Outskill Bootcamp - October 2026
Outskill
Workshop (Half Day)
Topics covered
1. Prompt Framework
Topics covered
1. Prompt Framework
Day 1 - Agenda
1. Getting started with Generative AI
Onboarding into the Generative AI Bootcamp, Foundations of Generative AI, Gen AI Tools Stack & Large Language Model Exploration
Objective - The objective of this session is to understand how Generative AI models really work & learn the right methods of Prompt Engineering & Context Engineering. We will also explore multiple Gen AI Tools that will boost your productivity. This session will help you get started with using Gen AI tools & frameworks, and sets the base for the entire bootcamp
2. Building Claude Artifacts
Put your prompt engineering skills to practice! You'll create a Web-Based Application on Claude, also called as an Artifact. Objective - Build your first web-based application without writing code, by applying prompt engineering, & refine your project with multiple iterations
A Claude Artifact is a standalone piece of content Claude creates for you, such as a document, design, dashboard, animation, or interactive tool. It opens in a dedicated workspace where you can view it and keep refining it with Claude.
1. Getting started with Generative AI
Onboarding into the Generative AI Bootcamp, Foundations of Generative AI, Gen AI Tools Stack & Large Language Model Exploration
Objective - The objective of this session is to understand how Generative AI models really work & learn the right methods of Prompt Engineering & Context Engineering. We will also explore multiple Gen AI Tools that will boost your productivity. This session will help you get started with using Gen AI tools & frameworks, and sets the base for the entire bootcamp
2. Building Claude Artifacts
Put your prompt engineering skills to practice! You'll create a Web-Based Application on Claude, also called as an Artifact. Objective - Build your first web-based application without writing code, by applying prompt engineering, & refine your project with multiple iterations
A Claude Artifact is a standalone piece of content Claude creates for you, such as a document, design, dashboard, animation, or interactive tool. It opens in a dedicated workspace where you can view it and keep refining it with Claude.
A Claude Skill is a reusable set of instructions and resources that teaches Claude how to perform a particular task consistently. Think of it as a playbook Claude can follow when a relevant request comes up. Claude Help Center
For your UX work, a skill could tell Claude how to:
Review a design against your design system and accessibility standards.
Write a case study using your preferred structure and tone.
Create a project scorecard using your status definitions and reporting format.
A skill contains a core instruction file called SKILL.md, and can include templates, reference material, and scripts. Claude loads the relevant instructions when needed. anthropic.com
The distinction from your previous question: a Skill guides how Claude does the work; an Artifact is something Claude creates.
Day 1 - Workbooks
1. Building Claude Artifacts
2. Building Websites
3. AI Workflows Practice Guide
4. Building Custom GPTs_
5. N8N Workbook
6. Image & Video Creation
>> Word docs located on hard drive
Day 1 - Workbooks
1. Building Claude Artifacts
2. Building Websites
3. AI Workflows Practice Guide
4. Building Custom GPTs_
5. N8N Workbook
6. Image & Video Creation
>> Word docs located on hard drive
Day 2 - Agenda
1. Image and Video Generation
Topic - Prompting and building realistic images and converting images to videos using AI for short-form/long form creative and marketing content.
Objective - The objective of this session is to understand how diffusion models (Image & Video) work. You will be able to use AI to create HD ad films, short form content / videos & a lot more.
2. Product Building with AI
Topic - Enter the world of vibe-coding — building products by describing what you want in natural language. Learn to go from idea to working prototype in hours, not weeks.
Objective - Understand the vibe-coding philosophy and how it changes the way you build, learn to use AI for rapid prototyping, build a functional product from scratch, and confidently ship something real by the end of the session.
3. AI Workflows & Connectors
Topic - Orchestrating multiple AI Tools, Workflows & Connecting applications to LLMs
Objective - Understand what connectors are and why they matter in modern AI systems, learn how to design effective AI workflows for real-world tasks, connect AI models to external tools and data sources, and build automated pipelines that significantly reduce manual effort and save hours of work.
4. Build your first vibe-coded portfolio website
Topic - Put your vibe-coding skills to practice! You will create a personal portfolio website using Lovable/Bolt without writing a single line of code!
Objective - Convert your profile into a personal portfolio website that speaks about your skills & the services that you offer
1. Image and Video Generation
Topic - Prompting and building realistic images and converting images to videos using AI for short-form/long form creative and marketing content.
Objective - The objective of this session is to understand how diffusion models (Image & Video) work. You will be able to use AI to create HD ad films, short form content / videos & a lot more.
2. Product Building with AI
Topic - Enter the world of vibe-coding — building products by describing what you want in natural language. Learn to go from idea to working prototype in hours, not weeks.
Objective - Understand the vibe-coding philosophy and how it changes the way you build, learn to use AI for rapid prototyping, build a functional product from scratch, and confidently ship something real by the end of the session.
3. AI Workflows & Connectors
Topic - Orchestrating multiple AI Tools, Workflows & Connecting applications to LLMs
Objective - Understand what connectors are and why they matter in modern AI systems, learn how to design effective AI workflows for real-world tasks, connect AI models to external tools and data sources, and build automated pipelines that significantly reduce manual effort and save hours of work.
4. Build your first vibe-coded portfolio website
Topic - Put your vibe-coding skills to practice! You will create a personal portfolio website using Lovable/Bolt without writing a single line of code!
Objective - Convert your profile into a personal portfolio website that speaks about your skills & the services that you offer
Day 2 - Agenda
1. Building Custom AI Assistants & AI Agents
Topic - Building fine-tuned AI Assistants, Writing System Prompts, Markdown Down Prompting Structure, no-code RAG systems, Voice Agents, Roadmap to using Gen AI
Objective - The objective of this session is to learn how to write system prompts in the markdown structure to create constrained environments while building AI Assistants & AI Agents. Through this, we will also learn how to build custom AI Bots for specific use-cases. We will also explore voice agents & applications of Gen AI workflows for core day to day use-cases.
Topic - Build autonomous AI agents that can take actions on your behalf.
Objective - Gain a deep understanding of AI agents and their capabilities, master N8N to design and build robust automation workflows, create intelligent agents that can seamlessly interact with multiple services, and develop a fully functional AI agent from scratch that can perform real-world tasks.
1. Building Custom AI Assistants & AI Agents
Topic - Building fine-tuned AI Assistants, Writing System Prompts, Markdown Down Prompting Structure, no-code RAG systems, Voice Agents, Roadmap to using Gen AI
Objective - The objective of this session is to learn how to write system prompts in the markdown structure to create constrained environments while building AI Assistants & AI Agents. Through this, we will also learn how to build custom AI Bots for specific use-cases. We will also explore voice agents & applications of Gen AI workflows for core day to day use-cases.
RAG stands for Retrieval-Augmented Generation. It’s an AI approach that retrieves relevant information from a source—such as your documents, knowledge base, or design guidelines—and uses it to inform the answer.
For example, a UX assistant could retrieve your design system’s accessibility rules before answering a question about a component. That helps ground its response in your team’s guidance.
2. Building AI Agents on N8NTopic - Build autonomous AI agents that can take actions on your behalf.
Objective - Gain a deep understanding of AI agents and their capabilities, master N8N to design and build robust automation workflows, create intelligent agents that can seamlessly interact with multiple services, and develop a fully functional AI agent from scratch that can perform real-world tasks.
n8n is a workflow automation platform that connects apps, data, and AI tools to carry out tasks automatically. You build workflows visually by connecting blocks called nodes, with the option to add code for more complex steps. GitHub
For example, a Design Operations workflow could be:
New design request → AI summarizes and categorizes it → create a Jira ticket → notify the team.
It can also coordinate AI agents and RAG workflows, connecting AI models with documents, databases, and actions in other tools. You can use its cloud service or host it yourself. n8n
In your AI for UX work, think of n8n as the plumbing that connects the tools and runs the process.
Actions Items
How are people using Agents in the UX Design Thinking workflow?