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SayPro Template 003-PR: Prompt Input/Output Tracker

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1.SayPro Purpose

The Prompt Input/Output Tracker (Template 003-PR) is designed to systematically document all prompts used (for example, prompts issued to AI tools like GPT) and the resulting outputs or data generated. This ensures transparency, repeatability, and organization in research processes where AI or scripted prompts are utilized.

Key benefits include:

  • Tracking which prompts have been used and when
  • Evaluating the quality and relevance of outputs
  • Facilitating prompt refinement for better results
  • Enabling audit trails and quality assurance

2.SayPro Template Structure

The template is typically organized as a table with the following columns:

Column NameDescription
Prompt IDUnique identifier for each prompt (e.g., PR-001, PR-002)
Date IssuedDate the prompt was used
Prompt TextExact text of the prompt input
Purpose/ObjectiveBrief description of what the prompt is intended to achieve
Output SummarySummary or key points from the generated output
Output File/LinkLink or reference to the full output file or document
User/ResearcherName of the person who issued the prompt
Follow-up ActionsNotes on next steps or adjustments based on output
StatusCurrent status (e.g., Completed, Needs Review, Revised)

3.SayPro Sample Entry

Prompt IDDate IssuedPrompt TextPurposeOutput SummaryOutput File/LinkUserFollow-up ActionsStatus
PR-0012025-06-07“Extract 100 psychological factor topics from GPT.”Generate factor list for classificationList of 100 psychological factors generatedLink to saved documentJane DoeReview and categorize findingsCompleted
PR-0022025-06-10“Classify topics into motivation, perception, attitude.”Categorize previously generated topicsTopics categorized by themeLink to categorized fileJohn SmithUse in Analytical Findings LogNeeds Review

4.SayPro How to Use This Template

  1. Record Every Prompt: Each time a prompt is issued, enter it in the tracker immediately.
  2. Detail the Output: Summarize or link to the output generated to maintain traceability.
  3. Assign Responsibility: Note who issued the prompt and who will act on the output.
  4. Update Status: Change status as the output is reviewed, revised, or finalized.
  5. Use for Analysis: Reference this tracker when preparing reports or further analysis to ensure all AI-generated content is properly documented.

5.SayPro Format Availability

  • Typically maintained in Excel or Google Sheets for easy filtering and updating.
  • Can be integrated with project management tools if required.

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