AI-powered defect prediction, pattern learning, and root cause analysis for proactive quality management.
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate...
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
Comprehensive quality gates, metrics analysis, and deployment readiness assessment for continuous quality assurance.
Requirements traceability, acceptance criteria validation, and BDD scenario management for complete requirements coverage.
Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.
AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for...
Visual regression testing, responsive design validation, and WCAG accessibility compliance testing.
Measure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or...
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous...
Apply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code,...
Strategic regression testing with test selection, impact analysis, and continuous regression management. Use when...
Focus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test...
Evidence-based investigative code review using deductive reasoning to determine what actually happened versus what...
Testing in production with feature flags, canary deployments, synthetic monitoring, and chaos engineering. Use when...
Apply Edward de Bono's Six Thinking Hats methodology to software testing for comprehensive quality analysis. Use...
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory...
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with...
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent...
Apply London (mock-based) and Chicago (state-based) TDD schools. Use when practicing test-driven development or...
Write clear, engaging technical content from real experience. Use when writing blog posts, documentation, tutorials,...
Strategic test data generation, management, and privacy compliance. Use when creating test data, handling PII,...