regression-learning
CommunityLearn from past regressions.
Software Engineering#code analysis#root cause analysis#regression testing#learning system#predictive maintenance#test prioritization
Authorjmagly
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps improve regression detection over time by learning from past failures, identifying risky code patterns, and prioritizing tests effectively.
Core Features & Use Cases
- Pattern Recognition: Analyzes historical regression data to identify recurring error patterns and code hotspots.
- Test Prioritization: Ranks tests based on their likelihood of detecting regressions, optimizing execution order.
- Root Cause Memory: Stores and links past root cause analyses to build a knowledge base for faster debugging.
- Predictive Analysis: Predicts the probability of regressions for new code changes and suggests preventive actions.
- Use Case: After a code change, ask "What tests should I run?" to get a prioritized list of tests, saving time and ensuring critical areas are covered.
Quick Start
Analyze regression patterns to identify recurring issues and hotspots.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: regression-learning Download link: https://github.com/jmagly/aiwg/archive/main.zip#regression-learning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.