Does it support performance tracking?

Yes, the pattern includes specific templates for adding 'Duration' to success logs and 'Count' checkpoints to track data flow and identify potential bottlenecks.

Can I use this with any programming language?

Absolutely. The skill provides language-agnostic patterns and templates that can be implemented in Python, JavaScript, Go, Java, or any other language with a logging library.

What is the action-oriented logging pattern?

It is a three-phase template system consisting of 'Preparing to {action}' for Debug, 'Successfully {past-tense}' for Info, and 'Failed to {action}' for Error levels to create a readable narrative.

How does this skill improve system observability?

By enforcing structured parameters (Key: Value) instead of string interpolation, it ensures that logs are easily searchable and groupable in tools like ELK, Datadog, or CloudWatch.

Structured Logging Pattern

Name: Structured Logging Pattern
Author: cameronsjo

bycameronsjo

0•

分析与监控

Generates human-readable, action-oriented log messages with structured parameters to improve system observability and debugging.

The Structured Logging Pattern skill implements a standardized philosophy that transforms logs into a coherent narrative thread. By enforcing a consistent 'Preparing/Successfully/Failed' pattern, it ensures that every system operation is documented with appropriate log levels and searchable context. This approach eliminates vague logs and string interpolation in favor of structured parameters, making it significantly easier for developers to trace data flow, monitor performance via duration checkpoints, and debug complex production issues at 2 AM.

主要功能

01Action-oriented message templates for Before, Success, and Failure phases

02Best practice guidelines for guard clauses and batch progress reporting

030 GitHub stars

04Standardized log level mapping from Trace to Critical

05Performance monitoring with timing durations and count checkpoints

06Structured parameter formatting for improved searchability and grouping

使用场景

01Implementing searchable telemetry for complex data processing pipelines

02Standardizing logging patterns across a distributed microservices architecture

03Upgrading legacy codebases with consistent and professional logging standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cameronsjo/dev-toolkit logging

For use in Claude.ai and ChatGPT