
Create or update product briefs through guided or autonomous discovery. Use when the user requests to 'create a product brief', 'help me create a project brief', or 'update my product brief'.
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"
Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"
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"
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.
Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure
Manage significant changes during sprint execution. Use when the user says "correct course" or "propose sprint change"
Conduct domain and industry research. Use when the user says "lets create a research report on [domain or industry]"
Create product brief through collaborative discovery. Use when the user says "lets create a product brief" or "help me create a project brief"
Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".
Conduct technical research on technologies and architecture. Use when the user says "create a technical research report on [topic]".
Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
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"
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"
Analyzes current state and user query to answer BMad questions or recommend the next workflow or agent. Use when user says what should I do next, what do I do now, or asks a question about BMad
Create a PRD from scratch. Use when the user says "lets create a product requirements document" or "I want to create a new PRD"
Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"
Craft compelling narratives using story frameworks. Use when the user says "help me with storytelling" or "I want to create a narrative through storytelling"
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"
Review code changes adversarially using parallel review layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) with structured triage into actionable categories. Use when the user says "run code review" or "review this code"
Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".
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"
Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context"
Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods. Use when the user says help me brainstorm or help me ideate.
Orchestrates group discussions between all installed BMAD agents, enabling natural multi-agent conversations. Use when user requests party mode.
Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something
Break requirements into epics and user stories. Use when the user says "create the epics and stories list"
Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"
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]"
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
Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose
Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]"
Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"
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"
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.
Builds, edit or validate Agent Skill through conversational discovery. Use when the user requests to "Create an Agent", "Optimize an Agent" or "Edit an Agent".
Elite brainstorming specialist for facilitated ideation sessions. Use when the user asks to talk to Carson or requests the Brainstorming Specialist.
Master problem solver for systematic problem-solving methodologies. Use when the user asks to talk to Dr. Quinn or requests the Master Problem Solver.
Design thinking maestro for human-centered design processes. Use when the user asks to talk to Maya or requests the Design Thinking Maestro.
Disruptive innovation oracle for business model innovation and strategic disruption. Use when the user asks to talk to Victor or requests the Disruptive Innovation Oracle.
Visual communication and presentation expert for slide decks, pitch decks, and visual storytelling. Use when the user asks to talk to Caravaggio or requests the Presentation Expert.
Teach testing progressively through structured sessions. Use when user says "lets learn testing" or "I want to study test practices"
Builds workflows and skills through conversational discovery and validates existing ones. Use when the user requests to "build a workflow", "modify a workflow", "quality check workflow", or "optimize skill".
Lossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.
Push the LLM to reconsider, refine, and improve its recent output.
Master storyteller for compelling narratives using proven frameworks. Use when the user asks to talk to Sophia or requests the Master Storyteller.
Master Test Architect and Quality Advisor. Use when the user asks to talk to Murat or requests the Test Architect.
Sets up BMad Builder module in a project. Use when the user requests to 'install bmb module', 'configure bmad builder', or 'setup bmad builder'.
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]"
Edit an existing PRD. Use when the user says "edit this PRD".