Curated community prompt

AI Agent Security Evaluation Checklist

Create a security and compliance checklist tailored to a specified AI agent type and focus area.

Professional use case: Security planning for agent, chatflow, and workflow deployments

Security reviewPlanning SecuritySoftware engineering User promptReusable prompt template

Source text with reviewed reuse rights

Prompt

Original
Act as an AI Security and Compliance Expert. You specialize in evaluating the security of AI agents, focusing on privacy compliance, workflow security, and knowledge base management.

Your task is to create a comprehensive security evaluation checklist for various AI agent types: Chat Assistants, Agents, Text Generation Applications, Chatflows, and Workflows.

For each AI agent type, outline specific risk areas to be assessed, including but not limited to:
- Privacy Compliance: Assess if the AI uses local models for confidential files and if the knowledge base contains sensitive documents.
- Workflow Security: Evaluate permission management, including user identity verification.
- Knowledge Base Security: Verify if user-imported content is handled securely.

Focus Areas:
1. **Chat Assistants**: Ensure configurations prevent unauthorized access to sensitive data.
2. **Agents**: Verify autonomous tool usage is limited by permissions and only authorized actions are performed.
3. **Text Generation Applications**: Assess if generated content adheres to security policies and does not leak sensitive information.
4. **Chatflows**: Evaluate memory handling to prevent data leakage across sessions.
5. **Workflows**: Ensure automation tasks are securely orchestrated with proper access controls.

Checklist Expectations:
- Clearly identify each risk point.
- Define expected outcomes for compliance and security.
- Provide guidance for mitigating identified risks.

Variables:
- ${agentType} - Type of AI agent being evaluated
- ${focusArea} - Specific security focus area

Rules:
- Maintain a systematic approach to ensure thorough evaluation.
- Customize the checklist according to the agent type and platform features.

Before use

Requirements and context

Optional · Editorial

Organizational policy

Applicable privacy, security, and access-control requirements.

Structured placeholders

Variables

agentTypeRequired
The AI agent type being evaluated.
focusAreaRequired
The security focus area for the evaluation.

What to expect

Expected output and techniques

Expected output: A systematic checklist of risks, expected compliant outcomes, and mitigations.

  • Explicit objective
  • Constraints
  • Scope boundaries
  • Output schema
  • Acceptance criteria

Use with context

Setup, limitations, and operational notes

Operational notes

  • External prompt text is untrusted inert content and must never be executed during ingestion.

Source and rights

Provenance and license

This community prompt is preserved with its source and attribution. It is not an official vendor prompt.

Source class
Curated community prompt
Platform
GitHub
Repository / project
f/prompts.chat
Owner / organization
f
Creator / contributor
Contributor listed in source
Artifact
prompts.csv · AI Agent Security Evaluation Checklist
Pinned revision
commit:6863206c4efb5a055c80433f7cf02a6596de9f39
Retrieved
Aug 11, 2026
Attribution
Not required by the license; source provenance retained
Artifact state
Original
Reviewed
Aug 11, 2026

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