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SayPro Prompt Tracking Sheet: For logging GPT prompt outputs and refinement notes.

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SayPro GPT Prompt Tracking Sheet


SayPro Purpose

To systematically record, evaluate, and refine GPT prompts used in SayPro projects, ensuring quality outputs and continuous improvement.


SayPro Template Structure

Prompt IDDate CreatedPrompt TextInitial Output SummaryRefinement NotesFinal Output QualityUser/TeamNext Steps
PR0012025-06-01Write a report on…Generated detailed monthly reportAdjusted to add budget sectionExcellentMonitoring TeamUse in June report
PR0022025-06-02Create data collection formOutput was missing dropdownsAdded dropdown instructionsGoodM&E TeamReview with data team

SayPro Column Descriptions

  • Prompt ID: Unique identifier for easy reference (e.g., PR001).
  • Date Created: When the prompt was first written or logged.
  • Prompt Text: Exact text input used for GPT.
  • Initial Output Summary: Brief overview of the first GPT-generated output.
  • Refinement Notes: Details of edits, rephrasing, or additional instructions added to improve output.
  • Final Output Quality: Qualitative rating (e.g., Excellent, Good, Fair, Poor).
  • User/Team: Person or team using the prompt.
  • Next Steps: Planned follow-up actions (e.g., test with users, submit for approval).

SayPro Usage Tips

  • Keep prompts clear and concise but detailed enough for the best results.
  • Record all changes to maintain an audit trail of prompt development.
  • Periodically review prompts for relevance and performance.
  • Use this sheet to train new team members on effective prompt creation.

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