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Structure a Better AI Request
After this lesson you will be able to define a clear goal, list constraints, and specify output format before prompting an AI, so you get usable results on the first try.
Track 1 · Real AI practice
Your practice path.
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30 lessons · practice spine
Track 1 Practice Path
Structure a Better AI Request
Clarity before you ask is clarity you receive.
15 min PreviewBreak the Monolith
Big prompts produce shallow thinking.
15 min PreviewWhat It Must Not Do
Whatever you don't say, the model decides for you.
15 min LockedName the Hidden Things
AI fills your silences with confident guesses.
15 min LockedRead AI Like a Senior Reviewer
Confident phrasing is not evidence.
15 min LockedEdit Forward, Don't Restart
The second turn is where the work happens.
15 min LockedDirect the AI's Stance
Tell the AI what kind of thinker it is — and what kind it isn't.
15 min LockedKnow What the Model Can't Know
What the AI doesn't know is what you have to know.
15 min LockedThe Second Time You Do It
The first time you repeat yourself is the signal to template.
15 min LockedSingle Prompt, Conversation, or Workflow?
Match the size of the prompt to the size of the answer.
15 min LockedFind the AI Leverage Points
Before automating, map. Before mapping, observe.
18 min LockedBig Task, Small AI Asks
Hand the AI work the size of one thought.
18 min LockedBrief, Don't Dump
Feed the AI a sharp arrow, not a haystack.
15 min LockedValidate Against the Standard
Validate against the standard, not your gut.
18 min LockedFrom One-Off to Template
Build the prompt the way you'd build a SOP.
20 min LockedVoice Is What Your Brand Never Says
Tell the AI what you don't sound like.
18 min LockedRead the AI Reading the Internet
Every cited number is a claim about a source.
20 min LockedWhere Did the Time Actually Go?
If you can't measure it, you can't claim it.
18 min LockedThe Last 20% Is What's You
Don't ship AI's draft. Ship your edit of it.
18 min LockedWhen AI Reads Your Numbers
AI sees patterns. You see context.
20 min LockedArchitect the Relay
Your job is to architect the relay race between AI and human, not run every lap yourself.
22 min LockedPlace the Gate Where Judgment Lives
Automate the doing, not the deciding.
20 min LockedBuild the Check Into the Flow
A workflow without a check is a workflow that fails silently.
20 min LockedProject, Gem, or Chat?
Recurring context belongs in a Project. Daily context belongs in the chat. Don't confuse the two.
18 min LockedWhen Sources Disagree
AI shines a light on disagreement; you bring the wisdom to resolve it.
20 min LockedThe Second Draft Compounds
Good enough on the first pass is the enemy of great on the second.
20 min LockedRun the Workflow in Anger
Find the failure mode before the failure finds you.
22 min LockedSwitch Tools Mid-Flow
No tool is best at everything.
20 min LockedThe Three-Point Safety Check
AI recommendations are drafts, not decrees.
18 min LockedDesign the Partnership
The most leveraged thing you can design is how you and AI think together.
22 min Locked