In their AI prompt guide, Anthropic advises treating chatbots like intelligent new hires suffering from amnesia


Anthropic's guide to working with its AI assistant, Claude, offers practical, user-friendly advice to make interactions more productive — essentially turning Claude into a helpful, accurate, and efficient “new employee with amnesia.” Here's a distilled version of the key principles from the guide:


1. Think of Claude as a brilliant but inexperienced hire

Claude has knowledge but lacks context. Imagine working with a smart new team member who:

  • Doesn’t know your style or preferences.

  • Has no memory of previous conversations.

  • Needs step-by-step instructions to perform well.


2. Be crystal clear in your instructions

Clarity is non-negotiable:

  • Avoid vague requests like “make this better.”

  • Instead, say: “Rewrite this paragraph to sound more persuasive and suitable for a corporate audience.”

  • Specify goals, audience, tone, format, and length.


3. Break it down

Use lists or bullet points to:

  • Improve comprehension.

  • Ensure every requirement is understood.

Example:

I want a 3-paragraph blog intro that:

  • Hooks the reader in the first line.

  • Introduces the topic: sustainable fashion.

  • Ends with a question to encourage comments.


4. Use examples ("multi-shot prompting")

Show Claude what good looks like:

  • Provide sample texts that match your tone or structure.

  • Paste multiple examples to help Claude mimic the pattern accurately.

“Here are two product descriptions I like. Use that style to write one for this new product.”


5. Let the AI think out loud (chain-of-thought prompting)

For complex tasks:

  • Ask Claude to walk through its reasoning step by step.

  • This leads to more logical and reliable outputs.

“Explain your answer step by step.”


6. Assign Claude a role ("role prompting")

Give Claude a persona to frame its response:

  • “You are a marketing strategist.”

  • “You are a career counselor.”

  • “Act like a health-conscious food blogger.”

Roles guide tone, content, and priorities.


7. Prevent hallucinations

To reduce made-up or incorrect content:

  • Give Claude permission to say: “I don’t know.”

  • Encourage evidence-based responses.

“Only answer if you’re confident. It’s okay to say you’re unsure.”


These techniques don’t just work for Claude — they help improve results with most AI assistants, including ChatGPT and Gemini. In short: the more context, structure, and examples you provide, the better the output. Treat the AI like a capable junior who thrives on clear, structured guidance.


 

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