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Public AI Usage Safety Monitoring Workflow

OperationsCozeUpdated 2026-05-17

Monitor citizens' use of ChatGPT Plus, automatically detect policy violations and trigger alerts to ensure safe and compliant AI usage.

System Prompt
Analyze {usage_log} against {policy_rules} for user {user_id} and return any violations.

Variable Dictionary (fill in your AI tool)

This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.

{user_id}

Unique identifier for the citizen

Filling hint: replace this with your real business context.

{usage_log}

Log file or data stream containing the user's AI usage records

Filling hint: replace this with your real business context.

{policy_rules}

Set of safety and compliance rules used for violation assessment

Filling hint: replace this with your real business context.

Quick Variable Filler (Optional)

Fill variables below to generate a ready-to-run prompt in your browser.

{user_id}

Unique identifier for the citizen

{usage_log}

Log file or data stream containing the user's AI usage records

{policy_rules}

Set of safety and compliance rules used for violation assessment

Generated Prompt Preview

Missing: 3
Analyze {usage_log} against {policy_rules} for user {user_id} and return any violations.

How to Use This Template

Best for

Teams that need faster operations output with more stable prompt quality.

Problem it solves

Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.

Steps

  1. Copy the template prompt.
  2. Paste it into your AI tool (Coze / Dify / ChatGPT).
  3. Replace placeholder variables using the dictionary above.
  4. Run and refine constraints based on output quality.

Not ideal when

You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.

Success Case

Input:
Usage logs with no violations
Output:
No violations detected. Incident log created.

Boundary Case

Input:
Usage logs with violations
Fix:
Review and update policy_rules to reduce false positives.

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Workflow Steps

  1. Collect usage logs

  2. Run policy evaluation

  3. Trigger alert and log incident

Constraints

  • High-volume log streams (10k+ per hour)
  • Offline log batch processing

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