더 열기
    → config.yaml 더블클릭

    2단계: 이 줄 추가하기
    → 파일 맨 아래에 다음 줄 추가:
      facebook_page: "우리회사"
    → 저장 (Ctrl+S)

    3단계: 다시 실행해보기
    → 터미널에서: python src/report_generator.py

    이해되셨나요? 각 단계별로 진행하면서 막히는 부분 있으면 말씀해주세요.

Resources

references/

• •debugging-guide.md - Systematic debugging methodology (reproduce → collect → analyze → fix → verify)
• •common-errors.md - Quick reference for frequent Python errors (FileNotFoundError, TypeError, KeyError, etc.) with solutions

Example Session

User: /debug

AI: [Loads CLAUDE.md]

AI: 어떤 오류가 발생했나요? 오류 메시지를 보여주실 수 있나요?

User: python src/report_generator.py 실행하니까 이런 오류가 났어요:
      AttributeError: 'NoneType' object has no attribute 'get'

AI: [Reproduces error]

    같은 오류를 재현했습니다.

    [Reads error traceback]

    오류가 facebook_client.py 45번 줄에서 발생했네요.
    해당 코드를 확인하겠습니다.

    [Reads code]

    원인을 찾았습니다:
    - config.yaml에 'facebook_page' 설정이 없음
    - build_url()이 None을 반환
    - requests.get(None)에서 오류 발생

    config.yaml 파일에 페이스북 페이지 이름이 설정되어 있나요?

User: 아 없는 것 같아요

AI: 그럼 config.yaml에 이 설정을 추가해주세요:

    ```yaml
    facebook_page: "우리회사"
    ```

    그리고 코드도 수정해서, 다음에 이런 설정이 빠지면
    명확한 오류 메시지가 나오도록 하겠습니다.

    [Updates code with validation]

    수정 완료! ✅

    이제 python src/report_generator.py를 실행해보세요.
    정상 작동할 거예요.

User: 오 됐어요!

AI: 좋습니다! 수정한 내용:
    1. config.yaml에 facebook_page 추가
    2. 코드에서 설정 누락 시 명확한 오류 메시지 표시
    3. 테스트 추가해서 다음에는 이런 문제 조기 발견

    docs/architecture/에 이슈를 기록해뒀습니다.