Does it support mobile development environments?

Yes, it includes specialized configurations for the iOS Simulator, Android Emulator, and physical mobile devices via a LAN-accessible debug server.

How does this skill differ from standard console logging?

This skill uses a structured hypothesis-based framework to target specific logic paths, provides a dedicated log server for real-time monitoring, and includes automated cleanup tools to remove instrumentation when finished.

What is hypothesis-driven debugging?

It is a scientific approach where Claude generates 5-7 potential causes for a bug, assigns them likelihood scores, and then adds targeted logs specifically to prove or disprove each theory.

Will the instrumentation code mess up my project?

Instrumentation is added within clearly marked region blocks. The skill includes a cleanup phase that uses automated commands to safely remove all injected code once debugging is complete.

Runtime Debugging & Trace Logs

Name: Runtime Debugging & Trace Logs
Author: originalix

byoriginalix

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分析与监控

Automates hypothesis-driven debugging by instrumenting code with real-time trace logs to isolate complex runtime issues.

The Runtime Debugging skill transforms Claude into a sophisticated diagnostic agent inspired by advanced IDE debug modes. It follows a systematic workflow to solve hard-to-reproduce bugs by generating multiple hypotheses and testing them through strategic, single-line code instrumentation. By starting a dedicated debug server, it captures real-time logs from browsers, simulators, or physical devices, allowing for precise evidence-based elimination of potential failure points before proposing and verifying a final fix.

主要功能

01Strategic single-line instrumentation to minimize code noise

02Real-time log tracing server with JSONL support

031 GitHub stars

04Automated cleanup tools to remove all instrumentation blocks

05Hypothesis-driven diagnostic framework for systematic troubleshooting

06Support for Web, iOS Simulator, Android Emulator, and physical devices

使用场景

01Tracing execution flow through complex asynchronous API calls

02Debugging intermittent race conditions in frontend state management

03Troubleshooting environment-specific bugs on mobile devices and simulators

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add originalix/runtime-debugging skills

For use in Claude.ai and ChatGPT

Download Skill