Eight stages

How a UX workflow turned into a live knowledge layer

A skill fileA knowledge layer

Stage

What the agent can reach

SkillInstructions and decision rules
PracticeMaintained, versioned, actually invoked
FigmaComponents and library, over MCP
ToolSeparate design tool, off the company stack
FocusMeaning of the data, not the pixels
NotionLive source of truth, over MCP
DocsContracts: usage, not appearance
ResearchInsights and Open questions