GO Vibe Designing: A New Paradigm of Intent-Driven AI Design

AI is reshaping the design industry, yet most designers are still "drawing" in traditional ways rather than collaborating with AI. In the Agentic era, the design delivery process is shifting from "manual drawing" to "intent capture → generative collaboration → system alignment." Designers must evolve from executors into visionary architects. However, how can one truly master this new paradigm? How can personal experience be transformed into reusable AI capabilities?

This workshop systematically presents the evolutionary path of design delivery processes in the Agentic era. You will experience the complete journey from "intent deconstruction" to "AI generation," then to "Skill optimization" and "delivery packaging." Through real‑world cases in retail FMCG and film/television production, you will not only operate the Vibe Coding design workflow hands‑on, but also learn how to convert your personal design experience into definable, invocable, and continuously optimizable AI Skills. Ultimately, you will complete the role transition from "design executor" to "visionary architect."

Content Outline

1. Paradigm Revolution: The Evolution of Design Delivery in the Agentic Era
1.1 Why traditional design processes are being phased out
1.2 Core concepts of the CloudAI Design System
1.3 The Vibe Coding design workflow panorama: intent capture → generative collaboration → system alignment

2. Intent Construction: The Critical Leap from "Drawing" to "Describing"
2.1 Methods for meticulously deconstructing design goals
2.2 How to craft a high‑quality intent specification document (Intent Spec)
2.3 Hands‑on practice: produce your first structured Intent Spec on site

3. Generative Collaboration: Efficient Human‑AI Collaborative Design in Practice
3.1 Application of AI generation technologies in retail FMCG scenarios (case deconstruction)
3.2 Skill invocation strategies: how to make AI execute your design intent with precision
3.3 Hands‑on practice: generate design drafts using AI tools and record Skill invocation processes

4. Packaging and Evolution: From Personal Experience to a Reusable Skill System
4.1 How to package best practices into standard Skills
4.2 Skill evaluation systems and continuous optimization methods
4.3 Group presentations and best practice sharing: extracting portable skill assets

5. Role Transition: The Action Path to Becoming a Visionary Architect
5.1 Three new competency models for designers in the AI era
5.2 A transition checklist from executor to architect
5.3 Q&A + resource kit (including Intent Spec templates and Skill definition toolkits)

1、Icebreaking and Paradigm Introduction: Introduce the core concepts of the CloudAI Design System, explore the paradigm shifts in design within the Agentic era, and provide a detailed explanation of the operational mechanisms of the Vibe Coding design workflow.
2、Intent Construction in Practice: Through meticulous deconstruction of design goals and articulation of intent, participants will produce a structured Intent Spec.
3、Generative Collaboration in Practice: Using retail FMCG case studies, AI generation technologies, and Skill invocation strategies, achieve human‑AI collaborative design, ultimately producing AI‑generated design drafts and records of Skill invocations.
4、Presentation and Consolidation: Through group presentations and sharing of best practices, distill exemplary cases and methods, enabling participants to benefit from the consolidation of skills.

1、Creative designers and experience designers who wish to master the new paradigm of AI collaboration.
2、Innovation department heads and design managers aiming to lead team transformation.
3、Mid-to-senior level design practitioners seeking to evolve from executors into architects.

1、Master AI‑driven design workflows: Participants will learn how to navigate the entire Vibe Coding process.
2、Optimize the design skill system: Study and apply the definition and evaluation framework of Skills.
3、Gain a deep understanding of AI's role in design: Learn how to leverage AI to free oneself from trivial execution tasks and focus on strategic design thinking.
4、Achieve a leap in role and capability: Evolve from a traditional design executor into a visionary architect with foresight and systems thinking, thereby gaining renewed momentum and perspective in career development.