Any AI · 6 steps

Build your first AI skill in one afternoon

You don't need to become an AI expert to start using AI skills. You need one afternoon and one task you're sick and tired of doing. A skill is a reusable set of instructions and examples that teaches AI how you want a job done, so you stop explaining it from scratch every time.

Pamela in the video: You don't need to become an AI expert to start using AI skills
The steps

Turn a task you dread into a skill

  1. Pick a task you dread. My example is replying to new business inquiries. Every time, you read the message, figure out what they need, check your services and write a reply.
  2. Talk it through out loud for 10 minutes. Voice dictate into your AI, or into a voice memo, like you're training a new hire. Answer four questions: What do you look for? How do you choose what to recommend? What do you always ask? What would you never promise? Messy is fine. Stream of consciousness is good.
  3. Add a few replies you've sent. Paste in three real replies so the AI can hear your voice. Remove names, emails and any private client details first.
  4. Paste the prompt below. Put your dictation, your examples and your list of services where the [brackets] are. The AI will ask you questions. Answer them.
  5. Test it on an old inquiry. Paste in one you've already answered and read what it writes. Too formal? Tell it. Wrong recommendation? Explain why. Missing a question you always ask? Have it added to the skill's instructions.
  6. Update the skill, then test again. Giving feedback in the chat isn't enough. Have every correction saved in the skill itself. Expect a few rounds. The payoff is a first draft that follows your process, ready for your review.
Copy this prompt
Help me turn this entire process into a reusable skill for drafting replies to business inquiries.

Here is how I handle an inquiry today, in my own words:
[paste your voice dictation]

Here are the services I offer, with prices where I have set ones:
[paste your list of services]

Here are replies I've sent before, with private client details removed:
[paste 3 example replies]

Use the examples to match my voice. Ask me about anything that's unclear. Don't invent prices or promises. If information is missing, ask me. Always give me a draft to review before anything is sent.

Where to paste it

  • Claude has Skills on every plan, including Free. Turn on Code execution and file creation under Settings, Capabilities. Then turn on skill-creator under Customize, Skills and paste the prompt into a new chat.
  • ChatGPT has Skills in Business, Enterprise, Healthcare and Edu workspaces. Paste the prompt into a chat and ChatGPT asks follow-up questions, then offers to install the skill. On Free, Go, Plus and Pro, ask for the result as instructions and paste them into a project's Project settings.
  • Copilot calls it an agent. Under Agents, select New agent and paste the prompt into the chat. Test it on the Try it tab.

More on each tool, with a worked example, in my status report skill guide.

Questions people ask

Quick answers

What is an AI skill?

An AI skill is a reusable set of instructions and examples that teaches AI how you want a particular job done. You write it once, and the AI follows the same steps every time. Claude and ChatGPT call these Skills. Microsoft 365 Copilot calls the closest thing an agent.

Do I need to know how to code to make an AI skill?

No. You can talk the task through out loud, paste in a few examples of your past work, and ask the AI to turn it into a skill. In Claude, turn on skill-creator under Customize, Skills and it drafts the skill with you. In Copilot, you describe the agent in plain words.

Can a free Claude account make skills?

Yes. Claude has Skills on Free, Pro, Max, Team and Enterprise plans. First turn on Code execution and file creation under Settings, Capabilities. Your skills then live under Customize, Skills, where you can turn each one on or off and edit it.

Does ChatGPT Plus have skills?

No. ChatGPT lists Skills for Business, Enterprise, Healthcare and Edu workspaces. On Free, Go, Plus and Pro, ask ChatGPT to write your process as instructions and paste them into a project's Project settings. Those instructions then apply to every chat inside that project.

Why does my AI skill keep making the same mistake?

Usually because the correction was given in a chat and never saved in the skill. The skill only knows what's written in it. Ask the AI to add the fix to the skill's instructions as a rule, show you the changed lines, and test it again on the same old example.

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My test-and-fix prompts

The two prompts I use to test a new skill against old inquiries and to save every correction into the skill itself. Plus where to check the edit landed in Claude, ChatGPT and Copilot.

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Test the skill on old inquiries
Use my business inquiry skill to draft a reply to each of these old inquiries. I've removed private client details.

Inquiry 1:
[paste]

Inquiry 2:
[paste]

Inquiry 3:
[paste]

Then check each draft against the skill's own rules and give me a table with one row per inquiry and these columns: service recommended, questions asked, any price or promise that isn't in my services list, tone compared with my examples. Mark anything that breaks a rule. Don't fix the drafts yet.
Save a correction into the skill
Here's what was wrong with that draft:
[too formal / recommended the wrong service because ... / didn't ask ...]

Update the skill's instructions so this doesn't happen again. Write the fix as a rule I'd give a new hire. Show me the exact lines you added or changed, and leave everything else as it is. Then redraft the reply to the same inquiry with the updated skill.

Check the edit stuck

  • Claude: open the skill under Customize, Skills and read the new lines. When the skill file shows beside your chat, you can highlight a line and choose Edit with Claude to change just that part.
  • ChatGPT: ask ChatGPT to update the skill in a chat. On a personal plan, paste the new rule into the project's Project settings yourself.
  • Copilot: open the agent's Configure tab and check the Instructions box, then run the same inquiry on the Try it tab.
Keep going

More free guides

Prompts, step-by-step guides and checklists you can put to work today.

See all guides