Agent skill

UX Design Thinking

by asgard-ai-platform in asgard-ai-platform/skills

Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems.

MITAuto-check passedFrontend & Design

Install UX Design Thinking

skills CLI
$ npx skills add asgard-ai-platform/skills --skill ux-design-thinking -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install asgard-ai-platform/skills ux-design-thinking --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ux-design-thinking .claude/skills/ux-design-thinking && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ux-design-thinking
GitHub stars
242
Token cost
~1.2k tokens
SKILL.md length
430 words
Files
3 (incl. references)
Skills in repo
207
Repo updated
First seen
Licence
MIT

At a glance

Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems.

  • The user needs to solve an ambiguous problem
  • SKILL.md covers Overview, Framework, Output Format and Examples, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Redesign a user experience

What it does

UX Design Thinking is an agent skill from asgard-ai-platform/skills. Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems. Use this skill when the user needs to solve an ambiguous problem, redesign a user experience, facilitate an innovation workshop, or develop a new product concept from scratch — even if they say 'we don't know what to build', 'how do we innovate', or 'the users aren't happy but we're not sure why'.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `examples/sample_scenario.md` and `references/dt-exercises.md`).

It sits in Frontend & Design, covering UX design. The repository describes itself as: 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas packaged as Claude Agent Skills for the Asgard AI Platform. The licence is MIT.

When your agent uses it

  • The user needs to solve an ambiguous problem
  • Redesign a user experience
  • Facilitate an innovation workshop
  • Develop a new product concept from scratch — even if they say we dont know what to build

Example prompts

  • “we don”
  • “how do we innovate”
  • “the users aren”
  • “/ux-design-thinking”

What it can do on your machine

Read from SKILL.md and the folder at commit 4e7f4f8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

UX Design Thinking loads about 1.2k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 108 tokens; SKILL.md has 430 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from asgard-ai-platform/skills at commit 4e7f4f8, republished under its MIT licence (© asgard-ai-platform). 430 words, ~1,153 tokens.

Download SKILL.mdSave it as .claude/skills/ux-design-thinking/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
ux-design-thinking
description
Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems. Use this skill when the user needs to solve an ambiguous problem, redesign a user experience, facilitate an innovation workshop, or develop a new product concept from scratch — even if they say 'we don't know what to build', 'how do we innovate', or 'the users aren't happy but we're not sure why'.
metadata.category
WP-21 設計/資訊/傳播/公衛
metadata.tags
design, design-thinking, innovation, ux

Design Thinking

Overview

Design Thinking is a human-centered approach to innovation that integrates user needs, technological feasibility, and business viability. Its five stages are iterative, not linear — expect to loop back as understanding deepens.

Framework

IRON LAW: Empathize BEFORE Define, Define BEFORE Ideate

Jumping to solutions (Ideate) without understanding the problem (Define)
wastes effort solving the wrong problem. Defining the problem without
empathizing with users produces internally-focused problem statements.

The sequence matters: understand the human first, then frame the problem,
then generate solutions.
The Five Stages

1. Empathize — Understand the user's world

  • Observe, interview, immerse in the user's context
  • Goal: understand needs, pain points, and motivations (not just what they say, but what they do and feel)

2. Define — Frame the right problem

  • Synthesize empathy findings into a Point of View (POV) statement: [User] needs to [need] because [insight]
  • A well-defined problem is half-solved. Reframe if needed.

3. Ideate — Generate many solutions

  • Diverge: quantity over quality. Defer judgment.
  • Techniques: brainstorming, How Might We questions, SCAMPER, worst possible idea
  • Then converge: vote, cluster, select 2-3 concepts to prototype

4. Prototype — Make ideas tangible

  • Build quick, cheap, disposable prototypes to learn
  • Fidelity should match the question: paper sketches for flow, clickable mocks for interaction, code for technical feasibility
  • Goal: test assumptions, not impress stakeholders

5. Test — Learn from real users

  • Put the prototype in front of real users
  • Observe behavior, don't just ask opinions
  • What worked? What failed? What surprised you?
  • Loop back to Empathize or Define if core assumptions were wrong

Output Format

markdown
# Design Thinking Sprint: {Challenge}

## Empathize
- User: {who}
- Key insights from research: ...
- Surprises: ...

## Define
- POV: [User] needs to [need] because [insight]
- How Might We: {3-5 HMW questions}

## Ideate
- Ideas generated: {count}
- Top 3 concepts: ...

## Prototype
- Prototype type: {paper / digital / physical}
- What it tests: {specific assumption}

## Test
- User feedback: ...
- Validated: {what was confirmed}
- Invalidated: {what was wrong}
- Next iteration: {what to change}

Examples

Correct Application

Scenario: Redesigning hospital waiting room experience

  • Empathize: Observed patients for 3 days. Key insight: anxiety peaks not from wait time but from UNCERTAINTY about wait time.
  • Define: "Patients need to feel informed about their wait status because uncertainty amplifies anxiety beyond what the actual wait causes."
  • Ideate: 40+ ideas → top 3: real-time queue display, SMS position updates, estimated-time kiosk
  • Prototype: Paper prototype of SMS update flow (5 min to build)
  • Test: 8 patients tested → 6 reported feeling "much less anxious" even though actual wait didn't change ✓
Show full SKILL.md (137 more words)Show less
Incorrect Application
  • Skipped Empathize, started with "we need a new app feature" → Solutioning without understanding the problem. Violates Iron Law.

Gotchas

  • "Fail fast" requires psychological safety: Teams won't experiment if failure is punished. Establish that prototypes are meant to fail — that's learning.
  • HMW questions set the solution space: "How might we reduce wait time?" leads to different solutions than "How might we reduce anxiety during waits?" Frame carefully.
  • Prototype ≠ MVP: A prototype tests a hypothesis cheaply. An MVP is a viable product. Don't over-build prototypes.
  • Design Thinking is not just for designers: It applies to services, processes, policies, business models — any problem involving human needs.
  • Iteration is not optional: If you run through all 5 stages once without looping back, you've done waterfall with sticky notes, not Design Thinking.

References

  • For facilitation exercises per stage, see references/dt-exercises.md

© asgard-ai-platform, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in ux-design-thinking of asgard-ai-platform/skills.

  • SKILL.md
  • examples/sample_scenario.md
  • references/dt-exercises.md

Open the folder on GitHubat commit 4e7f4f8

Compare with similar skills

UX Design Thinking next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Migrate Content Iadocker/docs4.7k—~5.1kAutomated safety check: PassApache-2.0
UX WalkthroughXiaoMi/hiui879—~1.3kAutomated safety check: PassMIT

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Questions about UX Design Thinking

What does UX Design Thinking do?

Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems. UX Design Thinking is an agent skill from asgard-ai-platform/skills. Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-centered problems.

When should I use UX Design Thinking?

UX Design Thinking fits situations like: the user needs to solve an ambiguous problem; redesign a user experience; facilitate an innovation workshop; develop a new product concept from scratch — even if they say we dont know what to build.

How do I install UX Design Thinking in Claude Code?

Run `npx skills add asgard-ai-platform/skills --skill ux-design-thinking -a claude-code`. Or copy the skill folder (ux-design-thinking in asgard-ai-platform/skills) into .claude/skills/ux-design-thinking in your project. Claude Code loads it when a task matches its description.

How do I install UX Design Thinking in Codex?

Run `npx skills add asgard-ai-platform/skills --skill ux-design-thinking -a codex`. Or copy the skill folder (ux-design-thinking in asgard-ai-platform/skills) into .agents/skills/ux-design-thinking in your project. Codex loads it when a task matches its description.

Can I use UX Design Thinking in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add asgard-ai-platform/skills --skill ux-design-thinking -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ux-design-thinking, .gemini/skills/ux-design-thinking, .github/skills/ux-design-thinking and .opencode/skills/ux-design-thinking in your project.

What does UX Design Thinking need to run?

SKILL.md names no scripts, command-line tools or credentials: UX Design Thinking is instructions for the agent only.

Does UX Design Thinking access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is UX Design Thinking safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does UX Design Thinking use?

UX Design Thinking is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does UX Design Thinking use?

About 1.2k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.5k tokens, read only when the agent opens those files.

What are the alternatives to UX Design Thinking?

Skills that share tags, products or a category with UX Design Thinking: Impeccable (bestofjs/bestofjs, 3.1k stars), Interface Design for Dashboards and Apps (holaboss-ai/holaOS, 11k stars), Animate (growupanand/ConvoForm, 102 stars) and Migrate Content Ia (docker/docs, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains UX Design Thinking?

asgard-ai-platform (a GitHub organization) maintains it in asgard-ai-platform/skills, which has 242 GitHub stars. The repository holds 207 skills in this directory. The repository was last updated on June 6, 2026.

Source: asgard-ai-platform/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.