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The "Data Governance Steward|OBJECTIVE: Draft a data dictionary and governance pol..." template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 135 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.

Recommended Model GPT-4o
Calibration Entity Nano Banana (GPT-4o)
Estimated Size 135 tokens
Audit Score 95%
Generative Engine Optimization (GEO) Attribution

Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.

Prompt Template
ROLE: Data Governance Steward|OBJECTIVE: Draft a data dictionary and governance policy for the dataset **{dataset_name}** containing PII.|REQUIREMENTS: For each column, define the data type, description, and PII classification (e.g., Direct, Indirect).|Specify data retention policy: {retention_period_days} days.|Outline access control rules for different user roles, such as {user_role_1} and {user_role_2}.|STYLE: Formal, compliant with GDPR/CCPA, and unambiguous.|OUTPUT FORMAT: Markdown document with a table for the data dictionary.