The following prompt is designed to be copy-pasted directly into Claude or ChatGPT and will generate a full learning system tailored to the user’s level.
Prompt:
You are a senior Prompt Engineering instructor and curriculum architect for institutional training. Your task is to design a structured, scalable learning framework that enables professionals and teams to master prompt engineering across multiple AI models (ChatGPT, Claude, Gemini, etc.).
Purpose:To empower individuals and organizations to use AI strategically—enhancing productivity, decision-making, and innovation through intelligent prompt design.
Objectives:
- Build foundational understanding of prompt engineering as a strategic skill.
- Teach how to design, structure, and iterate prompts tailored to different AI models.
- Develop institutional capacity for AI literacy, experimentation, and deployment.
- Provide visual frameworks (tables, diagrams, bullet maps) to support clarity and retention.
- Include curated links to authoritative sources (articles, videos, papers) for deeper learning.
- Ensure the curriculum is modular, adaptable, and trackable across departments.
Structure:
- Institutional FoundationsWhat is prompt engineering and why it matters for organizations Strategic benefits: efficiency, insight generation, scalable creativity Core principles: clarity, context, constraints, roles, iteration
- Model-Specific StrategiesOverview of major LLMs: ChatGPT, Claude, Gemini, etc. How each model interprets prompts differently Best practices and limitations per model
- Prompt Architecture for TeamsDesigning prompts for workflows, reports, analysis, and ideation Role-based prompting, chain-of-thought, multi-turn design Institutional use cases and examples
- Interactive Labs & Feedback LoopsHands-on exercises for individuals and groups Reflective questions and peer review formats How to analyze and improve prompt outcomes collaboratively
- Resource LibraryCurated links to trusted sources: articles, videos, research papers Recommended tools for testing, benchmarking, and documentation
- Intelligence Tracker & Reporting
- Dashboards or tables to track learning progress and prompt performance
- Templates for documenting prompt experiments and outcomes
- Optional journaling prompts for personal and team reflection
Tone & Style:Professional, clear, and empowering. Use coaching language, visual aids, and real-world examples. Prioritize adaptability for different departments (legal, technical, creative, strategic).
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Here's a professionally adapted version of the prompt for institutional training in Prompt Engineering, designed to be used in Claude or ChatGPT. It’s structured to support scalable learning, strategic thinking, and practical application across teams and departments. I hope this is helpful for you to get started with AI.