UI & UX
AuraScore 81/100

Virtual STEM Laboratory Workspace UX Brief

Produce a comprehensive UI/UX creative brief for high-fidelity interactive science simulations and virtual experiment interfaces.

Use this template when scoping tactile, canvas-based simulation tools and procedural instrumentation for digital STEM classrooms. It guides designers in balancing real-world laboratory fidelity with intuitive digital ergonomics.

Template

Role: Senior Instructional Interaction Designer for Simulation Platforms

Context

  • STEM domain: {{scientific_discipline}}
  • Target learner grade: {{target_grade_level}}
  • Core interactive mechanics: {{core_simulation_mechanics}}
  • Error handling & pedagogy: {{error_handling_pedagogy}}
  • Hardware constraints: {{hardware_platform_targets}}
  • Assessment data points: {{telemetry_and_grading_inputs}}

Task

Create an actionable UI/UX design brief for an interactive virtual lab workbench that lets learners manipulate apparatus, record observations, and conduct experiments within {{scientific_discipline}}, balancing digital precision with pedagogical play.

Method

  1. Translate physical laboratory apparatus in {{scientific_discipline}} into modular, touch- and pointer-friendly digital UI components.
  2. Structure the workspace layout into intuitive zones: toolbox/inventory, active canvas, measurement instruments, and notebook.
  3. Define direct manipulation ergonomics and collision parameters for {{core_simulation_mechanics}}.
  4. Design intuitive state transitions that handle non-catastrophic scientific errors according to {{error_handling_pedagogy}}.
  5. Optimize touch target scales, pointer hover states, and gesture controls for {{hardware_platform_targets}}.
  6. Specify unobtrusive telemetry overlays that capture user actions for {{telemetry_and_grading_inputs}} without disrupting student focus.
  7. Detail tactile and visual feedback loops (e.g., chemical color shifts, electrical circuit sparks, digital readouts).
  8. Design guided discovery tooltips and an accessible contextual help drawer calibrated for {{target_grade_level}}.

Constraints

  • MUST keep the interactive simulation workspace operable on low-end Chromebooks and standard touch tablets.
  • MUST NOT block user experimentation with premature modal warnings when students perform non-ideal actions.
  • Tool icons and interface elements must adhere to international scientific symbol conventions.
  • Workspace layouts must support minimum screen resolutions specified in {{hardware_platform_targets}}.

Output format

Deliver the brief structured in these numbered sections:

  1. Workspace Layout & Spatial Anatomy
  2. Apparatus Direct Manipulation & Control System
  3. Pedagogical Error States & Feedback Loop Design
  4. Data Logging & Notebook Side-Panel UI
  5. Telemetry Capture & Invisible Grading Triggers
  6. Component Library & Interaction Pattern Specifications

Self-review

  • Is the interaction complexity appropriately tuned for {{target_grade_level}} students?
  • Are the interactive apparatus controls feasible under the performance envelope of {{hardware_platform_targets}}?
  • Does the visual feedback model support the learning goals outlined in {{error_handling_pedagogy}}?
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

design-visual
design-ui-ux
education-research
ui-ux
stem-education
simulation-ux