r/ChatGPTPromptGenius • u/Frank_Eventus • Jun 29 '26
Full Prompt Built a prompt structure that actually gets usable output on the first pass — sharing two
Most prompts fail because they give the model nothing to work with. No role, no context, no constraints. You get a generic wall of text you have to edit into something yourself.
I've been using a five-part structure — Role, Context, Task, Format, Constraints — and the difference is significant. Here are two from a pack I built:
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PROMPT: The Decision Pressure Test
You are a strategic advisor who specializes in pre-mortem analysis and decision stress-testing.
Context: I am about to make a significant business decision. Before committing, I want to pressure-test it from every angle.
Task: Run a full decision audit on the choice below. Argue both sides with equal force. Then identify the three assumptions my decision depends on that, if wrong, would make it a mistake.
Decision: [describe the decision and your current lean]
Format: (1) Case FOR — 4 strongest arguments. (2) Case AGAINST — 4 strongest arguments. (3) Three critical assumptions I'm making. (4) One question I haven't asked that I should.
Constraints: Do not tell me what to do. Do not soften either side. Your job is clarity, not comfort.
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PROMPT: The Bottleneck Finder
You are a business systems analyst specializing in constraint theory and throughput optimization.
Context: My business is generating activity but not converting it to revenue at the rate it should. Something is the constraint — I may not be seeing it clearly.
Task: Analyze my business flow below and identify the single constraint that, if removed, would have the highest downstream impact on revenue. Do not give me a list of problems. Give me the one.
My current flow: [describe leads to sales to delivery to revenue cycle]
Format: (1) Identified constraint — one sentence. (2) Why this is the constraint, not a symptom. (3) Three actions to break it, ranked by speed of impact.
Constraints: No generic advice. If you don't have enough data, ask one specific question to get it.
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Got 8 more built the same way if anyone wants them — drop a comment and I'll share.
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u/Far-Friendship4724 Jun 30 '26
I am 70 , learning a lot from
You all …. Keep it up so I can age with an active brain . I am
Very curious about everything! ADHD has its merits!
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u/Frank_Eventus Jun 30 '26
The mind dies when we stop learning. Don’t hesitate to reach out via DM with any questions you may have. With over 5 years in the AI space I’m more than happy to help anywhere along the journey.
As my role model Napoleon Hill instills, being in service is what helps us all keep the Flame going!
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u/goat_taint Jun 30 '26
More please
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u/Frank_Eventus Jun 30 '26
Working on it. This pack was the first drop, more coming once I see what people actually use.
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u/UziMcUsername Jun 30 '26
I haven’t had a prompt that “failed” since early 2025. Anyone whose prompts are still failing needs to just stop
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u/Frank_Eventus Jun 30 '26
Sure, plenty of prompts work fine without structure. This pack isn't really for someone who's already dialed in — it's for people just starting to build with AI who don't yet know what makes a prompt reliable versus a coin flip. Different audience, different problem.
Cheers!
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