XHS Visual Director automates slide-by-slide visuals for social posts

One of the most annoying parts of making social carousel posts is the mismatch between text and visuals: the copy tells one story, but the generated images look completely disjointed by slide three.

To tackle that friction, a creator published XHS Visual Director, a dedicated skill for carousel creation. According to posts on X, the workflow packages the exact method behind an account that generated 960,000 impressions in a single month. It is available on GitHub under xhs-visual-director-skill.

A full director's blueprint

Instead of treating each image as an isolated prompt, the skill acts like an art director for a complete presentation.

Once given a topic, it first determines the content category—whether it is a tech breakdown, business trend, or tool tutorial—and proposes an appropriate visual style with clear reasoning rather than relying on generic templates.

It then builds out a 6-to-8 slide narrative, assigning one specific communication goal to each slide. The entire sequence adheres to unified rules for color palettes, typography, framing, and graphical elements to maintain a coherent progression. Finally, it generates page-by-page image prompts, draft captions, and a QA checklist ready for production.

Why it matters

Packaging editorial judgment and art direction into a repeatable skill is far more practical than hoarding disconnected Midjourney prompts. For solo creators and social teams, it directly solves the visual consistency problem that plagues multi-slide carousels.

That said, the tool delivers the architectural plan and prompt parameters, not finished graphics. The final visual quality still hinges on which image generator you plug those prompts into and how much manual curation you apply.