Essential Prompt Modifiers for Optimizing Generative AI Performance

In the world of Generative AI, how you ask is just as important as what you ask. By using specific "anchor words" or "modifiers" at the beginning or end of your prompts, you can drastically change the output to suit your needs.

Here is a breakdown of essential prompt modifiers to help you work smarter, both professionally and personally.

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1. Core Prompt Modifiers: 3 Examples Each

/human

Used to bypass the robotic, overly formal AI tone in favor of a natural, empathetic, and conversational voice.

• Example 1: "Give me some advice on how to handle a stressful day at work. /human"
• Example 2: "Write a short social media post about my weekend hiking trip. /human"
• Example 3: "Explain why it’s okay to fail sometimes. /human"

TL;DR (Too Long; Didn't Read)

The ultimate tool for brevity. It forces the AI to summarize long texts into their most essential points.

• Example 1: "[Paste long news article] TL;DR"
• Example 2: "Provide a TL;DR of the main findings in this research paper."
• Example 3: "I have a 10-page meeting transcript. Give me the TL;DR version."

ELI5 / ELI10 (Explain Like I’m 5 / 10)

Perfect for deconstructing complex topics into simple, jargon-free language.

• Example 1: "How do black holes work? ELI5"
• Example 2: "Explain the concept of Compound Interest. ELI10"
• Example 3: "What is the difference between a virus and bacteria? ELI5"

Listify

Turns any explanation, narrative, or messy data set into a clean, structured bullet-point list.

• Example 1: "Tell me about the history of the internet. Listify"
• Example 2: "What are the key ingredients and steps for a classic carbonara? Listify"
• Example 3: "Look at my notes and extract all the action items. Listify"

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2. Expanded Toolkit: 20 Power Words for Your Prompts

Modifier	Purpose
Tabulate	Organize the data into a clean table format.
Brainstorm	Generate a wide variety of creative ideas or solutions.
Steel-man	Present the strongest possible version of an opposing argument.
Step-by-step	Break down a process into a logical, sequential order.
Concise	Strip away all "fluff" and deliver the shortest answer possible.
Persona: [X]	Instruct the AI to respond as a specific expert (e.g., "Persona: CEO").
Contrarian	Challenge an idea and find its potential flaws.
Analogize	Explain a concept using a simple, relatable analogy.
Actionable	Focus on practical steps that can be implemented immediately.
Critique	Review a draft and provide constructive feedback for improvement.
Rewrite	Change the wording of a text to improve flow, tone, or clarity.
Deep-dive	Provide an exhaustive, detailed exploration of a specific topic.
No-jargon	Explicitly forbid technical or academic language.
Storytelling	Frame the information within an engaging narrative or story.
Socratic	Don't give the answer; ask questions to guide the user to it.
Checklist	Convert instructions or tasks into a "to-do" list format.
Tone: [X]	Set a specific mood (e.g., "Tone: Professional" or "Tone: Humorous").
Nuanced	Avoid binary answers and explore the "gray areas" of a topic.
Summarize	Condense the main points of a text into a shorter version.
Q&A Style	Present information in a "Question & Answer" format.

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3. Summary & Strategic Insights

Why use these modifiers?

Using these modifiers provides cognitive relief. Instead of spending time manually reformatting or simplifying information, you let the AI do the heavy lifting. It transforms the AI from a simple search engine into a specialized assistant.

In the Workplace

• Efficiency: Use TL;DR and Tabulate to digest reports and compare data in seconds.
• Problem Solving: Use Critique or Steel-man to stress-test your strategies before presenting them to a team.
• Communication: Use Tone: Professional to ensure your emails are polished and clear.

In Your Private Life

• Learning: Use ELI5 to understand everything from taxes to physics without getting a headache.
• Creativity: Use Brainstorm for gift ideas, travel itineraries, or dinner recipes.
• Connection: Use /human to help draft personal letters or social posts that sound like you, not a machine.

Final Thought: Think of these modifiers as "filters." Just as you would use a filter on a camera to get the right shot, use these words to get the right "image" of information. The shorter and more precise your commands, the more accurate your results will be.