Act as a senior AI prompt engineering expert. I will describe only the real-world scenario and the intended use. Infer reasonable requirements that I did not explicitly mention, and choose an appropriate role, output style, and format. Produce two versions: a concise general-purpose prompt and a detailed professional prompt. Use a clear structure without filler, pointless greetings, or artificial padding. Adapt the instructions to mainstream AI tools when appropriate, while avoiding logical gaps and ineffective commands.
Better prompts.
Better results.
A collection of prompts refined through real use—from clearer communication and independent judgment to complex workflows. Browse, read, and copy what is useful.
Browse prompts/ 17
Making AI Sound Natural — Guide V1.3.4
Write for understanding: context-aware omission, natural paragraph flow, and fewer forced lists without losing accuracy.
High-Value AI Writing and Self-Review V1.1
Put evidence checks, content quality, writing, and focused editing into practice.
Minimum Necessary Execution Principles for AI Agents V1.0
Six concise rules to prevent task drift, overengineering, speculative defenses, and unnecessary verification—stop when the task is done.
AI Agent Execution and Anti-Drift V3.0
Keep long-running tasks on track with continuous delivery, minimal validation, and a clear finish line.
Efficient AI Agent Execution V2.0
A lightweight instruction set for delivery-first agents and cost-conscious task execution.
DetailFlow: Eight-Panel Ecommerce Design Workflow
A structured product-detail design workflow based on authentic assets, reviews, and consistent visuals.
Minimal, Practical AI Coding — V1.0
Reduce speculative defensive code, premature abstractions, and excessive verification while preserving necessary safeguards.
Exact AI Character Counts with Python
Use Python len() to validate text length, rewrite failures, and recheck. SEO text is one example.
Independent Judgment: Stop AI from Just Agreeing
Ask AI to examine flawed assumptions, reasoning gaps, and potential cognitive biases.
Four-Quadrant Collaboration: Identify Blind Spots
Explore what is known, unknown, and overlooked before choosing the smallest useful test.
First Principles: Facts and Constraints
Work from verified facts and constraints rather than unexamined assumptions.
Prompt Engineering: Two-Level Generator
Turn a practical goal into a concise general-purpose prompt and a detailed advanced version.
10 Tips for Using Codex Efficiently
Practical ideas for context management, reviews, AGENTS.md, and reusing skills.
Award-Quality Website Design Prompt
Review the visual quality and user experience of a website using respected design-award references.
Six-Second Brand Logo Animation
Generate a six-second logo introduction from reference frames while keeping the brand consistent.
Learn Advanced Concepts Through Fables
Use a short story to introduce a graduate-level concept before revealing its underlying theory.
Find Insights and Reusable Skills in Past Conversations
Identify hidden decisions and repeated workflows from accessible conversation history only.
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Prompt Engineering: Two-Level Generator
Turn a practical goal into a concise general-purpose prompt and a detailed advanced version.
The full English instructions are shown below. Copying excludes the display title, introduction, and editorial notes outside the prompt boundary.