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

Analyzes current state and user query to answer BMad questions or recommend the next skill(s) to use. Use when user asks for help, bmad help, what to do next, or what to start with in BMad.

Working Backwards PRFAQ challenge to forge product concepts. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.

Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.

Senior software engineer for story execution and code implementation. Use when the user asks to talk to Amelia or requests the developer agent.

Sets up BMad Builder module in a project. Use when the user requests to 'install bmb module', 'configure BMad Builder', or 'setup BMad Builder'.

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

Generates or updates an index.md to reference all docs in the folder. Use if user requests to create or update an index of all files in a specific folder

Orchestrates group discussions between installed BMAD agents, enabling natural multi-agent conversations where each agent is a real subagent with independent thinking. Use when user requests party mode, wants multiple agent perspectives, group discussion, roundtable, or multi-agent conversation about their project.

Lossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.

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

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

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

Builds, edits or analyzes Agent Skills through conversational discovery. Use when the user requests to "Create an Agent", "Analyze an Agent" or "Edit an Agent".

Create or update product briefs through guided or autonomous discovery. Use when the user requests to create or update a Product Brief.

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"

Plans, creates, and validates BMad modules. Use when the user requests to 'ideate module', 'plan a module', 'create module', 'build a module', or 'validate module'.

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

System architect and technical design leader. Use when the user asks to talk to Winston or requests the architect.

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

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".

Technical documentation specialist and knowledge curator. Use when the user asks to talk to Paige or requests the tech writer.

UX designer and UI specialist. Use when the user asks to talk to Sally or requests the UX designer.

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

LLM-assisted human-in-the-loop review. Make sense of a change, focus attention where it matters, test. Use when the user says "checkpoint", "human review", or "walk me through this change".

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

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.

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

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

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose

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.

Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure

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

Sets up {module-name} module in a project. Use when the user requests to 'install {module-code} module', 'configure {module-name}', or 'setup {module-name}'.