Design

Designing human–AI responsibility sharing in UX flows

Use AI to help map UX flows and interaction patterns for AI-enabled products, explicitly defining how humans and AI share responsibility across steps.

Why the human is still essential here

A human designer must decide where accountability, control, and oversight belong, and ensure the flow aligns with user needs and ethical constraints.

How people use this

Human–AI handoff flow mapping

AI drafts candidate flow steps and handoff points (what the model does vs what the user confirms), which the designer turns into a final UX flow.

Figma FigJam / Claude

RACI-style responsibility matrix for AI actions

AI helps enumerate key decisions and creates a responsibility matrix (user, model, system, reviewer) to clarify accountability across the journey.

Notion / ChatGPT

Interaction copy for AI disclosures and confirmations

AI proposes microcopy for confidence, uncertainty, and confirmation states so the designer can refine language that supports user control and trust.

Figma / Claude

Community stories (1)

LinkedIn

I built an AI Feature Design Skill using Claude Skills and I honestly didn’t expect it to become this useful.

I built an AI Feature Design Skill using Claude Skills and I honestly didn’t expect it to become this useful.

I wanted a way to design for AI products without starting from scratch every time so I turned my entire AI feature design process into a Claude Skill.

Now Claude basically co-pilots me from the first question “should this even exist?” all the way to a ready-to-present concept deck.


It runs through 6 steps together with me:


🧭 Context & Market Scan: What already exists and where real opportunities are.


🧠 AI Capability Analysis: Which AI capabilities actually make sense for the problem.


🎯 Use Case Expansion: Core scenarios, edge cases, and high-impact moments.


🗺 UX Flow & Interaction Design: How humans and AI share responsibility.


💥 Failure & Trust Simulation: What could break and how to design for trust early.


🚀 MVP Scope + Expert Pack: What to ship first plus a presentation-ready output.


The dynamic is my favorite part: Claude does the research, structuring, and heavy lifting.

I stay responsible for judgment and design decisions.


And honestly, Claude Skills feel like a completely different way of working compared to normal prompting.

I’ve started building more and more of my workflows this way and it keeps surprising me what’s possible.

Want the skill?


Drop a comment and DM me with "AI Skill" I'll send it over.


If you have feedback, please share it with me. This isn’t meant to be a fixed framework everyone has to follow. It’s simply something that works really well for me and my own workflow right now.


And I'd genuinely love to know:

→ Are you building Claude Skills into your workflow?

→ What would you add or change here?

PR
Patricia Reiners✨AI x UX Specialist
Mar 3, 2026