By Johnny Chan · UI/UX Designer, Hong Kong
Anthropic Skills and MCP: Extending Claude Beyond Chat
Packaged workflows, tool connections, and agent teams. Why Anthropic's extensibility model matters for design systems and handoff.

Anthropic frames Claude as a platform, not a single chat window. Skills package repeatable instructions. MCP connects agents to external tools. Subagents split work on large repos. For design ops it is the same idea as a Figma library: teach the system once, reuse everywhere.
Skills in plain language
A skill is usually a folder with instructions, often SKILL.md, loaded when the task matches. Teams ship skills for SEO checks, deploy steps, or brand copy rules. Cursor and others adopted similar patterns, so community skill packs travel across tools.
MCP for design-adjacent work
- Hook analytics, ticketing, or research tools where policy allows.
- Cut copy-paste between Claude and the rest of your stack.
- Keep client data on enterprise controls, not public chat tabs.
Package design ops as a skill
Put tokens, accessibility minimums, and handoff format into a skill engineering agents load by default. Output stays closer to spec and visual QA cycles shrink.
Let's work together
Open to UI/UX projects, collaborations, and product design support in Hong Kong and remotely.
Let's Connect