Some prompts do not produce valid OpenSCAD / .scad code in the model response. When this happens, the application has no geometry to render, so the preview/output appears empty.
For example, prompts such as:
Create a mobile phone stand
sometimes result in a natural-language explanation, an incomplete response, or content that does not contain any valid SCAD code. This issue is not limited to this specific prompt; it happens with many other modeling requests as well.
Expected behavior
The model should always return valid SCAD code that can be rendered, even for simple or ambiguous prompts.
For example, the response should contain something like:
// OpenSCAD code here
module phone_stand() {
// geometry
}
phone_stand();
Actual behavior
For some prompts, the model does not produce SCAD code at all, or the response cannot be parsed as SCAD. As a result, nothing is rendered in the viewer.
Impact
This creates a poor user experience because the user sees an empty result without understanding whether:
the model failed,
the prompt was unclear,
the generated code was invalid,
or the rendering pipeline failed.
Some prompts do not produce valid OpenSCAD / .scad code in the model response. When this happens, the application has no geometry to render, so the preview/output appears empty.
For example, prompts such as:
Create a mobile phone stand
sometimes result in a natural-language explanation, an incomplete response, or content that does not contain any valid SCAD code. This issue is not limited to this specific prompt; it happens with many other modeling requests as well.
Expected behavior
The model should always return valid SCAD code that can be rendered, even for simple or ambiguous prompts.
For example, the response should contain something like:
// OpenSCAD code here
module phone_stand() {
// geometry
}
phone_stand();
Actual behavior
For some prompts, the model does not produce SCAD code at all, or the response cannot be parsed as SCAD. As a result, nothing is rendered in the viewer.
Impact
This creates a poor user experience because the user sees an empty result without understanding whether:
the model failed,
the prompt was unclear,
the generated code was invalid,
or the rendering pipeline failed.