Checking AI work  ·  3 min read

AI does what a new colleague would do with a vague request: something generic. Brief it the same way you would brief a person. Say the result, the reader, the must-haves and the must-nots. Paste an example or the facts it needs. Ask it to list what it is unsure about.

A task brief with its five parts labelledTask: Customer email about the new verification stepRESULTA short email from support@ to all currentcustomers.FORAll current customers. Many read on their phones.MUST INCLUDEWhat changes · what to do first time · start dateJune 3 · help article linkMUST NOTMention the pricing change · promise phone supportDUEDraft Thursday noon to Dana. Dana approves. SendFriday.1A thing you can point at, notan activity2Changes the shape of the work3Where most redos start4Stops the one addition thatgets it sent back5One named approver, not 'theteam'Two minutes to write. Nothing left for the other person to guess.
The same brief works for people and AI.
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Why AI output feels generic

"Write a customer email about our new feature" gives AI nothing about your customer, your feature, your tone or your goal. So it guesses the average email. Average is generic.

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The brief that works

Use the same five parts as a task brief, plus two extras:

  1. Result: what you want, how long, what format.
  2. Reader: who, what they know, what they care about.
  3. Must include: the facts, the action, the date.
  4. Must not: words, claims or topics to avoid.
  5. Tone: with an example if you have one.
  6. Source material: paste the facts. Do not make AI guess them.
  7. Uncertainty: "List anything you were unsure about."
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Before and after

Before:

Write an email about our new invoice download feature.

After:

Write a customer email, under 120 words, announcing that invoices can now be downloaded as PDF from the Billing page.

Reader: small business owners who asked for this. Many read on phones.

Must include: where to find it (Settings → Billing → Download), that it works for all past invoices, one link to the help article.

Must not: mention pricing or upcoming features.

Tone: warm and plain, like this line from our last email: "You asked, we built it."

At the end, list any facts you assumed.

The second prompt takes one minute longer and needs far less editing.

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Give it the facts

AI makes up details when it does not have them. Paste the real numbers, names, dates and links. Then tell it: "Use only the facts above."

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Ask what it guessed

"List anything you assumed or were unsure about" is the most useful line in any prompt. It turns hidden guesses into a checklist for you.

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Check your brief first

Paste your prompt into the free task brief checker. It lists what a new person, or an AI tool, would have to guess.

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Then check the output

A good brief gets you closer. It does not get you all the way. Check the draft against the brief before you send it. The AI work checker helps.

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The same brief, for people and AI

M-Tracker tasks carry a brief with the result, the reader and the must-haves. Use it as your AI prompt. Then the finished work, AI-drafted or not, gets a first review against that same brief. No screenshots and no activity tracking.

How M-Tracker helps

Where M-Tracker fits

M-Tracker gives every task a clear brief and every finished piece of work a first review, in plain words, before it reaches the manager. No screenshots, no scores.

Try M-Tracker free14-day trial. No credit card. No employee surveillance.

How a task moves through M-Tracker: brief, work, review, improve, then the manager1BriefResult, audience,must include, due.Files and linksattached.2WorkThe person does itand attaches whatthey made.3ReviewM-Tracker comparesthe work with thebrief. One plainparagraph.4ImproveThey fix what ismissing while it isfresh.5ManagerSees work thatalready passed itsown test.No screenshots. No scores. The person sees the review first.
FAQ

Questions people ask

Does a longer prompt always help?

Clearer helps. Longer only helps if it adds facts or rules.

Should I tell AI to "act as an expert"?

It can help with tone. The facts and the reader help much more.

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