Glass Manufacturing Skill

Convert hand-drawn WhatsApp glass sketches into professional manufacturing specifications.

Overview

This skill processes hand-drawn glass panel sketches and generates:

• Interactive 3D visualization
• Manufacturing instructions
• CNC drilling programs
• Technical drawings
• Validation reports

Quick Start

1. Add your image to the inputs/ folder
2. Run the command:

   python commands/process-glass-sketch.py inputs/your_sketch.jpg

3. Get outputs from the outputs/ folder

Folder Structure

glass-manufacturing-skill/
|-- inputs/          # Place your glass sketch images here
|-- outputs/         # All generated files go here
|-- commands/        # Executable commands
|-- scripts/         # Python implementation
|-- references/      # Documentation and standards
|-- assets/          # Example images and resources

Features

Two-Agent Self-Evolving System

• Agent 1 (Creator): Extracts specifications from images
• Agent 2 (Judge): Validates and provides feedback
• Iterative refinement until accuracy achieved

Three Python Precision Functions

1. calculate_section_positions() - Validates section dimensions
2. calculate_hole_positions() - Calculates exact coordinates
3. calculate_geometric_feasibility() - Checks manufacturing constraints

Generated Outputs

1. glass_3d_model.html - Interactive 3D visualization
2. manufacturing_instructions.md - Human-readable guide
3. cnc_program.gcode - CNC drilling program
4. technical_drawing.svg - Professional drawing
5. validation_report.json - Complete audit trail

Commands

Process Glass Sketch

python commands/process-glass-sketch.py <image_path> [options]

Options:

• --max-iterations N - Maximum validation iterations (default: 3)
• --tolerance FLOAT - Dimensional tolerance in mm (default: 0.1)
• --output-dir PATH - Custom output directory
• --skip-3d - Skip 3D model generation
• --skip-gcode - Skip G-code generation
• --verbose - Enable detailed output

Natural Language

"Process this glass sketch"
"Convert inputs/my_sketch.jpg to manufacturing specs"
"Generate CNC code for the glass panel"

Requirements

• Python 3.8+
• See requirements.txt for dependencies

Installation

# Install dependencies
pip install -r requirements.txt

# Test with sample
python commands/process-glass-sketch.py inputs/sample.jpg

Documentation

• references/nomenclature.md - Standard terminology
• references/tolerance_standards.md - Industry tolerances
• references/examples.md - Usage examples

License

MIT License - See LICENSE file for details.