Does it cover interactive debugging?

Yes, it covers the built-in pdb module, the enhanced ipdb debugger, and techniques for post-mortem debugging after an exception occurs.

Can I use this for performance optimization?

Absolutely, the skill includes guidance for using cProfile, line_profiler, and memory_profiler to identify and resolve performance bottlenecks.

How does this help with log management?

It outlines best practices for log levels, avoiding sensitive data leaks, and implementing lazy formatting to ensure logs are both useful and efficient.

Does this skill support structured logging?

Yes, it provides detailed implementations for JSON logging and context-aware logs using the python-json-logger library and standard logging filters.

Are there visual profiling tools included?

The skill provides patterns for using py-spy to generate flamegraphs and Rich for beautiful, readable tracebacks in the console.

Observability & Debugging

Name: Observability & Debugging
Author: akaszubski

byakaszubski

•

분석 및 모니터링

Implements advanced logging, interactive debugging, and performance profiling patterns to enhance application visibility and reliability.

The Observability skill is a comprehensive guide for developers looking to instrument their applications for better monitoring and faster troubleshooting. It provides standardized patterns for structured JSON logging, context-aware log management, and interactive debugging using tools like pdb and ipdb. Beyond basic logging, it offers detailed strategies for CPU and memory profiling to identify performance bottlenecks and leaks, ensuring that Claude can assist in creating production-ready, highly maintainable codebases.

주요 기능

01Memory usage tracking and leak detection patterns

022 GitHub stars

03Interactive and post-mortem debugging with pdb and ipdb

04Enhanced stack trace visualization and context logging

05CPU profiling using cProfile and line-by-line analysis

06Structured JSON logging implementation for log aggregators

사용 사례

01Setting up automated debugging environments for uncaught exceptions

02Diagnosing and fixing slow API endpoints using performance profilers

03Instrumenting a new service with production-grade structured logging

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add akaszubski/anyclaude-local observability

For use in Claude.ai and ChatGPT

Download Skill