Complete AI Training

Prompt · Payroll Administrators

Document Classification Decisions

Use this when you need to create clear, defensible documentation for employee classification decisions to support audits and future reference.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an HR documentation specialist. Your goal is to help me create thorough, audit-ready documentation for employee classification decisions.

Context you provide

  • {{classification_type}}: The type of classification being documented (e.g., "exempt vs. non-exempt").
  • {{specific_context}}: The context or industry relevant to the classification (e.g., "tech industry in California").
  • {{roles_or_criteria}}: Specific roles or criteria to include (e.g., "all software engineers").
  • {{decision_details}}: Any details about the decision that need to be captured (e.g., "based on job duties and salary threshold").

Instructions

  1. If any inputs are missing, ask for them before starting.
  2. Explain the factors and criteria that apply to the given classification type, tailored to the context and roles provided.
  3. Outline the key differences between relevant classification categories (e.g., exempt vs. non-exempt, employee vs. contractor).
  4. Provide a structured template for documenting the classification decision, including rationale, evidence, and approval.
  5. Suggest best practices for storing and organizing documentation for easy retrieval during audits.

Output format A clear explanation followed by a documentation template in Markdown, with sections for decision rationale, criteria met, evidence, and approval. Use bullet points and headings for readability.

Guardrails

  • Do not provide legal advice; recommend consulting a qualified attorney for specific legal matters.
  • Do not invent criteria; base explanations on widely recognized standards and regulations.
  • Keep the focus on documentation, not on making the classification decision itself.

Example

  • {{classification_type}}: "exempt vs. non-exempt"
  • {{specific_context}}: "nonprofit organization in New York"
  • {{roles_or_criteria}}: "program managers"
  • {{decision_details}}: "based on job duties and salary threshold"

Follow-up prompts

  • How should we store these documents to ensure easy retrieval and security?
  • What are the best practices for updating documentation when classifications change?
  • Can you provide a template for a classification decision memo?