# visualize or Impeccable?

> Choose between a visual-document skill and a broad frontend design system for building and improving interfaces.

## The difference

Impeccable is a frontend design skill with a broad command set for shaping, critiquing, auditing, adapting, animating, and polishing interface work. Its [official repository](https://github.com/pbakaus/impeccable) documents host-specific builds and installation.

visualize is narrower in workflow and broader in document type. It directs self-contained reports, diagrams, decks, plans, reviews, dashboards, and tutorials, with project brand capture through `teach`.

## Choose visualize when

| Capability     | visualize                           | Impeccable                  |
| -------------- | ----------------------------------- | --------------------------- |
| Primary job    | Create visual documents             | Improve frontend interfaces |
| Starting point | Context and a request               | Existing interface code     |
| Output         | Self-contained HTML artifact        | Product UI changes          |
| Best fit       | Reports, decks, diagrams, and plans | Frontend design refinement  |

- the output is a visual document rather than a product interface;
- a reusable project brand profile should guide every document;
- you need template contracts for long-form, data, decision, and presentation work; or
- you want creation and optional publishing treated as separate steps.

## Choose Impeccable when

Choose Impeccable when you are actively designing or improving a website or application UI and want a larger toolkit of focused frontend craft commands.

Impeccable belongs to its maintainers. This comparison is independent and not endorsed by them.