Neftaly GPT Prompt Log Sheet
Maintain a Neftaly GPT Prompt Log Sheet to record and track AI prompt usage.
To ensure transparency, reproducibility, and quality control in the use of AI tools such as GPT, Neftaly requires detailed logging of all AI prompts submitted during research and data extraction activities.
Purpose:
- Track prompts used for extracting data, generating reports, or other AI-assisted tasks.
- Facilitate review and refinement of prompt effectiveness.
- Maintain accountability and audit trails for AI interactions.
- Support knowledge sharing and training.
Log Sheet Components:
- Date and Time: When the prompt was submitted.
- User: Name or ID of the person submitting the prompt.
- Prompt Text: Exact wording of the GPT prompt used.
- Purpose/Task: Description of the goal or task for which the prompt was used.
- Output Summary: Brief overview or key points of the AI-generated response.
- Follow-up Actions: Notes on any further steps or modifications based on the output.
- Approval Status: Whether the output was reviewed and approved for use.
Implementation:
- Use Neftaly’s standardized digital or spreadsheet-based GPT Prompt Log Sheet template.
- Update the log immediately after each prompt submission.
- Review logs regularly for accuracy and completeness.
- Store logs securely as per Neftaly’s data management policies.

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