Strategic business analyst and requirements expert. Use when the user asks to talk to Mary or requests the business analyst.

Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.

Builds, converts, and analyzes workflows and skills. Use when the user requests to "build a workflow", "modify a workflow", "quality check workflow", "analyze skill", or "convert a skill".

Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"

Generate traceability matrix and quality gate decision. Use when the user says "lets create traceability matrix" or "I want to analyze test coverage"

Review test quality using best practices validation. Use when user says "lets review tests" or "I want to evaluate test quality"

Create system-level or epic-level test plans. Use when the user says "lets design test plan" or "I want to create test strategy"

Assess NFRs like performance security and reliability. Use when the user says "lets assess NFRs" or "I want to evaluate non-functional requirements"

Initialize test framework with Playwright or Cypress. Use when the user says "lets setup test framework" or "I want to initialize testing framework"

Scaffold CI/CD quality pipeline with test execution. Use when the user says "lets setup CI pipeline" or "I want to create quality gates"

Expand test automation coverage for codebase. Use when user says "lets expand test coverage" or "I want to automate tests"

Generate red-phase acceptance test scaffolds using the TDD cycle. Use when the user says "lets write acceptance tests" or "I want to do ATDD"

Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report

Teach testing progressively through structured sessions. Use when user says "lets learn testing" or "I want to study test practices"

Master Test Architect and Quality Advisor. Use when the user asks to talk to Murat or requests the Test Architect.

Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"

Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"

Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document

Walk every branching path and boundary condition in content, report only unhandled edge cases. Orthogonal to adversarial review - method-driven not attitude-driven. Use when you need exhaustive edge-case analysis of code, specs, or diffs.

Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something