aditya-ariosity

ai-product-design

Design, specify, map, evaluate, or improve an AI assistant, LLM feature, copilot, chatbot, agent, recommendation, generation, or automation workflow. Define capability boundaries, user control, recovery, trust, evidence, uncertainty, permissions, and evaluation. Trigger on "design this AI feature", "build an AI feature", "chatbot design", "improve this copilot", "AI automation", or "plan this agent workflow". Do not use for model training or prompt-only writing.

case-study-writer

Write, restructure, edit, or strengthen UX/UI portfolio case studies, portfolio pieces, project stories, and interview narratives from supplied product-design evidence. Extract proof, clarify individual and team ownership, connect decisions to outcomes, plan visuals, and handle confidential results. Trigger on "write my UX case study", "improve this portfolio project", "create a portfolio piece", "review my design portfolio", "prepare an interview case study", or "structure this design story". Do not invent research, metrics, quotes, outcomes, or a linear process.

Web & Frontend Listed

dashboard-redesign

Redesign a dashboard, KPI view, operational console, or analytical workspace around real decisions and data meaning. Trigger on "redesign this dashboard", "redesign this report", "clean up this analytics view", "improve these KPIs", or "fix this reporting view". Use ux-ui-audit for diagnosis without redesign and design-system-review for library-wide component issues. Do not invent metrics or thresholds.

Web & Frontend Listed

design-system-review

Audit, diagnose, score, and recommend fixes for a design system, design tokens, token architecture, component library, Figma library, Storybook, or design-ops model. Evaluate product-wide consistency, accessibility, adoption, and governance. Trigger on "audit our design system", "review these components", "assess token drift", "review our design tokens", or "improve design ops". Use ux-ui-audit for a product screen or flow. Do not create a visual brand from scratch.

handoff-to-dev

Specify, map, document, validate, and package an approved UX/UI design or prototype into build-ready behavior, component, responsive, state, accessibility, analytics, QA, and acceptance contracts. Trigger on "prepare developer handoff", "hand off to engineering", "create implementation specs", "spec this design", "document component behavior", or "write acceptance criteria". Do not use while the product model is still being redesigned or invent backend contracts.

Web & Frontend Listed

ux-ui-audit

Audit or critique an existing digital product artifact or flow and return evidence-backed, severity-calibrated findings. Trigger on "audit this", "critique this screen", "review this flow", "usability review", "heuristic evaluation", or "find UX issues" when inspectable evidence is available. Use dashboard-redesign for dashboard redesigns and design-system-review for system-wide library reviews. Do not use for greenfield design.

product-design

Experimental end-to-end product-design orchestrator that frames project context, retrieves research, models experience flows, defines visual direction, creates artifacts, and validates rendered outcomes. Use only when explicitly asked for "end-to-end product design", "design this feature end-to-end", "redesign this flow", "build an experience from this brief", or "create a product experience". Use the stable specialist skills for isolated audits, dashboards, AI features, design systems, handoff, or case studies.