AI Prompting Notes
- Growthyfai's Community Calls Notes are accessible through a link: https://links.growthyfai.com/daily-ai-notes.
"PAST-FUTURE" Prompting Technique (15 May 2025)
- It is a 2-step technique using contrast for deeper, more creative AI responses.
- It prompts AI to consider what was and what could be.
- It leverages the human understanding of comparisons (before-and-after, then-and-now).
- The technique aims for clearer, richer, and more imaginative outputs.
- It can be used for explaining/teaching, brainstorming/innovation, analyzing progress/change, creating engaging content and comparing different time periods.
Steps to get started
- Step 1: Start with the "PAST."
- Ask the AI to describe a concept, idea, product, or situation as it used to be.
- Keep the description specific and simple.
- Examples:
- "What was remote work like in 2010?"
- "How did people solve this problem before AI?"
- Step 2: Prompt the "FUTURE."
- Ask the AI to project forward and describe how the same thing could evolve, improve, or transform in the future.
- Examples:
- "Now, describe how remote work might look in 2030."
- "How could AI revolutionize this task in the next 5 years?"
- Optional Twist: Add a “Present” bridge to create a full Past → Present → Future arc.
Use Cases:
- 1. Explain or Teach Something
- Use Case: Teaching a complex concept by comparing its early form to its future potential.
- Prompt Example: "What was machine learning like in the early 2000s? How is it today? How is machine learning expected to evolve by 2030?"
- Why It Fits: Learners understand better with context and contrast, teaching both history and future trends, making the topic clearer and more memorable.
- 2. For Brainstorming or Innovation
- Use Case: Generating ideas by contrasting how something used to work with how it could be reimagined.
- Prompt Example: "How were restaurants run before mobile apps and delivery platforms? How is it today? What could the restaurant experience look like in 2035 with robotics and AI?"
- Why It Fits: Contrasting the past with a tech-powered future unlocks innovative thinking and idea generation for entrepreneurs and designers.
- 3. To Analyze Progress or Change
- Use Case: Evaluating how a field, system, or behavior has changed over time.
- Prompt Example: "What was online privacy like before GDPR and modern regulations? How is it today? How might online privacy policies evolve by 2040 in response to global AI use?"
- Why It Fits: This prompt sets up a progress analysis — understanding what changed, why, and what challenges are coming next.
- 4. To Create Engaging Content
- Use Case: Making blog posts, videos, or social content that captures attention through contrast.
- Prompt Example: "Remember how we used to rent movies from Blockbuster in the 90s? Now imagine what entertainment might look like in 2045."
- Why It Fits: Nostalgia + Futurism = high engagement. It triggers emotional memory and curiosity.
- 5. For Comparing Two Time Periods
- Use Case: Highlighting a before-and-after transformation clearly.
- Prompt Example: "How did people search for information before Google (pre-1998)? What's the situation today? How might search work in the era of AI personal assistants in 2035?"
- Why It Fits: A side-by-side time comparison helps people appreciate progress and imagine the future in real, relatable terms.
Why It's Unique:
- Forces AI to explore contrast, evolution, and imagination.
- Leads to more layered, surprising, and creative responses.
ImagePrompt.org (13 May 2025)
- An AI platform designed to convert reference images into detailed, AI-optimized prompts for major AI art generators.
- Simplifies the prompt engineering process, enabling generation of stunning AI art.
Key Features and Highlights:
- Image to Prompt:
- Upload any image and get a detailed prompt describing artistic styles, composition, lighting, colors, and subjects.
- Perfect to recreate or inspire new AI-generated images.
- Magic Enhance:
- Turn simple or “lazy” prompts into rich, detailed AI prompts automatically.
- Enhances the quality and creativity of your image generation.
- AI Image Generator:
- Generate images directly within the platform using the prompts created.
- Eliminates the need to switch between multiple tools.
- AI Describe Image:
- Get detailed descriptions and object recognition from any image.
- Allows to better understand or utilize its content.
- Inspiration Gallery:
- Explore AI-generated images with their exact prompts.
- Helps users learn and get inspired for their own creations.
- Multi-Model Support:
- Choose from various AI image generation models.
- Allows outputs to be tailored according to style preferences.
- Free Account & Easy Access:
- Available for all users
- Who Should Use Prompt Cowboy?
- AI Artists & Designers - Better inputs = better image generations
- Writers & Storytellers - Visual scene-building for stories or comics
- YouTubers & Creators – Get visual inspiration for content ideas
- Students – Improve descriptive writing in essays
- Anyone Using ChatGPT – Improve prompt clarity and depth
Pro Tips
- Use high-quality, clear images for best prompt generation results.
- Customize generated prompts by changing objects or styles to fit vision.
- Experiment with different AI models available on the platform for varied artistic effects.
- Review inspiration prompts to understand how detailed descriptions influence AI art.
Quick Summary:
- ImagePrompt.org is a powerful, all-in-one AI art platform that transforms images into detailed prompts, making AI art creation more accessible, precise, and creative.
- It simplifies the process and accelerates your creative journey, allowing replication of a style, generation of new art, and enhancement of existing prompts.
Prompt Cowboy (12 May 2025)
- A free AI tool to easily improve rough or basic prompts into detailed, high-quality AI prompts—no expert skills needed!
- It Helps to upgrade vague prompts into detailed, visual-rich ones and Improve creativity, tone, and storytelling in prompts
Key Features and Highlights:
- Prompt Enhancement System
- Before (Lazy Prompt): “A warrior standing in a battle”
- After (Upgraded by Prompt Cowboy): “A fierce warrior in shining silver armor stands defiantly amidst a chaotic battlefield, sword raised high, under a stormy red sky…”
- It fills in the creative blanks and brings your idea to life.
- Smart Q&A Prompt Builder
- Asks 3 simple questions to extract clarity from your vague idea:
- What’s the scene or character?
- What’s the mood or environment?
- Any action, pose, or special elements?
- Based on your answers, it generates a ready-to-use, high-quality prompt.
- Structured Prompt Blocks
- Uses a framework to make prompt more thoughtful and complete:
- Situation – What’s happening in the scene?
- Task – What are we trying to show?
- Objective – What impact should it create?
- Knowledge – Extra detail like style, color, vibe, etc.
- This helps your prompt feel intentional, not random.
Who Should Use Prompt Cowboy?
- AI Artists & Designers – Better inputs = better image generations
- Writers & Storytellers – Visual scene-building for stories or comics
- YouTubers & Creators – Get visual inspiration for content ideas
- Students – Improve descriptive writing in essays
- Anyone Using ChatGPT – Improve prompt clarity and depth
Why Prompt Cowboy Stands Out
- Focuses purely on prompt improvement, not just generate AI images
- Helps you learn prompt engineering without technical jargon
- Makes your ideas sound cinematic, poetic, or hyper-realistic — based on your goal
- Speeds up the creative process with structured automation
- A great tool to practice and refine your descriptive skills
Quick Summary:
- Turns ideas that feel basic into detailed and powerful descriptions
- Q&A system to easily improve ideas with just a few clicks
- No writing skills or AI experience needed – it’s beginner-friendly!
- Works great with tools like ChatGPT, Midjourney, DALL·E, and more
- 100% free and no login required – start using it instantly
Quick Fire Round Recap (09 May 2025)
- Share, Learn, and Get Inspired-Discover What’s Working for the Community!
- Friday’s Daily Growth Practice (DGP) was all about fun, fast sharing, and community inspiration with the Quick Fire Round!
How the Quick Fire Round Works:
- Members raise their (Zoom) hand and, one by one, share three things:
- Favorite AI Tool: The tool making the biggest impact for them.
- Use Case: How they’re using it-like graphic design, animation, website building, or personal productivity.
- Results/Achievements: Real outcomes-such as generating high-quality images, animating photos, building websites in minutes, or streamlining daily tasks.
- Community Cheers: As each member shares, everyone celebrates and encourages them, creating a positive and supportive vibe!
- Simple Rules:
- Stick to sharing your tool, use case, and result-no unrelated questions during your turn.
- For other queries, use the dedicated support channels.
- Don’t be shy!
AI Tools Shared by Members:
- Gemini by Google
- Meta AI
- AIxploria
- A2E AI
- LearnXDesign
- Google AI Studio Prompts
- DeepSeek Chat
- There’s An AI For That
- Piclumen
- Leonardo AI
- Digen AI
- Suno
- TopMedia AI
- Gamma App
Real-World Community Highlights:
- Gemini by Google: A multi-purpose AI assistant that helps write emails, summarize docs, code, and boost productivity across Google apps like Docs, Sheets, and Gmail.
- Meta AI: Generates four high-quality, watermark-free images at a time, with optional animation—ideal for content creators and storytellers on Meta platforms.
- AIxploria: A directory of free and premium AI tools—including website builders—that lets anyone build a professional website in 10–15 minutes, no coding needed.
- A2E AI: Creates ultra-realistic AI avatars and talking videos, great for virtual marketing, product try-ons, and educational explainer content.
- LearnXDesign: A platform packed with design-related case studies, research resources, and learning tools for students and professionals in design fields.
- Google AI Studio Prompts: Allows users to build, test, and fine-tune AI prompts to generate better text, making it easier to experiment with model behavior and output.
- DeepSeek Chat: An advanced AI chatbot capable of handling complex research, technical queries, and deep analysis—perfect for students, researchers, and analysts.
- There’s An AI For That: A powerful AI tool search engine that helps you instantly find the best tool for your specific need—from writing to video editing to coding.
- Piclumen: Transforms text and input images into beautiful, AI-enhanced visuals, ideal for marketing, advertising, and creative social content.
- Leonardo AI: A visual creation tool used to design stunning illustrations, comic art, game assets, and more—widely loved by digital artists.
- Digen AI: Helps you brainstorm content ideas and instantly turn them into articles, social media posts, or marketing material using AI.
- Suno: Turns your written ideas or lyrics into full AI-generated songs, background music, or jingles—great for musicians and content creators.
- TopMedia AI: Offers tools like voice cloning, music creation, and text-to-speech that help creators produce high-quality audio and music fast.
- Gamma App: Instantly generates sleek presentations, one-pagers, or websites with structured content and design—no design skills needed.
Why This Session Matters
- Share and discover new, powerful AI tools and real-world applications.
- Get inspired by how others are achieving success and saving time with AI.
- Build confidence by participating and celebrating each other’s wins
Pro Tips for Quick Fire Success:
- Turn on your camera for a more engaging experience
- Be concise: Tool, Use Case, Result.
- For unrelated questions, use the support channel
Akuma AI (08 May 2025)
- Transform Your Sketches into Professional Anime Art with Akuma AI
- Create Stunning, High-Quality Anime Art from Simple Drawings in Real Time!
- Akuma AI is an innovative web-based platform from Japan that allows users to instantly convert simple sketches into professional-level anime art.
- With no need for complex setups or powerful GPUs, Akuma makes high-quality anime art creation accessible to everyone-from hobbyists to professionals.
Key Features & Highlights:
- Real-Time AI Canvas: Draw simple sketches on the canvas and watch Akuma generate detailed anime-style images instantly.
- Custom Model Upload: Upload your own Stable Diffusion models to personalize and enhance your artwork generation.
- High-Quality Image Generation: Generate professional-grade anime art quickly without requiring a high-performance GPU.
- Multi-Language Support: Interface available in multiple languages including Japanese, making it globally accessible.
- Free Generation Credits: New users receive 25 free credits to start creating right away.
- Editing Tools: Undo/redo options, adjustable pen width and opacity, color selection, and the ability to upload reference images to guide AI.
- Commercial Use Rights: Generated artwork can be used commercially, perfect for selling digital products or enhancing creative projects.
- Integrated Character Chat: Create and chat with custom characters via an integrated feature inspired by character.ai.
Who Should Use Akuma AI?
- Artists and hobbyists wanting to elevate their sketches into polished anime art
- Digital content creators looking for unique, high-quality visuals
- Educators and students exploring creative AI tools
- Entrepreneurs and designers aiming to monetize digital art products
Why Akuma AI Stands Out:
- Instant transformation of rough sketches into professional art
- Full control over style and details via prompts and settings
- No installation or expensive hardware needed-fully web-based
- Supports custom AI models for personalized creativity
- Generous free credits and flexible paid plans for heavy users
Loudly.com (07 May 2025)
- Create Custom AI Music Tracks with Loudly: The Ultimate Tool for Content Creators & Musicians
- Generates, Customizes, and Distributes Royalty-Free Music Instantly!
- Loudly.com is a powerful AI music generation platform designed for creators across all levels-from YouTubers and social media influencers to professional musicians.
- Enables users to create fully customizable, royalty-free music tracks that perfectly match the vibe of their content or projects.
Key Features & Highlights:
- AI Music Generation in Seconds
- Easily create complete music tracks by selecting genres, tempo, instruments, key, energy level, and structure. Loudly’s AI generates unique songs tailored to your preferences.
- Two Generation Modes
- Generate music from scratch or upload your own audio samples to remix, extend, or customize them within the platform’s studio.
- Studio Feature for Deep Customization
- Access a full-featured digital studio where you can tweak every element of your track-similar to a professional music production environment.
- Music Distribution Made Easy
- Instantly publish your tracks to major platforms like YouTube, Spotify, TikTok, Apple Music, Twitch, and more with just a click.
- Sample Packs & Music Stems
- Plus subscribers receive sample packs-collections of individual audio components (drums, vocals, etc.)-to remix or build upon.
- 100% Royalty-Free Music
- All generated tracks are royalty-free, so you can use them on any platform without copyright concerns.
- User-Friendly & Beautiful Interface
- Loudly offers an intuitive, visually appealing design that makes music creation accessible and enjoyable.
Who Can Benefit?
- Content Creators: YouTubers, Instagrammers, TikTokers, and others who need custom background music that fits their content’s mood and style.
- Musicians & Producers: Professionals looking for AI-assisted tools to speed up music production or experiment with new sounds.
- Social Media Marketers & Advertisers: Quickly generate unique tracks for ads, reels, and campaigns.
- Anyone Needing Custom Music: From podcasters to app developers, Loudly provides easy access to quality music creation.
Why Loudly Stands Out
- Highly Customizable: Fine-tune every aspect of your track to match your vision.
- Multi-Platform Distribution: Save time by releasing your music simultaneously across all major streaming and social platforms.
- Royalty-Free Guarantee: Use your creations worry-free for commercial or personal projects.
- Continuous Innovation: The platform regularly updates with new features to enhance creativity and efficiency.
The “Role + Goal + Constraint” Prompting Technique (06 May 2025)
- Improves the clarity, actionability, and focus of AI responses by structuring prompts into three parts:
- Role – Assign a relevant identity to the AI: Primes the model to adopt the knowledge, tone, and behavior suitable for the task. (Example: “You are a veteran marketing consultant…”)
- Goal – State what you want to achieve: Gives the AI a clear objective, reducing vagueness in its response. (Example: “…helping a startup increase brand awareness online.”)
- Constraint – Add a boundary or style condition: Narrows the output to your needs and makes it more tailored. (Example: “…Your advice must fit within a $500 budget and be easy to execute in under 2 weeks.”)
Why It Works:
- Role focuses the model's knowledge base and voice.
- Goal gives clarity of purpose.
- Constraint trims irrelevant suggestions and ensures feasibility.
Bonus Tip:
- Create a template: You are a [ROLE] helping with [GOAL]. Your answer must [CONSTRAINT].
Examples: (Role + Goal + Constraint)
- Learning Prompt
- Prompt: "You are a friendly math tutor helping a 10-year-old understand fractions. Use simple language and visual examples only."
- Role: friendly math tutor
- Goal: help understand fractions
- Constraint: simple language, visual examples only
- Coding Prompt
- Prompt: "You are a Python expert helping me create a script to create a puzzle game. Keep it under 20 lines of code and explain each step briefly."
- Role: Python expert
- Goal: rename image files
- Constraint: under 20 lines, brief explanations
- Writing Prompt
- Prompt: "You are a professional resume writer helping me rewrite my work experience section. Keep it concise and achievement-focused."
- Role: resume writer
- Goal: rewrite work experience
- Constraint: concise, focus on achievements
- Marketing Prompt
- Prompt: "You are a social media strategist helping a local bakery get more Instagram engagement. Suggest 3 post ideas using only photos and short captions."
- Role: social media strategist
- Goal: increase Instagram engagement
- Constraint: 3 ideas, photos + short captions only
- Cooking Prompt
- Prompt: "You are a home chef helping me make dinner with only rice, eggs, and spinach. Suggest a quick and tasty recipe in under 15 minutes."
- Role: home chef
- Goal: make dinner with limited ingredients
- Constraint: under 15 minutes