Design Product Surface Art Direction

SkillMedia

Art-direct a dashboard, workspace, settings page, or operator surface through hierarchy, density, component ranking, and workflow clarity.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Design Product Surface Art Direction skill

What this skill tells your AI

The instructions your AI receives, as published by contextgo/contextgo in src/process/resources/skills/design-director-pack/skills/design-product-surface-art-direction/SKILL.md and read by ahel’s review.

Use this skill when the design problem is not persuasion but repeated, reliable use.

Read ../../references/page-lenses.md before proceeding.

Use when

  • The task is a dashboard, workspace, settings page, list, form, or operator tool.
  • The current surface feels visually noisy, under-ranked, or inefficient to use.
  • The product needs a clearer shell, hierarchy, or density model.

Do not use when

  • The page is primarily a public marketing page.
  • The task is a generic "make it more modern" request with no working-surface context.

Product-surface failures to avoid

  • making everything equally prominent
  • importing landing-page drama into dense work surfaces
  • confusing decorative polish with workflow clarity
  • adding too many card layers and borders
  • ignoring empty, loading, error, and success states

Workflow

1. Map the core workflow

Clarify:

  • highest-frequency tasks
  • critical information
  • secondary information
  • irreversible or high-risk actions

2. Define the shell

Decide:

  • navigation pattern
  • page header strategy
  • panel structure
  • where global controls live

3. Rank the content

Make explicit:

  • primary blocks
  • secondary blocks
  • supporting metadata
  • what should collapse or defer

4. Set density rules

Choose where the product should be:

  • spacious for clarity
  • compact for throughput
  • mixed by zone

5. Check the state model

Specify expectations for:

  • loading
  • empty
  • success
  • warning
  • error

Output format

Return:

1. Surface goal

  • primary users
  • core tasks

2. Shell direction

  • navigation
  • page structure
  • global controls

3. Hierarchy and density

  • what leads
  • what supports
  • where to compress

4. Component priorities

  • tables, cards, forms, panels, actions

5. State behavior

  • empty, loading, error, success

6. Risks and anti-patterns

  • what would make the surface slower or more confusing

Use together with

  • design-style-archetype-selection
  • design-system-distillation
  • design-system-adaptation
  • design-handoff-brief

Signals

GitHub stars
54
Forks
5
Last commit
May 2026
Advanced
Catalog kind
skill
Gateway key
design-product-surface-art-direction
Source
github.com/contextgo/contextgo