What methodologies does the Bug-Diagnose skill support?

It supports a variety of industry-standard frameworks including the 5Whys for linear problems, Fishbone diagrams for multi-factor issues, MECE for exhaustive categorization, and KT Analysis for deviation-based problems.

What is included in the final diagnosis report?

The report includes a detailed problem description, the specific analysis methods used, evidence-backed root cause hypotheses, and a final conclusion with a confidence rating (High/Medium/Low).

Can this skill help with intermittent or random bugs?

Yes, it is specifically designed for complex scenarios. It uses difference analysis and structured data gathering to identify patterns in environment, timing, or specific conditions that trigger 'random' bugs.

Does this skill require any external software dependencies?

No, it functions as a logic and guidance layer within Claude. It is most effective when you provide it with access to your logs, error messages, and relevant code segments for analysis.

Systematic Bug Diagnoser

Name: Systematic Bug Diagnoser
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

セキュリティとテスト

Guides developers through a structured framework to identify, analyze, and verify the root causes of software defects and system anomalies.

The Bug-Diagnose skill provides a systematic approach to troubleshooting complex software issues, moving beyond trial-and-error to find definitive root causes. It facilitates comprehensive problem statement gathering and offers a suite of industry-standard analysis methodologies including the 5 Whys, Fishbone diagrams, MECE principles, and KT analysis. By integrating code inspection and log verification, the skill helps developers validate hypotheses with evidence and generates professional diagnostic reports to streamline the path toward an effective fix.

主な機能

01Difference analysis to compare expected behavior versus actual state and previous fix attempts.

020 GitHub stars

03Support for multiple analysis frameworks like 5Whys, Fishbone (Ishikawa), and MECE.

04Evidence-based hypothesis verification using code snippets, logs, and monitoring data.

05Structured problem statement guidance covering environment, impact, and reproduction steps.

06Automated generation of detailed diagnosis reports with confidence level assessments.

ユースケース

01Post-mortem analysis for production incidents to ensure the core issue is understood before patching.

02Root cause analysis for intermittent 'Heisenbugs' that are difficult to reproduce consistently.

03Systematic investigation of performance regressions or logic errors in complex, multi-layered applications.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/openclaw bug-diagnose

For use in Claude.ai and ChatGPT

主な機能

01Difference analysis to compare expected behavior versus actual state and previous fix attempts.

020 GitHub stars

03Support for multiple analysis frameworks like 5Whys, Fishbone (Ishikawa), and MECE.

04Evidence-based hypothesis verification using code snippets, logs, and monitoring data.

05Structured problem statement guidance covering environment, impact, and reproduction steps.

06Automated generation of detailed diagnosis reports with confidence level assessments.

ユースケース

01Post-mortem analysis for production incidents to ensure the core issue is understood before patching.

02Root cause analysis for intermittent 'Heisenbugs' that are difficult to reproduce consistently.

03Systematic investigation of performance regressions or logic errors in complex, multi-layered applications.