
Craft compelling narratives using story frameworks. Use when the user says "help me with storytelling" or "I want to create a narrative through storytelling"
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"
Push the LLM to reconsider refine and improve its recent output.
Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods. Use when the user says help me brainstorm or help me ideate.
Perform adversarial code review finding specific issues. Use when the user says "run code review" or "review this code"
Manage significant changes during sprint execution. Use when the user says "correct course" or "propose sprint change"
Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"
Create product brief through collaborative discovery. Use when the user says "lets create a product brief" or "help me create a project brief"
Creates a dedicated story file with all the context the agent will need to implement it later. Use when the user says "create the next story" or "create story [story identifier]"
Plan UX patterns and design specifications. Use when the user says "lets create UX design" or "create UX specifications" or "help me plan the UX"
Execute story implementation following a context filled story spec file. Use when the user says "dev this story [story file]" or "implement the next story in the sprint plan"
Conduct domain and industry research. Use when the user says "lets create a research report on [domain or industry]"
Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure
Edit an existing PRD. Use when the user says "edit this PRD".
Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context"
Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations. Use when user requests party mode.
Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]"
Implement a Quick Tech Spec for small changes or features. Use when the user provides a quick tech spec and says "implement this quick spec" or "proceed with implementation of [quick tech spec]"
Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project's existing architecture, patterns and conventions. Use when the user wants to build, fix, tweak, refactor, add or modify any code, component or feature.
Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"
Conduct technical research on technologies and architecture. Use when the user says "create a technical research report on [topic]".
Expand test automation coverage for codebase. Use when user says "lets expand test coverage" or "I want to automate tests"
Teach testing progressively through structured sessions. Use when user says "lets learn testing" or "I want to study test practices"
Apply systematic problem-solving methodologies to complex challenges. Use when the user says "guide me through structured problem solving" or "I want to crack this challenge with guided problem solving techniques"
Generate failing acceptance tests using TDD cycle. Use when the user says "lets write acceptance tests" or "I want to do ATDD"
Guide human-centered design processes using empathy-driven methodologies. Use when the user says "lets run design thinking" or "I want to apply design thinking"
Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".
Break requirements into epics and user stories. Use when the user says "create the epics and stories list"
Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"
Analyzes what is done and the users query and offers advice on what to do next. Use if user says what should I do next or what do I do now
Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose
Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something
Walk every branching path and boundary condition in content, report only unhandled edge cases. Orthogonal to adversarial review - method-driven not attitude-driven.
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"
Identify disruption opportunities and architect business model innovation. Use when the user says "lets create an innovation strategy" or "I want to find disruption opportunities"
Very quick process to create implementation-ready quick specs for small changes or features. Use when the user says "create a quick spec" or "generate a quick tech spec"
Create architecture solution design decisions for AI agent consistency. Use when the user says "lets create architecture" or "create technical architecture" or "create a solution design"
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
Create system-level or epic-level test plans. Use when the user says "lets design test plan" or "I want to create test strategy"
Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document