GPT is surprisingly bad at UI design.
If you ask it to generate interfaces long enough, you start noticing the same bad design-patterns repeating.
Floating cards.
Oversized rounded corners.
Gradient-heavy dashboards.
Decorative labels everywhere.
Glass panels.
After a while you can recognize a “GPT UI” immediately.
This file exists to stop that.
Uncodixfy.md is a rule set that forces agents to stop relying on generic AI UI habits when building Jobber web product interfaces.
Instead of improvising a visual system, it directs agents to current Jobber product guidance, the Atlantis design system installed by the target application, and established feature precedent. It keeps the original anti-pattern intent while replacing arbitrary palettes and blanket bans with Jobber's semantic design language.
The adaptation covers Jobber web product UI. It is not complete guidance for Jobber Mobile/native or Jobber marketing experiences.
The source-of-truth order is:
- Repository instructions and relevant Jobber product guidance
- Installed
@jobber/componentsand@jobber/designdocumentation - Existing UI in the target feature or related workflow
- The smallest necessary custom layer
Include Uncodixfy.md in your prompt or system instructions when asking an agent to generate Jobber web UI.
Example:
Before (Typical GPT UI) | After (Uncodixified)
Before (Typical GPT UI) | After (Uncodixified)
Uncodixfy is also available as an agent skill via SKILL.md. This works with AI coding agents that support the skill format, including Codex and Claude Code.
Install this repository's skill using the mechanism supported by your agent, then invoke it with:
/uncodixfy