Most people think prompting is just typing smart things into a chat box. But OpenAI just released its official GPT-5 Prompting Guide – and it’s 100x deeper than that. Here’s what they recommend (and why it matters):
@godofprompt
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Set lower reasoning_effort for faster GPT-5 responses
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2/ Want GPT-5 to think less and move faster? Set a lower reasoning_effort. Use tight prompts like:
“Give the best answer as fast as possible. Use max 2 tool calls. Proceed even if not 100% sure.” This reduces overthinking, latency, and tool spam. -
Praise for clear prompts with self-check and LLM engagement
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solid approach, love the self-check and engagement with the llm, prompts hit different when they're clear
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Directing Intelligence: New Frontier, Prompting as Cheat Code
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clean take, directing intelligence is the new frontier, coding's still useful but prompting's the cheat code
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Master 4 Prompt Frameworks for Shockingly Good AI Outputs
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Prompt frameworks are the difference between “AI feels mid” and “AI feels magical.” Start with these 4: 1. APE
2. PECRA
3. OSCAR
4. TAG Master them → and AI will finally deliver shockingly good outputs. -
Frameworks for Efficient AI Prompting at Scale
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Frameworks also make AI work for you at scale: Want 20 tweets? Use PECRA.
Want research with critique? Use OSCAR.
Want copy tailored to an audience? Use TAG.
Want clarity in goals? Use APE. No more “re-rolling” prompts endlessly. -
AI structure yields human, specific, valuable outputs
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Notice something? All these frameworks do the same thing:
They give AI structure. And when you give AI structure → it gives you outputs that feel human, specific, and valuable. -
TAG Framework: Task, Audience, Goal for Focused Writing
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4. TAG Framework TAG = Task → Audience → Goal Example: “Task: Write a newsletter.
Audience: busy founders.
Goal: Explain why prompt frameworks matter in under 300 words.” AI now knows what, who, why. That’s the difference between fluff and focus. -
AI as Engine, Prompt as Steering Wheel: 4 Best Frameworks
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AI is like an engine. Your prompt is the steering wheel. But without a framework, you’re just spinning it randomly. Frameworks turn prompting into a repeatable system. Let’s break down 4 of the best:
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Why vague AI prompts yield boring results and how to fix it
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Today, most people prompt like this: “Write me a marketing plan for my product.” And then they wonder why the result feels vague, boring, and unusable. The problem isn’t AI. It’s your approach.