Steal The Structure

The Anatomy
Of A Perfect
Prompt

Five parts. Most people use one, and that's why their AI sounds like a robot. The full skeleton plus 3 finished examples are on this page, ready to copy.

The Formula Why Your Outputs Feel Generic

Every disappointing AI answer has the same autopsy: the prompt was missing layers. The formula is five parts, and each one closes a specific failure mode:

01 · ROLE

Who should Claude BE right now? Without it you get the generic assistant. "Act as a [type of expert] who [their specialty]."

02 · CONTEXT

What can it not know without you? This is the #1 fix for generic answers. The output can only be as specific as the input.

03 · EXAMPLE

Show it, don't describe it. "Professional but friendly" means nothing. One real sample of your writing beats ten adjectives.

04 · RULES

Block the mistakes before they happen. You already know how this output usually goes wrong. Say so upfront instead of editing it out after.

05 · FORMAT

Say exactly what to hand you, including what you'll need NEXT. Don't make it guess what done looks like.

The Test

If a smart new assistant couldn't do the task from your prompt alone, neither can AI. When an answer disappoints, don't argue with the answer. Come back here and find the layer you skipped.

The Skeleton The Fill-In-The-Blank Template

This is the master skeleton with guidance written inside every bracket, so you know exactly what good looks like as you fill it in. It takes about 90 extra seconds versus a one-line prompt, and it changes everything.

Copy it, fill the brackets, delete the bracket guidance, send.

Copy the skeleton

Act as [the expert this task deserves: "a senior recruiter who has read 10,000 resumes," "a direct-response copywriter," "a pediatric sleep consultant." Pick someone whose JUDGMENT you want, not just their knowledge].

Here's my situation: [everything it can't know without you. Who you are, what's going on, who the output is for, what's at stake, and any history that matters. This is the layer that kills generic answers. Three to six sentences. Example: "I'm a marketing manager, 3 years at this company. My boss is data-driven, hates fluff, and reads email on her phone. I'm asking for a raise after growing email revenue 40% this year."]

Here's an example of my style: [paste a real sample of something you wrote that sounds like you: an email, a caption, a message. Then say:] Match that tone and rhythm. Don't average it out, exaggerate what makes it mine.

Rules:
- Never [the thing you always hate: "apologize," "use corporate buzzwords," "use the word 'just'," "write more than 150 words"]
- Always [the thing you always want: "lead with the number," "end with one clear ask," "use short sentences"]
- [Length or scope limit: "under 150 words," "3 options max," "one page"]

Give me:
1) [The thing itself]
2) [Variations where useful: "a subject line plus 2 alternates," "3 hook options"]
3) [What you'll need right after: "the 3 most likely objections and how to answer each," "a shorter version for text," "a checklist before I send it"]

What To Do With It

Save the skeleton somewhere you can reach in 5 seconds: a note, a text replacement shortcut, or paste it into Claude's custom instructions area (Settings, then Profile) so Claude itself reminds you of the structure. Power move: keep ONE filled version per recurring task (your email version, your content version) so you're editing, not starting over.

Example 1 The Raise Email

All five layers on the highest-stakes email most people ever send. Notice how the rules block the classic failure modes (apologizing, over-explaining) before they can happen.

Copy this prompt

Act as an executive communication coach who has helped hundreds of people negotiate raises and knows how to be direct without being aggressive.

Here's my situation: I'm a marketing manager, 3 years at this company. This year I took over our email program and grew its revenue 40%, trained two new hires, and absorbed social media with no pay change. My boss is data-driven, hates fluff, and prefers short emails she can read on her phone. I want a meeting about my compensation, not a number over email.

Here's an example of my style: [paste any recent email you wrote]. Match that tone: warm but direct, short sentences, no corporate buzzwords.

Rules:
- Never apologize and never use the word "just"
- Business results only, no personal reasons
- Under 150 words
- Ask for a meeting, not a number

Give me:
1) The email
2) A subject line plus 2 alternates
3) The 3 most likely responses from my boss and exactly how to handle each one
Example 2 The Content Engine

Same skeleton, completely different job. The context layer carries the audience and the recent miss, the format layer asks for the diagnosis you'd never think to request.

Copy this prompt

Act as a short-form content strategist who has taken multiple accounts from zero to six figures of followers and judges every idea by whether a stranger would stop scrolling.

Here's my situation: I post AI tips for beginners on Instagram. My audience is busy professionals, mostly women 25 to 45, who feel behind on AI and want practical wins, not hype. My best posts are listicles with specific numbers and save-worthy references. My last 3 posts underperformed and I think my hooks went soft.

Here's an example of my style: [paste 2 of your best captions]. Match that voice: warm, confident, double exclamation points when excited, no corporate speak.

Rules:
- Never write hooks that start with "Did you know"
- Always include a specific number or named tool in the hook
- Every idea must be executable by one person with a phone in under 2 hours

Give me:
1) 10 post ideas for this week ranked by scroll-stopping potential
2) For the top 3: the full hook plus first line
3) The one pattern in my misses you'd bet caused the underperformance
Example 3 The Big Decision

This one teaches the advanced lesson: the example layer is deliberately SKIPPED, because a decision doesn't need your writing voice. The skeleton is a checklist, not a cage. Drop layers that don't serve the task, never the ones that do.

Copy this prompt

Act as a ruthless strategy advisor who has seen a hundred small businesses make this exact type of decision and has zero interest in telling me what I want to hear.

Here's my situation: [describe the decision: "I run a candle business doing $8k/month. I can either spend $4,000 on a trade show booth in September or put it into Meta ads over the same quarter. Cash is tight, this is my only discretionary budget this year, and I tend to chase shiny things."]

Here's an example of my style: skip this layer, I don't need it for a decision. (Notice: not every prompt needs all 5 layers. Drop what doesn't serve the task.)

Rules:
- Never give me "it depends" without immediately resolving it
- Always state your confidence level and what would change your mind
- Pressure-test my framing first: if I'm asking the wrong question, say so

Give me:
1) Your pick, in the first sentence
2) The 3 strongest reasons for it and the single strongest reason against it
3) What I should measure in the first 30 days to know if it's working, and the tripwire that means I should reverse course

One more for the road: when an answer comes back mediocre, don't patch it. Say "knowing everything you know now, scrap this and do the elegant version." First attempts carry first-attempt baggage.

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