Latest Agent Skills

Trigger: standard work, deming first, feedback loop checks, decision rights, delegation check. Scope: Engineering operating models, team governance, task feedback loops. Boundary: Excludes direct code implementation or design templates.

Trigger: PM, product tasks, project planning, backlog priority, user stories, ticket scoping. Scope: Product management, task priorities, requirements scoping. Boundary: Excludes writing raw code or designing page layouts.

Use when task matches design-system-rules design guidance for IA, usability, responsiveness, systems, motion, and visual QA.

Trigger: design review, visual audit, layout inspection, QA checks, screenshot analysis. Scope: Performing design system compliance audits and interface QA. Boundary: Excludes functional unit testing or database indexing.

Trigger: CRO, conversion optimization, checkout friction, user dropoff audit, funnel dropoff. Scope: Diagnosing and auditing checkout and landing page conversion bottlenecks. Boundary: Excludes direct code edits, styling modifications, or analytics database setup.

Trigger: shopping cart, checkout conversion, checkout flow, payment trust, pricing layout. Scope: Commerce UX optimization, trust badges, checkout pathways. Boundary: Excludes payment gateway API integrations or backend authentication.

Use when task matches aesthetic-science aesthetic guidance for visual systems, style selection, and interface quality.

Trigger: chrome-devtools, browser automation, headless browser, web scraping, inspect element, chrome debugger, inspect page, network request, console logs. Scope: Interact with and automate headless Chrome via Chrome DevTools Protocol (CDP) for testing, debugging, and scraping. Boundary: Do not use for macOS native desktop GUI automation (use peekaboo instead).

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Design, implement, audit, and plan interface animation and motion systems. Use for animation reviews, motion audits, easing and duration decisions, gesture physics, transform origins, reduced-motion behavior, animation performance, SvelteKit or Motion integration, perceptual feel checks, or self-contained animation improvement plans.

Trigger: a11y, accessibility, ARIA, screen reader, contrast, keyboard, tap targets, focus. Scope: Audit web interface accessibility compliance (WCAG AA). Boundary: Do not use for general backend logic or CSS styling aesthetics.

Use when task matches aesthetic-rules aesthetic guidance for visual systems, style selection, and interface quality.

Build, audit, debug, and migrate websites for durable organic discovery and reliable use by search engines, LLMs, and browser agents. Use for SEO audits or implementation; new sites, routes, templates, CMSs, catalogs, or content programs; crawling, rendering, indexing, robots, canonicals, redirects, sitemaps, hreflang, structured data, metadata, links, faceted navigation, JavaScript SEO, Core Web Vitals, or migrations; keyword, intent, architecture, content, local, media, or authority work; traffic, ranking, CTR, or indexation losses; AEO, GEO, AI Overviews, AI Mode, ChatGPT search, crawler controls, agent-readable pages, Markdown representations, `Accept: text/markdown` content negotiation, `llms.txt`, WebMCP, or agent interaction design. Trigger whenever code or architecture can materially affect public discoverability or machine usability, even if the user does not say SEO. Do not use for paid-search management alone.

Provides principles and tactical rules for multi-agent collaboration, task scoping, and file race prevention in swarm execution.

Trigger: project task list, task decomposition, phase planning, master orchestration, delivery governance. Scope: Project sequencing, task checklist creation, operating governance. Boundary: Excludes tactical code debugging.

Trigger: PRD, product requirements, spec, problem framing, project scoping, roadmap. Scope: Creating and updating product requirement documents and framing problem scopes. Boundary: Excludes code implementation, design mocks, or CI/CD config.

Trigger: macOS UI, screen recording, simulator UI, desktop app click, capture screen, system dialog, macOS clipboard, menu bar, drag drop. Scope: Automate macOS GUI applications, drive input events, list windows/spaces, and capture visual state via Peekaboo CLI. Boundary: Excludes pure browser-level automation (use chrome-devtools instead) or headless server tasks.

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}'.

Master problem solver for systematic problem-solving methodologies. Use when the user asks to talk to Dr. Quinn or requests the Master Problem Solver.

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.

Design thinking maestro for human-centered design processes. Use when the user asks to talk to Maya or requests the Design Thinking Maestro.

Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".

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.

Elite brainstorming specialist for facilitated ideation sessions. Use when the user asks to talk to Carson or requests the Brainstorming Specialist.

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

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

Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context"

Break requirements into epics and user stories. Use when the user says "create the epics and stories list"

Review a code change for changed behavior that could regress without reliable verification catching it. Use when checking whether a change is adequately verified.

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.

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"

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]"

Master storyteller for compelling narratives using proven frameworks. Use when the user asks to talk to Sophia or requests the Master Storyteller.

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.

DEPRECATED — consolidated into bmad-architecture create intent - this skill will be removed in v7 in favor of `bmad-architecture`.

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"

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"

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

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".

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

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

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

Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"

Craft compelling narratives using story frameworks. Use when the user says "help me with storytelling" or "I want to create a narrative through storytelling"

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

Conduct market research on competition and customers. Use when the user says they need market research

Conduct domain and industry research. Use when the user says wants to do domain research for a topic or industry

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

Generate typed SDK bindings (Pydantic v2 models, TypeScript types) from the Bloodbank JSON Schema tree at `bloodbank/schemas/bloodbank/v1/**` (Draft 2020-12). Uses `datamodel-code-generator` and `json-schema-to-typescript` — NOT the deprecated hand-rolled Holyfields generators. Use when generating event-contract bindings for a Bloodbank consumer, importing typed CloudEvents envelopes into another project, or scaffolding a `bloodbank-contracts` SDK package. Trigger keywords — "bloodbank SDK", "bloodbank contracts", "Pydantic from bloodbank schemas", "TypeScript types for bloodbank events", "bloodbank.v1.* types", "event contract bindings", "datamodel-code-generator", "json-schema-to-typescript", "regenerate SDK", "CloudEvents bindings". Do NOT use for schema authoring (edit `bloodbank/schemas/` directly per `docs/event-naming.md` §12), runtime envelope validation (use `BLOODBANK_HOOK_VALIDATE=1`), schema-tree consistency (`mise run smoketest:schemas`), or generic JSON Schema codegen unrelated to Bloodbank.

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'.

Manage significant changes during sprint execution. Use when the user says "correct course" or "propose sprint change"

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

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"

Create, update, or validate a product brief. Use when the user wants help producing, editing, or validating a brief.

Facilitate a brainstorming session using diverse creative techniques. Use when the user says 'help me brainstorm' or 'help me ideate'.

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".

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

DEPRECATED — consolidated into bmad-prd validate intent - this skill will be removed in v7 in favor of `bmad-prd`.

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]"