error-handling-patterns
Master cross-language error handling patterns, including exceptions, Result types, error propagation, and graceful degradation, to build resilient applications. This skill is essential when implementing new features, designing robust APIs, or actively working to improve overall application reliability. It ensures stable system operation, minimizes downtime, and provides excellent debugging experiences for developers, enhancing overall software quality and maintainability.
npx skills add https://github.com/wshobson/agents --skill error-handling-patternsBefore / After Comparison
1 组Lack of a unified error handling strategy led to frequent unhandled exceptions in production, making troubleshooting time-consuming and root cause identification difficult, severely impacting user experience and system reliability. Mean Time To Recovery (MTTR) averaged 60 minutes.
By adopting standardized error handling patterns, the system gracefully handles various exceptions, significantly reducing production incidents. Clear error logs and improved debugging efficiency shorten the Mean Time To Recovery (MTTR) to 10 minutes.
Error Handling Patterns
Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences.
When to Use This Skill
- Implementing error handling in new features
- Designing error-resilient APIs
- Debugging production issues
- Improving application reliability
- Creating better error messages for users and developers
- Implementing retry and circuit breaker patterns
- Handling async/concurrent errors
- Building fault-tolerant distributed systems
Core Concepts
1. Error Handling Philosophies
Exceptions vs Result Types:
- Exceptions: Traditional try-catch, disrupts control flow
- Result Types: Explicit success/failure, functional approach
- Error Codes: C-style, requires discipline
- Option/Maybe Types: For nullable values
When to Use Each:
- Exceptions: Unexpected errors, exceptional conditions
- Result Types: Expected errors, validation failures
- Panics/Crashes: Unrecoverable errors, programming bugs
2. Error Categories
Recoverable Errors:
- Network timeouts
- Missing files
- Invalid user input
- API rate limits
Unrecoverable Errors:
- Out of memory
- Stack overflow
- Programming bugs (null pointer, etc.)
Detailed patterns and worked examples
Detailed pattern documentation lives in references/details.md. Read that file when the navigation tier above is insufficient.
Best Practices
- Fail Fast: Validate input early, fail quickly
- Preserve Context: Include stack traces, metadata, timestamps
- Meaningful Messages: Explain what happened and how to fix it
- Log Appropriately: Error = log, expected failure = don't spam logs
- Handle at Right Level: Catch where you can meaningfully handle
- Clean Up Resources: Use try-finally, context managers, defer
- Don't Swallow Errors: Log or re-throw, don't silently ignore
- Type-Safe Errors: Use typed errors when possible
# Good error handling example
def process_order(order_id: str) -> Order:
"""Process order with comprehensive error handling."""
try:
# Validate input
if not order_id:
raise ValidationError("Order ID is required")
# Fetch order
order = db.get_order(order_id)
if not order:
raise NotFoundError("Order", order_id)
# Process payment
try:
payment_result = payment_service.charge(order.total)
except PaymentServiceError as e:
# Log and wrap external service error
logger.error(f"Payment failed for order {order_id}: {e}")
raise ExternalServiceError(
f"Payment processing failed",
service="payment_service",
details={"order_id": order_id, "amount": order.total}
) from e
# Update order
order.status = "completed"
order.payment_id = payment_result.id
db.save(order)
return order
except ApplicationError:
# Re-raise known application errors
raise
except Exception as e:
# Log unexpected errors
logger.exception(f"Unexpected error processing order {order_id}")
raise ApplicationError(
"Order processing failed",
code="INTERNAL_ERROR"
) from e
Common Pitfalls
- Catching Too Broadly:
except Exceptionhides bugs - Empty Catch Blocks: Silently swallowing errors
- Logging and Re-throwing: Creates duplicate log entries
- Not Cleaning Up: Forgetting to close files, connections
- Poor Error Messages: "Error occurred" is not helpful
- Returning Error Codes: Use exceptions or Result types
- Ignoring Async Errors: Unhandled promise rejections
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