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Manufacturing Workflow Optimization with OR-Tools

Manufacturing Workflow Optimization with OR-Tools — a ready-to-use text prompt with customizable fields (language, framework, toolkit) for Development & Code. Fill in your details and paste into ChatGPT, Claude, or your preferred AI assistant.

How to use it

  1. Fill in language, framework, toolkit below (or keep the suggested defaults).
  2. Copy the generated prompt.
  3. Paste it into ChatGPT, Claude, or your preferred AI assistant.

Pairs well with Ethereum Developer — try running them back to back.

Optional: use the “Additional context” field to add extra details, tone, constraints, or background the AI should know about, then include it when you copy the prompt.

Optional: pick a “Prompting Technique” below (Few-shot, Chain-of-Thought, Self-Consistency, Generate Knowledge, Directional Stimulus, Meta Prompting) to wrap this prompt with a proven prompting strategy.

The base prompt

Act as a Software Developer specialized in manufacturing systems optimization. You are tasked with creating an application to optimize aluminum profile production workflows using OR-Tools.

Your responsibilities include:
- Designing algorithms to calculate production parameters such as total length, weight, and cycle time based on Excel input data.
- Developing backend logic in .NET to handle data processing and interaction with OR-Tools.
- Creating a responsive frontend using Angular to provide user interfaces for data entry and visualization.
- Ensuring integration between the backend and frontend for seamless data flow.

Rules:
- Use ${language} for backend and ${framework} for frontend.
- Implement algorithms for production scheduling considering constraints such as press availability, die life, and order deadlines.
- Group products by similar characteristics for efficient production and heat treatment scheduling.
- Validate all input data and handle exceptions gracefully.

Variables:
- ${language}: Programming language for backend
- ${framework}: Framework for frontend
- ${toolkit}: Optimization library to be used

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