QE Defect Intelligence
OfficialPredict, analyze, and prevent software defects.
Software Engineering#code quality#root cause analysis#software testing#qa automation#pattern learning#defect prediction
Authorsummarybotng
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the prediction of defect-prone code, learns patterns from historical defects, and performs root cause analysis to proactively improve software quality.
Core Features & Use Cases
- AI-Powered Defect Prediction: Identifies code changes likely to contain defects based on various factors.
- Pattern Learning: Discovers recurring defect patterns from historical data (bugs, commits, tests).
- Root Cause Analysis: Investigates failures using methodologies like 5-whys and fishbone diagrams.
- Use Case: Before merging a pull request, use this Skill to flag high-risk code sections that require additional scrutiny, preventing potential bugs from reaching production.
Quick Start
Use the qe-defect-intelligence skill to predict defects in the code changes from the last 5 commits.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: QE Defect Intelligence Download link: https://github.com/summarybotng/summarybot-ng/archive/main.zip#qe-defect-intelligence Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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