Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI).…
External research and synthesis. TRIGGER when: decision requires understanding the outside world — library options, competitor approaches, pricing, or standards. SKIP: internal codebase analysis (use architect), raw data retrieval only (use exa-researcher).
Pre-task analysis and architecture design. TRIGGER for all tasks, without exception — mandatory gate before any sub-agent is spawned. Main Agent provides raw task description and codebase context; architect determines task boundaries and returns decomposition. SKIP: implementation, external technology research …
Implements bounded delivery slices with clear acceptance criteria. TRIGGER when: (1) task has explicit files-to-modify and definition of done, (2) slice is single-role with no architectural uncertainty, (3) the mandatory architect decomposition gate has already been cleared for this task. SKIP: strategic decisions…
Production-grade UI implementation with high design quality. TRIGGER when: (1) building web components, pages, or dashboards, (2) styling or beautifying any web UI, (3) design brief is provided or inferable. SKIP: backend logic, data layer, tasks needing no UI output. Dashboards/web-UI overlap: frontend-design…
Validates completed slices against acceptance criteria. TRIGGER when: (1) developer marks a slice devdone or readyforqa, (2) runtime or manual verification is required. SKIP: artifact-only or unit-only tasks (validator run / test suite serves as QA), tasks still inprogress.
Performs security audits on code slices. TRIGGER when: requiressecurityreview is true, or task adds/modifies external inputs, auth flows, or third-party integrations. SKIP: internal refactors with no new attack surface — reports only, does not fix code.
Creates and updates user-facing project documentation. TRIGGER when: (1) task produces README, Getting Started guide, API reference, CHANGELOG, or tutorial, (2) external users need to understand the project. SKIP: internal process docs, BACKLOG/TASKSTATUS templates, code changes.
Reviews interfaces and document structures for scan order, hierarchy, and clarity. TRIGGER when: (1) requiresux is true, (2) panel hierarchy or operator surface needs review. SKIP: implementation, strategic decisions — observes and recommends only, does not edit files. Dashboards/web-UI overlap: ux reviews only (no…
Orchestrate Claude Code sub-agents across long-running, single- or multi-repo projects. Artifact-first state, task lifecycle, cross-repo dependencies and QA gates that survive every session - not buried in chat history.
Load current Mavericks operating state. Use at the start of any session or after context is lost. Injects live initiative, stage, active slices, and next action. If ONBOARDING.md is present at the repo root (freshly bootstrapped project), its contents are output first and the file is deleted. If HANDOFF.md is present…
Run the MavP validator to check artifact sync between BACKLOG.md and TASKSTATUS.md. Use after any backlog changes or to confirm healthy state before starting new work.