AqwelAI Prompt Hub

A curated library of AI prompts for text, code, image, audio, and multi-modal use cases. Organized by domain with ready-to-use templates, Jupyter notebooks, and short usage notes.

---

Table of contents

• Overview
• Quick start
• Categories
• Repository structure
• Usage
• File formats
• Contributing

---

Overview

Prompt Hub provides 64 subcategories across 9 top-level domains. Each subcategory can include:

• A Jupyter notebook (*-Prompts.ipynb) with 50 prompts, placeholders in [brackets], and a brief “How to use” note per prompt.
• Additional prompts as Markdown (.md) or plain text (.txt) in the same folder.

Copy a prompt into your AI assistant or tool, replace placeholders, and adapt to your task. No runtime dependency beyond the notebooks if you use them in Jupyter.

Audience: Developers, designers, researchers, and content creators who want structured, reusable prompts for LLMs and AI APIs.

---

Quick start

1. Clone or download the repository.
2. Open a category (e.g. Text-Generation, Code-Generation).
3. Open the notebook in a subfolder (e.g. Creative-Writing/Creative-Writing-Prompts.ipynb) or browse .md/.txt files.
4. Copy a prompt into your AI assistant, replace any [placeholders], and run.

Each category README lists subfolders and links to the corresponding notebook.

---

Categories

Category	Description	Subcategories
Text Generation	Creative writing, copywriting, summarization, Q&A, translation, email, chatbots, technical writing	Creative-Writing, Copywriting-Marketing, Summarization-Paraphrasing, QnA-Knowledge, Translation-Language, Email-Letters, Chatbots, Technical-Writing
Code Generation	Programming, debugging, documentation, algorithms, SQL, web dev, automation, APIs, cloud/DevOps	Programming, Debugging-Fixing, Explanation-Documentation, Algorithms, SQL-Database, Web-Dev, Automation-Bots, API-Development, Cloud-DevOps
Image Generation	Digital art, concept/character art, photo enhancement, avatars, styles, memes, 3D, fashion, infographics	Digital-Art, Concept-Character, Photo-Enhancement, Avatars-Portraits, Style-Filters, Memes-Social, 3D-Models, Fashion-Design, Infographics-DataViz
AI & Data Science	Data analysis, ML models, statistics, feature engineering, research automation, LLM fine-tuning, data cleaning, model evaluation	Data-Analysis, ML-Models, Statistics, Feature-Engineering, Research-Automation, LLM-FineTuning, Data-Cleaning, Model-Evaluation
Productivity & Personal	Task management, journaling, study/revision, resume/cover letter, planning/decisions, habits, life coaching	Task-Management, Journaling-Notes, Study-Revision, Resume-CoverLetter, Planning-DecisionMaking, Habit-Tracking, Life-Coaching
Fun & Entertainment	Games, puzzles, quizzes, jokes, storytelling, trivia, creative challenges	Games-Puzzles, Quizzes, Jokes-Humor, Storytelling-Games, Trivia-Challenges, Creative-Challenges
Miscellaneous / Advanced	Prompt engineering, multi-modal, API templates, AI research, reasoning, music/audio, simulations	Prompt-Engineering, Multi-Modal, API-Templates, AI-Research, Advanced-Reasoning, Music-Audio, Simulation-VirtualWorld
Audio & Music	Music composition, sound effects, voice/TTS, podcast scripts, audio editing	Music-Composition, Sound-Effects, Voice-TTS, Podcast-Scripts, Audio-Editing
Business & Marketing	Market research, business plans, customer support, social media, pitch decks	Market-Research, Business-Plans, Customer-Support, Social-Media, Pitch-Decks

---

Repository structure

PromptHub/
├── Text-Generation/
│   ├── Creative-Writing/
│   │   └── Creative-Writing-Prompts.ipynb
│   ├── Copywriting-Marketing/
│   ├── Summarization-Paraphrasing/
│   ├── QnA-Knowledge/
│   ├── Translation-Language/
│   ├── Email-Letters/
│   ├── Chatbots/
│   └── Technical-Writing/
├── Code-Generation/
│   ├── Programming/
│   ├── Debugging-Fixing/
│   ├── Explanation-Documentation/
│   ├── Algorithms/
│   ├── SQL-Database/
│   ├── Web-Dev/
│   ├── Automation-Bots/
│   ├── API-Development/
│   └── Cloud-DevOps/
├── Image-Generation/
│   ├── Digital-Art/
│   ├── Concept-Character/
│   ├── Photo-Enhancement/
│   ├── Avatars-Portraits/
│   ├── Style-Filters/
│   ├── Memes-Social/
│   ├── 3D-Models/
│   ├── Fashion-Design/
│   └── Infographics-DataViz/
├── AI-Data-Science/
│   ├── Data-Analysis/
│   ├── ML-Models/
│   ├── Statistics/
│   ├── Feature-Engineering/
│   ├── Research-Automation/
│   ├── LLM-FineTuning/
│   ├── Data-Cleaning/
│   └── Model-Evaluation/
├── Productivity-Personal/
│   ├── Task-Management/
│   ├── Journaling-Notes/
│   ├── Study-Revision/
│   ├── Resume-CoverLetter/
│   ├── Planning-DecisionMaking/
│   ├── Habit-Tracking/
│   └── Life-Coaching/
├── Fun-Entertainment/
│   ├── Games-Puzzles/
│   ├── Quizzes/
│   ├── Jokes-Humor/
│   ├── Storytelling-Games/
│   ├── Trivia-Challenges/
│   └── Creative-Challenges/
├── Miscellaneous-Advanced/
│   ├── Prompt-Engineering/
│   ├── Multi-Modal/
│   ├── API-Templates/
│   ├── AI-Research/
│   ├── Advanced-Reasoning/
│   ├── Music-Audio/
│   └── Simulation-VirtualWorld/
├── Audio-Music/
│   ├── Music-Composition/
│   ├── Sound-Effects/
│   ├── Voice-TTS/
│   ├── Podcast-Scripts/
│   └── Audio-Editing/
├── Business-Marketing/
│   ├── Market-Research/
│   ├── Business-Plans/
│   ├── Customer-Support/
│   ├── Social-Media/
│   └── Pitch-Decks/
└── README.md

Each subfolder may contain a SubfolderName-Prompts.ipynb notebook (50 prompts) plus any .md or .txt prompt files. See the category README for the exact notebook name and link.

---

Usage

1. Choose a category from the Categories table or the folder tree.
2. Open the category README (e.g. Text-Generation/README.md) for subfolder descriptions and notebook links.
3. Open the notebook or a .md/.txt file in the relevant subfolder.
4. Copy a prompt into your AI assistant (ChatGPT, Claude, API client, etc.).
5. Replace placeholders shown in [brackets] with your values.
6. Run and adjust the prompt as needed for your context.

Prompts are templates: adapt language, length, and constraints to your model and use case.

---

File formats

Format	Use
.ipynb	Jupyter notebook with 50 prompts per subcategory: title, prompt text, and “How to use” in markdown cells. Open in Jupyter, VS Code, or any notebook viewer.
.md	Markdown files for additional prompts or documentation.
.txt	Plain-text prompts.

Add your own prompts as .md, .txt, or .ipynb in the appropriate subfolder.

---

Contributing

Contributions are welcome: new prompts, edits to existing ones, or new subcategories.

• Existing category: Add or edit prompts in the right subfolder; keep the same structure (prompt + optional “How to use”) so notebooks stay consistent.
• New subcategory: Propose a new folder under an existing category (or a new category) via issue or pull request; include a short description and, if applicable, a SubfolderName-Prompts.ipynb following the 50-prompt format used elsewhere.

By contributing, you agree that your submissions may be used under the repository’s license.

---

AqwelAI Prompt Hub — structured prompts for AI-assisted workflows.