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proffesor-for-testing / agentic-qe-quality-metrics exact

Measure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.

proffesor-for-testing / agentic-qe-consultancy-practices exact

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

proffesor-for-testing / agentic-qe-qe-requirements-validation exact

Requirements traceability, acceptance criteria validation, and BDD scenario management for complete requirements coverage.

proffesor-for-testing / agentic-qe-agentdb-learning-plugins exact

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning...

proffesor-for-testing / agentic-qe-reasoningbank-with-agentdb exact

Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when...

proffesor-for-testing / agentic-qe-v3-ddd-architecture exact

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

proffesor-for-testing / agentic-qe-qe-code-intelligence exact

Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.

proffesor-for-testing / agentic-qe-localization-testing exact

Internationalization (i18n) and localization (l10n) testing for global products including translations, locale formats, RTL languages, and cultural appropriateness. Use when launching in new...

proffesor-for-testing / agentic-qe-iterative-loop exact

Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating...

proffesor-for-testing / agentic-qe-database-testing exact

Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or...

proffesor-for-testing / agentic-qe-qe-coverage-analysis exact

O(log n) sublinear coverage gap detection with risk-weighted analysis and intelligent test prioritization.

proffesor-for-testing / agentic-qe-agentdb-performance-optimization exact

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search...

proffesor-for-testing / agentic-qe-qe-test-generation exact

AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive test coverage.

proffesor-for-testing / agentic-qe-reasoningbank-intelligence exact

Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or...

proffesor-for-testing / agentic-qe-shift-right-testing exact

Testing in production with feature flags, canary deployments, synthetic monitoring, and chaos engineering. Use when implementing production observability or progressive delivery.

proffesor-for-testing / agentic-qe-n8n-integration-testing-patterns exact

API contract testing, authentication flows, rate limit handling, and error scenario coverage for n8n integrations with external services. Use when testing n8n node integrations.

proffesor-for-testing / agentic-qe-qe-defect-intelligence exact

AI-powered defect prediction, pattern learning, and root cause analysis for proactive quality management.

proffesor-for-testing / agentic-qe-brutal-honesty-review exact

Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes...

proffesor-for-testing / agentic-qe-sherlock-review exact

Evidence-based investigative code review using deductive reasoning to determine what actually happened versus what was claimed. Use when verifying implementation claims, investigating bugs,...

proffesor-for-testing / agentic-qe-hooks-automation exact

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory...