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Free agent skills that walk you through designing a website with AI

Caelo released a free set of 12 agent skills in the open Agent Skills (SKILL.md) format that walk a user through designing a website with AI, from a fact base and personas to a tested prototype and CMS handover. The skills work with any agent supporting the format, including Claude Code, Codex, Cursor, GitHub Copilot and Gemini CLI, and each step ends with an HTML review page where the user picks among recommended options and pastes feedback back into the chat, with project state kept in STATUS.md and DECISIONS.md. The release targets the tendency of models to default to generic output, adding a fact base against invented claims, explicit anti-defaults, a design contract in DESIGN.md with tokens, and a QA loop in which the model reviews its own screenshots.

read3 min views5 publishedOct 21, 2026
Free agent skills that walk you through designing a website with AI
Image: Michielbdejong (auto-discovered)

Free agent skills that guide you through designing a website with AI, from facts and personas to a tested prototype and the handover into your CMS. You install them, tell your agent "I want to design a new website for my company", and it leads you step by step. You decide; the agent does the work.

The skills use the open Agent Skills format (SKILL.md) and work with any agent that supports it, for example Claude Code, Codex, Cursor, GitHub Copilot or Gemini CLI.

Overview of the steps and a case study: Design a website with AI.

Ask an AI to "build me a website" and you get a page that looks like a thousand others: the same fonts, purple gradients, three cards in a row. Without constraints, a model picks the most likely option. These skills replace the missing constraints with decisions: each step produces a file the next step must follow, and ends with a short decision sheet for you.

The order follows established design practice (Design Thinking, the Double Diamond by the Design Council, content-first, wireframes before visual design) and adds what is specific to AI: a fact base against invented claims, explicit anti-defaults, a design contract in DESIGN.md and tokens, and a QA loop in which the model looks at its own screenshots.

# Phase Step Skill
Leads the whole project website-design
1 Understand Facts and inventory fact-base
2 Understand Personas and goals personas
3 Define Positioning and brand attributes positioning
4 Define Structure and wireframes sitemap-wireframe
5 Develop Moodboard moodboard
6 Develop Directions as style tiles design-directions
7 Develop Design system design-system
8 Develop Copy in page context page-copy
9 Deliver Prototype with QA loop prototype-qa
10 Deliver Test with personas usability-test
11 Deliver CMS handover and measurement cms-handover
Review pages with decisions decision-sheet

Each step ends with an HTML review page: the result, why the step matters, and a few decisions with a recommended option. You click "Copy feedback", paste it into the chat, and the agent logs your decisions and moves on. The project state lives in STATUS.md and DECISIONS.md, so you can stop and continue days later.

Copy the skill folders into your agent's skills directory.

Claude Code (all projects):

git clone https://github.com/caelo-cms/website-design-skills
cp -r website-design-skills/skills/* ~/.claude/skills/

Claude Code (one project): copy into .claude/skills/ in the project. Other agents: see your agent's documentation for the skills folder.

Open an empty folder for the project and say:

I want to design a new website for my company.

or, for a redesign:

Let's redesign example.com.

The agent asks a few setup questions, creates the project files and starts with step 1. To continue later, open the same folder and say "Let's continue".

  • An agent that can read and write files. A browser tool (for screenshots) makes steps 5, 9 and 10 much better.
  • Your material: existing website, documents, sales decks, anything that describes the offer.
  • About 10 minutes for the persona questionnaire and 20–30 references you like or dislike for the moodboard.

These focus on single parts of the process and work well alongside:

Step 11 works with any CMS. It includes a guide for Caelo, the open-source CMS for websites run with AI, where theme tokens, modules with named fields and a quality gate keep the design intact when people and AI edit the site.

MIT

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