SayPro GPT Prompt Development Template

🧠 SayPro GPT Prompt Development Template

📌 Purpose:

• Create clear, targeted prompts for curriculum alignment, standards extraction, or content generation
• Track input/output quality and prompt performance
• Collaborate across SayPro QA, curriculum, and tech teams

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📋 Template Structure

Prompt ID	Prompt Type	GPT Prompt (Input)	Intended Output	Target Use Case	Model Used	Output Quality	Revision Notes / Feedback	Final Status
P001	Standards Extraction	Extract 100 educational standards for digital literacy, focused on adults, using ISTE.	List of 100 numbered standards with tags	Standards alignment (Digital Literacy)	GPT-4	✅ High	Works well; consider filtering by age level	Finalized
P002	Content Alignment	Map SayPro course “Entrepreneurship Basics” to relevant CTE and CAPS standards.	Table with course outcomes and matching codes	Course-to-standard alignment	GPT-4o	⚠️ Medium	Improve clarity of outcomes in input	Needs Revision
P003	QA Review Tool	Review this learning outcome for clarity and Bloom’s level: “Know how to manage a team”	Revised outcome, Bloom’s level, and comment	QA learning outcome audit	GPT-4	✅ High	Outcome improved to “Demonstrate team management skills”	Finalized
P004	Gap Identification	Analyze these standards and SayPro course LOs to find alignment gaps.	Gap report: which standards are not covered	Standards coverage gap analysis	GPT-4	🔄 In Progress	Awaiting SME review of gap list	Draft

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🧪 Key Prompt Elements to Track

• Prompt Type: Standards Extraction, Alignment, QA Review, Assessment Design, etc.
• Input Detail: Specific and structured (course title, standard set, audience)
• Expected Output: Format, structure, level of detail
• Performance Rating: Accuracy, usefulness, clarity of AI output
• Revisions Needed: How the prompt should be improved

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🧰 Optional Columns to Add

Field	Purpose
Responsible Team Member	Who authored or tested the prompt
Prompt Date	Date created or revised
Sample Output Link	Link to output file or screenshots
Tags	e.g. ISTE, CAPS,