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Monday, April 14, 2025

Visual Code Studio Cline Extension, Google Gemini Pro 2.5 3 ways to generate simulations Visual Code Studio Cline Extension, Google Gemini Pro 2.5, Claude 3.7


Visual Code Studio Cline Extension, Google Gemini Pro 2.5




๐Ÿš€ Building a Physics Simulation Using Visual Studio Code, CLINE & Google Gemini 2.5 Pro

Case Study: Free Fall Simulation for the Singapore SLS Platform

๐Ÿ’ก Introduction: A New Way to Build Simulations

Imagine generating a pedagogically sound, interactive simulation using just your words — no manual coding, no external libraries, and no clutter. Thanks to Visual Studio Code with the CLINE Extension and the power of Google Gemini Pro 2.5, this dream is now a reality.

We tested this pipeline by building a Free Fall Simulation tailored for Singapore’s MOE Secondary 3 Physics syllabus. The simulation runs entirely offline in a single HTML file — perfect for the Student Learning Space (SLS) platform.

๐Ÿง  AI Prompt used:
"Create a fully interactive, pedagogically sound, and engaging simulation using only HTML, CSS, and JavaScript (no external libraries). The output must be a single self-contained HTML file suitable for embedding within the Singapore Student Learning Space (SLS)."


๐ŸŽฏ Simulation Objectives

To visually demonstrate the physics of free fall motion under gravity, using adjustable sliders and dynamic graphs. This simulation aids conceptual understanding by linking kinematic equations to visual movement and data plots.

๐Ÿง‘‍๐ŸŽ“ Target Audience

  • Students aged 14–18 years old

  • Subject: Physics

  • Level: Secondary 3 (Singapore MOE syllabus)


๐Ÿงช Core Simulation Features

1. ๐Ÿช‚ Topic

Free Fall of a Ball

2. ๐Ÿ“˜ Key Concepts Demonstrated

  • Constant acceleration due to gravity (Earth, Moon, Mars options)

  • Time of fall and final velocity

  • Relationship between height, velocity, and time

  • Real-time graphing of motion data

3. ๐ŸŽš️ User-Controlled Variables

VariableControl TypeRange
Initial Height (y₀)Slider0 m – 50 m
Initial Velocity (v₀)Slider-30 m/s – 30 m/s
Gravity (g)DropdownEarth, Moon, Mars

4. ๐Ÿ“Š Key Display Variables

  • Time Elapsed (s)

  • Current Height (m)

  • Instantaneous Velocity (m/s)

  • Acceleration due to gravity (m/s²)

Displayed live at the top-right of the simulation panel for quick reference.

5. ๐ŸŽž️ Motion / Animation Displayed

  • A ball falling vertically with realistic acceleration

  • Bounce effect on impact with the ground (v = 0)

  • Continuous update of velocity vector

6. ๐Ÿ“ˆ Output Visualization

  • Height vs. Time graph (red)

  • Velocity vs. Time graph (blue)

  • Both update dynamically as the simulation runs


⚙️ Technical Implementation

๐Ÿ› ️ Code Environment

  • Visual Studio Code with CLINE Extension

  • AI model: Google Gemini Pro 2.5

  • Also tested with Claude 3.7 Sonnet (agentic task support)

The AI generated:

  • HTML structure

  • Responsive CSS for layout and accessibility

  • JavaScript code with accurate kinematic modeling

All packed neatly into a single index.html file, without any external dependencies.

✅ Scientific Accuracy

  • Physics equations used:

    • v=u+atv = u + at

    • s=ut+12at2s = ut + \frac{1}{2}at^2

  • Constant acceleration assumption (free fall only, no air resistance)


๐Ÿงฉ User Interface & UX Considerations

๐Ÿ”˜ Controls (Top Toolbar)

  • ▶ Play

  • ⏸ Pause

  • ⏩ Step (advance by fixed timestep)

  • ↻ Reset

๐Ÿ–ฑ Interactivity

  • Sliders and dropdowns respond in real time

  • No page scrollbars (CSS: overflow: hidden)

  • Fullscreen within an iframe: width: 100%, height: 90%

๐Ÿ”  Visual Aids

  • Vectors (velocity) shown via arrows

  • Live display box with real-time values

  • Graphs shown below animation for clarity

  • Scalable labels for touch-friendly usability


♿ Accessibility & Compatibility

Accessibility Features

  • High color contrast

  • Black text and color-coded arrows

  • Label associations with all input controls

  • Keyboard navigability for sliders and buttons

Platform Compatibility

  • Fully offline

  • Compatible with all modern browsers (Chrome, Firefox, Safari, Edge)

  • Runs on desktops, tablets, and mobile devices

  • Adapts to landscape and portrait modes

  • No internet or CDN links required


๐Ÿ” Preview the Simulation

✅ Working Prototype:
Free Fall HTML5 Simulation on iwant2study.org

๐Ÿ“ฆ Download the HTML file:
freeFallVSCClineGoogle25Pro.zip

You can host this on any educational site or embed it directly into the SLS platform as an Interactive Media Object.


๐Ÿง  Why This Workflow Works

Fast Prototyping – No need to hand-code everything
AI-Augmented Accuracy – Gemini Pro 2.5 generates scientifically correct logic
Fully Local + SLS-Ready – No CDN, no vendor lock-in
Future-Scalable – You can build more simulations in Chemistry, Biology, and Math using the same technique


๐Ÿš€ Next Steps

๐Ÿ’ฌ Want help building your own SLS simulation?
Try the following:

  • Sketch your UI (PNG) and provide a clear prompt

  • Use CLINE + Gemini Pro 2.5 to generate

  • Refine + preview in-browser

  • Test in iframe mode and upload to SLS


๐Ÿ“ฃ Final Thoughts

This simulation was a collaborative effort between humans and machines, blending domain expertise in physics with the power of generative AI.

If you're an educator, instructional designer, or curious coder — this method can supercharge your ability to build powerful, offline-ready, curriculum-aligned simulations for 21st-century learning.


๐Ÿง  Credits

Built using:

  • Gemini Pro 2.5 (Google AI)

  • CLINE Extension for VS Code

  • Inspired by: iwant2study.org EJS simulations


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