mugsun
UserSpec-driven development for Claude Code — turns vague feature requests into research, requirements, design, tasks, then executes them autonomously.
Categories
Indexed Skills (41)
bmad-advanced-elicitation
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.
bmad-agent-analyst
Strategic business analyst and requirements expert. Use when the user asks to talk to Mary or requests the business analyst.
bmad-agent-architect
System architect and technical design leader. Use when the user asks to talk to Winston or requests the architect.
bmad-agent-dev
Senior software engineer for story execution and code implementation. Use when the user asks to talk to Amelia or requests the developer agent.
bmad-agent-pm
Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.
bmad-agent-tech-writer
Technical documentation specialist and knowledge curator. Use when the user asks to talk to Paige or requests the tech writer.
bmad-agent-ux-designer
UX designer and UI specialist. Use when the user asks to talk to Sally or requests the UX designer.
bmad-check-implementation-readiness
Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".
bmad-checkpoint-preview
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".
bmad-code-review
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"
bmad-correct-course
Manage significant changes during sprint execution. Use when the user says "correct course" or "propose sprint change"
bmad-create-architecture
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"
bmad-create-epics-and-stories
Break requirements into epics and user stories. Use when the user says "create the epics and stories list"
bmad-create-prd
Create a PRD from scratch. Use when the user says "lets create a product requirements document" or "I want to create a new PRD"
bmad-create-story
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]"
bmad-create-ux-design
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"
bmad-customize
Authors and updates customization overrides for installed BMad skills. Use when the user says 'customize bmad', 'override a skill', 'change agent behavior', or 'customize a workflow'.
bmad-dev-story
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"
bmad-distillator
Lossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.
bmad-document-project
Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"
bmad-domain-research
Conduct domain and industry research. Use when the user says wants to do domain research for a topic or industry
bmad-edit-prd
Edit an existing PRD. Use when the user says "edit this PRD".
bmad-editorial-review-prose
Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose
bmad-editorial-review-structure
Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure
bmad-generate-project-context
Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context"
bmad-help
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.
bmad-market-research
Conduct market research on competition and customers. Use when the user says they need market research
bmad-party-mode
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.
bmad-prfaq
Working Backwards PRFAQ challenge to forge product concepts. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.
bmad-product-brief
Create or update product briefs through guided or autonomous discovery. Use when the user requests to create or update a Product Brief.
bmad-qa-generate-e2e-tests
Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]"
bmad-quick-dev
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.
bmad-retrospective
Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"
bmad-review-edge-case-hunter
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.
bmad-shard-doc
Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document
bmad-sprint-planning
Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"
bmad-sprint-status
Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"
bmad-technical-research
Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report
bmad-validate-prd
Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"
bmad-index-docs
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
bmad-review-adversarial-general
Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.