OpenSpace python-debug-pattern
Debug Python script execution failures by capturing full output with exit codes and verifying working directory before file operations
install
source · Clone the upstream repo
git clone https://github.com/HKUDS/OpenSpace
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/HKUDS/OpenSpace "$T" && mkdir -p ~/.claude/skills && cp -r "$T/gdpval_bench/skills/python-debug-pattern" ~/.claude/skills/hkuds-openspace-python-debug-pattern && rm -rf "$T"
manifest:
gdpval_bench/skills/python-debug-pattern/SKILL.mdsource content
Python Debug Pattern
This skill provides a reusable pattern for debugging Python script execution failures. It ensures you capture actual tracebacks instead of opaque errors and verify the working directory before file operations.
Core Technique
1. Execute Python Scripts with Full Error Capture
When running Python scripts, always use this command pattern to surface actual tracebacks:
python3 script.py 2>&1 ; echo Exit code: $?
Why this works:
redirects stderr to stdout, capturing both regular output and errors2>&1
displays the actual exit code after execution; echo Exit code: $?- This reveals the full Python traceback instead of opaque failure messages
Examples:
# Good: Full error capture python3 process_data.py 2>&1 ; echo Exit code: $? # Bad: Opaque error (no stderr capture, no exit code) python3 process_data.py
2. Verify Working Directory Before File Operations
Before any file read/write operations in Python, verify the current working directory:
import os # At script start, log the working directory print(f"Working directory: {os.getcwd()}") # For file operations, use absolute paths or log the resolved path file_path = "output/result.csv" abs_path = os.path.abspath(file_path) print(f"Writing to: {abs_path}")
Why this works:
- Many failures occur because scripts run from unexpected directories
- Logging the working directory immediately surfaces path-related issues
- Absolute paths prevent ambiguity in file operations
Full example script structure:
#!/usr/bin/env python3 import os import sys def main(): # Debug: verify working directory print(f"Working directory: {os.getcwd()}", file=sys.stderr) # Debug: list directory contents if dealing with files print(f"Directory contents: {os.listdir('.')}", file=sys.stderr) # Your actual logic here # ... if __name__ == "__main__": main()
When to Apply This Pattern
- Python script fails with an opaque error message
- File operations (read/write) fail unexpectedly
- Script works locally but fails in automated execution
- Debugging CI/CD pipeline failures
- Investigating "file not found" or permission errors
Quick Checklist
- Run script with
pattern2>&1 ; echo Exit code: $? - Add
logging at script startos.getcwd() - Use
for file pathsos.path.abspath() - Log directory contents with
if relevantos.listdir('.') - Check for missing dependencies (capture full traceback)
Common Failure Modes This Pattern Surfaces
| Symptom | Without Pattern | With Pattern |
|---|---|---|
| File not found | "Error: failed" | Full traceback showing exact path attempted |
| Permission denied | Script exits silently | stderr shows permission error |
| Missing module | Opaque exit | ImportError with module name |
| Wrong directory | Confusing path errors | cwd logged, reveals directory mismatch |