App Audit
Working PoCPlaywright captures current state — screenshots, routes, page inventory
Structured markdown inventory lands in inc/narrate/. Agent reads what exists.
Improvement recommendations, gap analysis, NorthStar for what's next
Conference Review
ShippedFigJam notes — stickies, screenshots, links, colour-coded by signal
Plugin extracts to structured markdown. 16 talks analysed, Q&As captured.
Positioning analysis, reference files, content opportunities, Room After the Talk page
Design System Seed
ShippedToken exploration in FigJam. Brand values, colour palettes, type scales.
CLAUDE.md + token JSON + component contracts. The system becomes the context.
Components in code, Storybook stories, design system documentation page
NorthStar Prototype
Core MethodVision stickies + sketches in FigJam. What could exist, not what does.
Domain knowledge, brand context, user research, SME conversations encoded as context
Working prototype in code. Not a mockup — a real, interactive proof of concept.
Content Pipeline
ShippedThought stickies, research notes, conference insights in FigJam
Structured narrative files in inc/narrate/. Agent reads and positions.
Published thoughts pages on the site. 9 pages, each a chapter.
Plugin Development
ShippedProblem identified: manual I→N extraction is lossy and slow
Figma Plugin API skill + CLAUDE.md + Davy Fung’s prompt.md pattern
Bidirectional FigJam plugin. Built in one Claude Code session.
Each workflow is a full I<N>C cycle. The output of one becomes context for the next. That's how one person compounds capability.
The design system is the narrative.
The narrative is the infrastructure.
Let's talk about encoding your domain knowledge into systems that AI agents can actually use.