KNOWLEDGE, REFINED INTO ACTION

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.

17 curated prompts4 topicsUpdated over time
EXPLORE THE COLLECTION

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Writing & Thinking Main guide · V1.3.4

Making AI Sound Natural — Guide V1.3.4

Write for understanding: context-aware omission, natural paragraph flow, and fewer forced lists without losing accuracy.

Read & copy 01 / 17
Writing & Thinking Companion instructions · V1.1

High-Value AI Writing and Self-Review V1.1

Put evidence checks, content quality, writing, and focused editing into practice.

Read & copy 02 / 17
Agents & Workflows Mandatory rules · 6 principles

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.

Read & copy 03 / 17
Agents & Workflows Agent workflow · V3.0

AI Agent Execution and Anti-Drift V3.0

Keep long-running tasks on track with continuous delivery, minimal validation, and a clear finish line.

Read & copy 04 / 17
Agents & Workflows Agent workflow · V2.0

Efficient AI Agent Execution V2.0

A lightweight instruction set for delivery-first agents and cost-conscious task execution.

Read & copy 05 / 17
Development & Design Design workflow · 25 sections

DetailFlow: Eight-Panel Ecommerce Design Workflow

A structured product-detail design workflow based on authentic assets, reviews, and consistent visuals.

Read & copy 06 / 17
Development & Design Coding guidelines · V1.0

Minimal, Practical AI Coding — V1.0

Reduce speculative defensive code, premature abstractions, and excessive verification while preserving necessary safeguards.

Read & copy 07 / 17
Agents & Workflows Length validation · Python

Exact AI Character Counts with Python

Use Python len() to validate text length, rewrite failures, and recheck. SEO text is one example.

Read & copy 08 / 17
Writing & Thinking Reasoning guide · 5 rules

Independent Judgment: Stop AI from Just Agreeing

Ask AI to examine flawed assumptions, reasoning gaps, and potential cognitive biases.

Read & copy 09 / 17
Agents & Workflows Collaboration · 4 quadrants

Four-Quadrant Collaboration: Identify Blind Spots

Explore what is known, unknown, and overlooked before choosing the smallest useful test.

Read & copy 10 / 17
Writing & Thinking Compact prompt

First Principles: Facts and Constraints

Work from verified facts and constraints rather than unexamined assumptions.

Read & copy 11 / 17
Agents & Workflows Prompt generator

Prompt Engineering: Two-Level Generator

Turn a practical goal into a concise general-purpose prompt and a detailed advanced version.

Read & copy 12 / 17
Development & Design Tips · 10 items

10 Tips for Using Codex Efficiently

Practical ideas for context management, reviews, AGENTS.md, and reusing skills.

Read & copy 13 / 17
Development & Design Design instructions

Award-Quality Website Design Prompt

Review the visual quality and user experience of a website using respected design-award references.

Read & copy 14 / 17
Development & Design Video prompt

Six-Second Brand Logo Animation

Generate a six-second logo introduction from reference frames while keeping the brand consistent.

Read & copy 15 / 17
Learning & Exploration Learning prompt

Learn Advanced Concepts Through Fables

Use a short story to introduce a graduate-level concept before revealing its underlying theory.

Read & copy 16 / 17
Agents & Workflows Reflection workflow

Find Insights and Reusable Skills in Past Conversations

Identify hidden decisions and repeated workflows from accessible conversation history only.

Read & copy 17 / 17
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