Design any user-facing experience end-to-end: task flows, multi-step workflows, navigation structures, onboarding, settings, search…
Use when implementing or reviewing jQuery DOM selection, traversal, manipulation, and method chaining patterns with correct selector…
Check if a React component's prop interface is ready for json-render migration.
Generate guardrailed UI from natural language.
Create distinctive, production-grade frontend interfaces with high design quality.
Review UI code for Web Interface Guidelines compliance.
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter.
Build slide decks and presentations for research talks.
Produce a print-grade single-page kami (紙 / 纸) document — warm parchment canvas, ink-blue accent, serif at one weight, no italic, no cool…
Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback.
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play…
Open Design's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales.
A mobile-app screen rendered inside a pixel-accurate iPhone 15 Pro frame on the page.
Port an existing Remotion (React) composition''s source to HyperFrames HTML.
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites…
Turn photos with a clearly isolated landmark into two-color 3:4 kraft-paper stencil posters, in split comparison or full-canvas mode.
Generate a complete, deployable landing page from a brief.
User research planning and synthesis at the observed behaviour layer — produces candidate job stories with confidence ratings
Designs page layouts, grid systems, and structural arrangements.
Use when the user says they adjusted the design in Figma, mentions "fix", "correct", "learn from", "I changed", "diff", "what changed", or…