proffesor-for-testing
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- ▌ Mutation Testing 2 · proffesor-for-testing bundleTest quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs.
- ▌ Risk Based Testing 2 · proffesor-for-testing bundleFocus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating testing resources, or making coverage decisions.
- ▌ Tdd London Chicago 2 · proffesor-for-testing bundleApply London (mock-based) and Chicago (state-based) TDD schools. Use when practicing test-driven development or choosing testing style for your context.
- ▌ Quality Metrics 2 · proffesor-for-testingMeasure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.
- ▌ Qe Debug Loop · proffesor-for-testingHypothesis-driven autonomous debugging with real command validation
- ▌ Qe Six Thinking Hats · proffesor-for-testingApply Edward de Bono's Six Thinking Hats methodology to software testing for comprehensive quality analysis. Use when designing test strategies, conducting test retrospectives, analyzing test failures, evaluating testing approaches, or facilitating testing discussions. Each hat provides a distinct testing perspective: facts (White), risks (Black), benefits (Yellow), creativity (Green), emotions (Red), and process (Blue).
- ▌ Qe Technical Writing · proffesor-for-testingWrite clear, engaging technical content from real experience. Use when writing blog posts, documentation, tutorials, or technical articles.
- ▌ Qe Shift Right Testing · proffesor-for-testingTesting in production with feature flags, canary deployments, synthetic monitoring, and chaos engineering. Use when implementing production observability or progressive delivery.
- ▌ Qe Test Idea Rewriting · proffesor-for-testingTransform passive 'Verify X' test descriptions into active, observable test actions. Use when test ideas lack specificity, use vague language, or fail quality validation. Converts to action-verb format for clearer, more testable descriptions.
- ▌ Qe N8n Security Testing · proffesor-for-testingCredential exposure detection, OAuth flow validation, API key management testing, and data sanitization verification for n8n workflows. Use when validating n8n workflow security.
- ▌ Qe Refactoring Patterns · proffesor-for-testingApply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.
- ▌ Qe Holistic Testing Pact · proffesor-for-testingApply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Use when designing comprehensive test strategies for Classical, AI-assisted, Agent based, or Agentic Systems building quality into the team, or implementing whole-team quality practices.
- ▌ Qe N8n Expression Testing · proffesor-for-testingn8n expression syntax validation, context-aware testing, common pitfalls detection, and performance optimization. Use when validating n8n expressions and data transformations.
- ▌ Qe Test Reporting Analytics · proffesor-for-testingAdvanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.
- ▌ Qe Cicd Pipeline Qe Orchestrator · proffesor-for-testingOrchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.
- ▌ Qe N8n Trigger Testing Strategies · proffesor-for-testingWebhook testing, schedule validation, event-driven triggers, and polling mechanism testing for n8n workflows. Use when testing how workflows are triggered.
- ▌ Qe N8n Integration Testing Patterns · proffesor-for-testingAPI contract testing, authentication flows, rate limit handling, and error scenario coverage for n8n integrations with external services. Use when testing n8n node integrations.
- ▌ Qe N8n Workflow Testing Fundamentals · proffesor-for-testingComprehensive n8n workflow testing including execution lifecycle, node connection patterns, data flow validation, and error handling strategies. Use when testing n8n workflow automation applications.
- ▌ Qe Test Execution 3 · proffesor-for-testing bundleOrchestrates test suite execution with parallel sharding, intelligent retry, and real-time reporting across Jest, Vitest, and Playwright. Use when running test suites, optimizing execution time, handling flaky tests, configuring CI test pipelines, or analyzing test run results.
- ▌ Qe Test Generation 3 · proffesor-for-testing bundleGenerates durable-first tests — invariants, contracts, and property-based tests at boundaries that survive a reimplementation — plus unit, integration, and e2e coverage. Use when creating tests for new or changed code, filling coverage gaps, or migrating test suites between Jest, Vitest, and Playwright.
- ▌ Qe Chaos Resilience 3 · proffesor-for-testing bundleInjects controlled faults (network partition, latency, process kill, disk pressure) into distributed systems and validates recovery behavior. Use when testing circuit breakers, failover paths, retry logic, or building confidence in system resilience through chaos engineering.
- ▌ Qe Coverage Analysis 3 · proffesor-for-testing bundleAnalyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Use when analyzing coverage reports, identifying coverage gaps, comparing coverage between branches, or prioritizing which untested code to cover first.
- ▌ Qe Quality Assessment 3 · proffesor-for-testing bundleEvaluates code quality through complexity analysis, lint results, code smell detection, and test health metrics. Use when assessing deployment readiness, configuring quality gates, scoring a codebase for release, or generating quality reports with pass/fail verdicts.
- ▌ Chaos Engineering Resilience · proffesor-for-testing bundleChaos engineering principles, controlled failure injection, resilience testing, and system recovery validation. Use when testing distributed systems, building confidence in fault tolerance, or validating disaster recovery.
- ▌ Qcsd Cicd Swarm 2 · proffesor-for-testing bundleUse when enforcing CI/CD quality gates before release, running regression analysis, detecting flaky tests, or assessing deployment readiness in the QCSD Verification phase.
- ▌ Qe Iterative Loop 2 · proffesor-for-testing bundleRuns autonomous red-green-refactor loops to fix failing tests, reach coverage targets, and satisfy quality gates. Use when tests need to pass, coverage thresholds must be met, quality gates require compliance, or flaky tests need stabilization.
- ▌ Qe Test Execution 2 · proffesor-for-testing bundleOrchestrates test suite execution with parallel sharding, intelligent retry, and real-time reporting across Jest, Vitest, and Playwright. Use when running test suites, optimizing execution time, handling flaky tests, configuring CI test pipelines, or analyzing test run results.
- ▌ Qe Test Generation 2 · proffesor-for-testing bundleGenerates durable-first tests — invariants, contracts, and property-based tests at boundaries that survive a reimplementation — plus unit, integration, and e2e coverage. Use when creating tests for new or changed code, filling coverage gaps, or migrating test suites between Jest, Vitest, and Playwright.
- ▌ Qcsd Ideation Swarm 2 · proffesor-for-testing bundleUse when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Ideation phase.
- ▌ Qe Chaos Resilience 2 · proffesor-for-testing bundleInjects controlled faults (network partition, latency, process kill, disk pressure) into distributed systems and validates recovery behavior. Use when testing circuit breakers, failover paths, retry logic, or building confidence in system resilience through chaos engineering.
- ▌ Qe Code Intelligence 2 · proffesor-for-testing bundleBuilds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases. Use when understanding unfamiliar code, tracing call chains, analyzing import dependencies, or reducing context window usage through targeted retrieval.
- ▌ Qe Coverage Analysis 2 · proffesor-for-testing bundleAnalyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Use when analyzing coverage reports, identifying coverage gaps, comparing coverage between branches, or prioritizing which untested code to cover first.
- ▌ Qcsd Refinement Swarm 2 · proffesor-for-testing bundleUse when running Sprint Refinement sessions with SFDIPOT product factors, generating BDD scenarios, or validating requirements in the QCSD Refinement phase.
- ▌ Qe Quality Assessment 2 · proffesor-for-testing bundleEvaluates code quality through complexity analysis, lint results, code smell detection, and test health metrics. Use when assessing deployment readiness, configuring quality gates, scoring a codebase for release, or generating quality reports with pass/fail verdicts.
- ▌ Qcsd Development Swarm 2 · proffesor-for-testing bundleUse when monitoring in-sprint code quality with TDD adherence checks, complexity analysis, coverage gap detection, or defect prediction in the QCSD Development phase.
- ▌ Qe Defect Intelligence 2 · proffesor-for-testing bundlePredicts defect-prone code using change frequency, complexity metrics, and historical bug patterns. Use when predicting defects before they escape, analyzing root causes of test failures, learning from past defect patterns, or implementing proactive quality management.
- ▌ Qe Visual Accessibility 2 · proffesor-for-testing bundleCaptures and compares screenshots across viewports, runs axe-core accessibility scans, and detects visual regressions with pixel-diff analysis. Use when detecting UI regressions, validating responsive layouts, testing WCAG compliance, or ensuring visual consistency after CSS or component changes.
- ▌ Qe Learning Optimization 2 · proffesor-for-testing bundleOptimizes QE agent performance through transfer learning, hyperparameter tuning, and pattern distillation across test domains. Use when improving agent accuracy, applying learned patterns to new projects, tuning quality thresholds, or implementing continuous improvement loops for AI-powered testing.
- ▌ Qe Requirements Validation 2 · proffesor-for-testing bundleValidates acceptance criteria for testability, traces requirements to test cases, and generates BDD scenarios from user stories. Use when validating acceptance criteria, building requirements traceability matrices, managing Gherkin scenarios, or ensuring complete requirements coverage before development.
- ▌ No Skip · proffesor-for-testing bundleUse when you want to prevent .skip(), .only(), xit(), and xdescribe() from being committed to test files. Activate with /no-skip for session-scoped test skip prevention.
- ▌ Release · proffesor-for-testingEnd-to-end npm release workflow with verification gates and hardcoded-version protection
- ▌ Qe Court · proffesor-for-testing bundleAdversarial review court — a delivery (diff, PR, test suite, or artifact) is prosecuted by independent AI reviewers from different vendors, each with its own probe set, then a SHIP verdict must SURVIVE escalating deeper reviewers before it stands. Use when you want more than one reviewer's opinion on whether something is safe to ship: pre-merge gating, release go/no-go, catching a too-easy PASS, or any 'is this actually done?' decision where a shallow approval is a risk. Produces a signed court record with a three-valued verdict (SHIP / REMAND / BLOCK) and a human as final judge. Learns over time: reproduced charges and overturned SHIPs feed the QE flywheel.
- ▌ Qe Release · proffesor-for-testingEnd-to-end npm release workflow with verification gates and hardcoded-version protection
- ▌ A11Y Ally · proffesor-for-testing bundleUse when running comprehensive WCAG accessibility audits with axe-core + pa11y + Lighthouse, generating context-aware remediation, or testing video accessibility. Supports 3-tier browser cascade with graceful degradation.
- ▌ Pr Review · proffesor-for-testingUse when reviewing a GitHub PR for quality, scope correctness, trust tier compliance, or generating user-friendly review feedback.
- ▌ Aqe Ruflo · proffesor-for-testingAdd optional Ruflo development-time orchestration to an Agentic QE workflow. Use when a task benefits from coordinated swarms, persistent cross-session memory, routing, or Ruflo hooks. Do not use for a one-shot edit, and never add Ruflo to shipped AQE runtime dependencies.
- ▌ Debug Loop · proffesor-for-testingUse when debugging a failing test or runtime error with hypothesis-driven investigation, autonomous command validation, and systematic root cause elimination.
- ▌ Qe Browser · proffesor-for-testing bundleBrowser automation for QE agents using Vibium (WebDriver BiDi) with assertions, batch execution, visual diff, prompt-injection scanning, and semantic intents. Use when any QE skill needs to drive a real browser — visual testing, accessibility audits, E2E flow verification, pentest validation, or exploratory testing.
- ▌ Strict Tdd · proffesor-for-testing bundleUse when enforcing TDD discipline — blocks writing production code unless a failing test exists first. Activate with /strict-tdd to enable session-scoped Red-Green-Refactor guardrail.
- ▌ Qe A11Y Ally · proffesor-for-testingComprehensive WCAG accessibility auditing with multi-tool testing (axe-core + pa11y + Lighthouse), TRUE PARALLEL execution with Promise.allSettled, graceful degradation, retry with backoff, context-aware remediation, learning integration, and video accessibility. Uses 3-tier browser cascade: Vibium → agent-browser → Playwright+Stealth.
- ▌ Qe Pr Review · proffesor-for-testingScope-aware GitHub PR review with user-friendly tone and trust tier validation
- ▌ Skill Stats · proffesor-for-testingUse when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness. Shows usage patterns and recommendations.
- ▌ Freeze Tests · proffesor-for-testing bundleUse when refactoring production code and you want to ensure test files are not modified. Activate with /freeze-tests to block all edits to test files for safe refactoring.
- ▌ Xp Practices · proffesor-for-testingApply XP practices including pair programming, ensemble programming, continuous integration, and sustainable pace. Use when implementing agile development practices, improving team collaboration, or adopting technical excellence practices.
- ▌ Aqe Research · proffesor-for-testing bundleConduct evidence-first technical research for Agentic QE, Ruflo, related ruvnet projects, or external tools. Use when Codex must investigate a repository, compare current upstream changes, trace dependencies and history, distinguish verified facts from inference, or synthesize findings into actionable engineering recommendations. Do not use for a simple known-answer lookup or an implementation-only task.
- ▌ Aqe Plan Work · proffesor-for-testing bundleBuild dependency-aware execution plans for complex Agentic QE, Ruflo, integration, migration, or multi-stream engineering programs. Use when Codex must turn research or requirements into phased work, select a small AQE fleet, map critical paths and parallel streams, define acceptance gates, or sequence risky changes. Use aqe-plan-quality instead when the primary output is only a test or quality plan.
- ▌ Qcsd Cicd Swarm · proffesor-for-testingQCSD Verification phase swarm for CI/CD pipeline quality gates using regression analysis, flaky test detection, quality gate enforcement, and deployment readiness assessment. Consumes Development outputs (SHIP/CONDITIONAL/HOLD decisions, quality metrics) and produces signals for Production monitoring.
- ▌ Qe Stream Chain · proffesor-for-testingStream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
- ▌ Qe Xp Practices · proffesor-for-testingApply XP practices including pair programming, ensemble programming, continuous integration, and sustainable pace. Use when implementing agile development practices, improving team collaboration, or adopting technical excellence practices.
- ▌ Coverage Guard · proffesor-for-testing bundleUse when you want to prevent coverage regressions during development. Activate with /coverage-guard to warn when coverage drops below threshold after code changes.
- ▌ Mobile Testing · proffesor-for-testing bundleComprehensive mobile testing for iOS and Android platforms including gestures, sensors, permissions, device fragmentation, and performance. Use when testing native apps, hybrid apps, or mobile web, ensuring quality across 1000+ device variants.
- ▌ Security Watch · proffesor-for-testing bundleUse when working on security-sensitive code to catch secrets, eval(), innerHTML, and other dangerous patterns before they're written. Activate with /security-watch for real-time security scanning.
- ▌ Iterative Loop · proffesor-for-testingRuns continuous AI iteration loops that repeat build-test-fix cycles until success criteria are met. Use when building features requiring test-driven refinement, implementing tasks with clear pass/fail criteria, or automating iterative improvement workflows.
- ▌ Qe Skill Builder · proffesor-for-testingCreate new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
- ▌ Quality Metrics · proffesor-for-testing bundleTracks quality metrics including defect density, test effectiveness ratio, DORA metrics, and mean time to detection. Use when establishing quality dashboards, defining KPIs, evaluating test suite effectiveness, or reporting quality trends to stakeholders.
- ▌ Sherlock Review · proffesor-for-testing bundleEvidence-based investigative code review using deductive reasoning to determine what actually happened versus what was claimed. Use when verifying implementation claims, investigating bugs, validating fixes, or conducting root cause analysis. Elementary approach to finding truth through systematic observation.
- ▌ Aqe Test Change · proffesor-for-testing bundleDesign, implement, and run durable tests for Agentic QE code changes. Use when adding tests, reproducing a defect, filling a coverage gap, selecting affected Vitest suites, checking CLI/MCP parity, or verifying a fix in this repository. Do not use for a read-only quality review with no requested edits.
- ▌ Qe Iterative Loop · proffesor-for-testingQuality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates require compliance, or flaky tests need stabilization. Integrates with AQE v3 fleet agents for coordinated quality iteration.
- ▌ Qe Mobile Testing · proffesor-for-testingComprehensive mobile testing for iOS and Android platforms including gestures, sensors, permissions, device fragmentation, and performance. Use when testing native apps, hybrid apps, or mobile web, ensuring quality across 1000+ device variants.
- ▌ Qe Test Execution · proffesor-for-testingParallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.
- ▌ Contract Testing · proffesor-for-testing bundleConsumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing. Use when testing API contracts or coordinating distributed teams.
- ▌ Database Testing · proffesor-for-testing bundleDatabase schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
- ▌ Mutation Testing · proffesor-for-testing bundleTest quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs.
- ▌ Security Testing · proffesor-for-testing bundleScans for security vulnerabilities including XSS, SQL injection, CSRF, and auth flaws using OWASP Top 10 methodology. Use when conducting SAST/DAST scans, auditing authentication flows, testing authorization rules, or implementing security test automation.
- ▌ Aqe Plan Quality · proffesor-for-testing bundleCreate risk-based quality and test plans for Agentic QE changes. Use when scoping a feature, translating requirements into verification work, selecting QE specialties, assessing testability, or deciding which `.claude/agents/v3/qe-*.md` capabilities should inform a task. Do not use merely to execute an already-defined test command.
- ▌ Qe Agentic Jujutsu · proffesor-for-testingQuantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
- ▌ Qe Quality Metrics · proffesor-for-testingMeasure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.
- ▌ Qe Sherlock Review · proffesor-for-testingEvidence-based investigative code review using deductive reasoning to determine what actually happened versus what was claimed. Use when verifying implementation claims, investigating bugs, validating fixes, or conducting root cause analysis. Elementary approach to finding truth through systematic observation.
- ▌ Qe Test Generation · proffesor-for-testingAI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive test coverage.
- ▌ E2e Flow Verifier · proffesor-for-testingUse when verifying complete user flows end-to-end with the qe-browser skill (Vibium), recording session evidence, and asserting state at each step. For product verification with real browser automation.
- ▌ Six Thinking Hats · proffesor-for-testing bundleApply Edward de Bono's Six Thinking Hats methodology to software testing for comprehensive quality analysis. Use when designing test strategies, conducting test retrospectives, analyzing test failures, evaluating testing approaches, or facilitating testing discussions. Each hat provides a distinct testing perspective: facts (White), risks (Black), benefits (Yellow), creativity (Green), emotions (Red), and process (Blue).
- ▌ Technical Writing · proffesor-for-testing bundleWrite clear, engaging technical content from real experience. Use when writing blog posts, documentation, tutorials, or technical articles.
- ▌ Qcsd Ideation Swarm · proffesor-for-testingQCSD Ideation phase swarm for Quality Criteria sessions using HTSM v6.3, Risk Storming, and Testability analysis before development begins. Uses 5-tier browser cascade: Vibium → agent-browser → Playwright+Stealth → WebFetch → WebSearch-fallback.
- ▌ Qe Chaos Resilience · proffesor-for-testingChaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
- ▌ Qe Contract Testing · proffesor-for-testingConsumer-driven contract testing for APIs including REST, GraphQL, and event-driven systems with schema validation.
- ▌ Qe Database Testing · proffesor-for-testingDatabase schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
- ▌ Qe Mutation Testing · proffesor-for-testingTest quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate. Use when evaluating test quality, identifying weak tests, or proving tests actually catch bugs.
- ▌ Qe Pair Programming · proffesor-for-testingAI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
- ▌ Qe Security Testing · proffesor-for-testingTest for security vulnerabilities using OWASP principles. Use when conducting security audits, testing auth, or implementing security practices.
- ▌ Compliance Testing · proffesor-for-testing bundleRegulatory compliance testing for GDPR, CCPA, HIPAA, SOC2, PCI-DSS and industry-specific regulations. Use when ensuring legal compliance, preparing for audits, or handling sensitive data.
- ▌ Pentest Validation · proffesor-for-testing bundleUse when validating security findings from SAST/DAST scans, proving exploitability of reported vulnerabilities, eliminating false positives, or running the 4-phase pentest pipeline (recon, analysis, validation, report).
- ▌ Regression Testing · proffesor-for-testing bundleStrategic regression testing with test selection, impact analysis, and continuous regression management. Use when verifying fixes don't break existing functionality, planning regression suites, or optimizing test execution for faster feedback.
- ▌ Risk Based Testing · proffesor-for-testing bundleFocus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating testing resources, or making coverage decisions.
- ▌ Shift Left Testing · proffesor-for-testing bundleMove testing activities earlier in the development lifecycle to catch defects when they're cheapest to fix. Use when implementing TDD, CI/CD, or early quality practices.
- ▌ Tdd London Chicago · proffesor-for-testing bundleApply London (mock-based) and Chicago (state-based) TDD schools. Use when practicing test-driven development or choosing testing style for your context.
- ▌ Aqe Review Quality · proffesor-for-testing bundleReview Agentic QE changes and issue an evidence-backed quality verdict. Use for code review, regression-risk assessment, release readiness, quality-gate evaluation, security/performance/testability review, or checking whether a change has sufficient verification. Do not use when the user primarily asks to implement a feature.
- ▌ Qe Code Intelligence · proffesor-for-testingKnowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.
- ▌ Qe Coverage Analysis · proffesor-for-testingO(log n) sublinear coverage gap detection with risk-weighted analysis and intelligent test prioritization.
- ▌ Qe Github Multi Repo · proffesor-for-testingMulti-repository coordination, synchronization, and architecture management with AI swarm orchestration
- ▌ Qe Sparc Methodology · proffesor-for-testingSPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration