Design and critique visual hooks for TikTok, Reels, Shorts, slideshows, and AI-generated media workflows.
Structure descriptive evidence about already identified media assets or immutable renders.
Create an evidence-grounded visual implementation plan when diagrams, file maps, state flows, sequences, or targeted wireframes materially…
Use after frontend, UI, UX, visual polish, responsive layout, design-to-code, dashboard, website, app-screen, or TUI changes when the…
Review visual work against approved art direction, hierarchy, composition, readability, consistency, production constraints, and intended…
This skill should be used when the user asks about "colors", "hex codes", "path colors", "tile background", "rendering order", "sorting…
Structured visual QA verdict for screenshot-to-reference comparisons
Verify UI changes through screenshot analysis and evidence-based validation.
Take screenshots and check if the UI looks right.
Generate beautiful, on-brand HTML artifacts — reports, diagrams, diff reviews, slide decks, plans, recaps, dashboards.
Design, create, revise, or QA quantitative charts and figures for reports, dashboards, notebooks, slides, files, or inline analytical…
Helps PostHog engineers and agents pick the right chart when a request is about visualizing change over time, before/after comparisons, or…
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