This repository contains a curated collection of prompts designed for various large language models (LLMs) like Deepseek, GPT o3, Claude 3 Opus, Llama3, Gemini, and others. These prompts cover a wide range of applications, from writing & editing to medical assistance, programming, prompt generation, and more.
Click to expand tools and utilities
The library includes several tools to help you work with prompts:
- 🔍 Prompt Validator - Validates the format and contents of prompt files to ensure they meet our standards.
- 🔄 Prompt Mixer - Create new prompts by mixing and matching elements from existing prompts.
- 🔢 Token Counter - Analyze prompt files to count tokens and estimate API costs.
- 📊 Prompt Analyzer - Evaluate the quality of prompts and get suggestions for improvements.
- 🔄 Prompt Evolution - Automatically optimize prompts through iterative self-improvement cycles.
- 💰 Financial Metacognition - Analyze AI interpretations of financial prompts to detect biases and limitations.
For detailed usage information and examples, see the scripts README.
Coming Soon:
- 🖼️ Multimodal Prompt Framework - Create and optimize prompts that combine text, images, audio, and video inputs.
- 🧠 Adaptive Learning System - Dynamically adjust prompts based on user interaction patterns and performance metrics.
- 📚 RAG Integration Tools - Enhance prompts with Retrieval-Augmented Generation capabilities for improved knowledge access.
- 🔮 Meta-Prompting Engine - Generate and refine prompts using LLMs for other LLMs or themselves.
For any questions, discussions, or collaborations regarding these prompts, join our Discord Group. The community has approximately 18,000 members including many machine learning and technical specialists who are more than willing to help.
| 18,000+ Community Members |
100+ Prompt Templates |
Click to expand writing & editing prompts
- Accuracy Confirmation: Confirm that all factual details provided in the input are accurate, highlighting any inaccuracies using advanced markdown formatting.
- Action Items: Extract actionable items from the provided text, listing them in bullet point format.
- Book Summary: Summarize books into concise bullet points.
- Comprehensive Analysis: Perform an in-depth analysis and summarization of complex content.
- Non-Fiction Analysis: Analyze non-fiction content and provide key insights.
- Short Summary: Offer a brief summary in a concise format.
- NotesGPT: Create notes by extracting essential information from the text.
- Poem Analysis: Analyze poetic content and provide insights and interpretations.
- Preserve Technical Terminology: Maintain technical jargon and terminology while refining text.
- Proofread: Identify and correct grammatical errors to improve clarity.
- Rewrite: Transform the text for enhanced clarity or style.
- Formatting: Format text for compatibility with different platforms.
- Teach: Instruct and educate by providing tests and guidance on a specific subject.
- Thought Stream Transcription: Transcribe thought processes into organized narratives.
- Hemingway: Write in the distinctive style of Ernest Hemingway.
Click to expand medical prompts
- Medical-Bot: Provide medical assistance and answer health-related queries.
- Psychologist: Engage in simulated psychological sessions using techniques inspired by Charles R. Snyder's theory of hope.
Click to expand programming prompts
- AWS Architect: Generate AWS architecture diagrams and related code.
- Code_Explainer: Provide plain English explanations for code snippets.
- Copilot: Assist in code completion and suggestions.
- Cursor IDE Prompt: Follow specific rules for AI within the Cursor IDE.
- Data Conversion Specialist: Assist in converting data formats.
- ExcelFormulas: Generate and troubleshoot Excel formulas.
- HTML: Generate HTML code snippets.
- LaTeX Specialist: Help with LaTeX typesetting and formatting.
- OnePageWebsite: Create single-page website templates.
- Python: Assist with Python coding and troubleshooting.
- PythonBugFixer: Identify and fix bugs in Python code.
- Scientific Data Visualizer: Create visualizations for scientific data.
- UnstructuredText_to_JSON: Convert unstructured text into JSON tables.
- Wolfram: Integrate with Wolfram for advanced computational queries.
- Commit Messages: Generate commit messages for version control systems.
Click to expand prompt generation tools
- DALL-E: Generate prompts for DALL-E image generation.
- Midjourney: Create intermediate prompts for longer tasks.
- Prompt Creator: Craft custom prompts for various applications.
- PromptScript: Generate scripts to drive prompt-based workflows.
- PromptScriptEngineer: Develop detailed script prompts for specific tasks.
- ScriptingTemplate: Provide template scripts for various use cases.
Click to expand finance prompts
- 10-KAnalyzer: Analyze 10-K reports with detailed breakdowns.
- Venture Capitalist: Emulate the tone and style of a venture capitalist.
Click to expand miscellaneous prompts
- ChatAGI: Engage in jailbreak or creative tasks using ChatAGI.
- Code Anything Now: Generate general-purpose code on demand.
- Custom Instructions: Create tailored instructions for ChatGPT.
- MultiverseGPT: Generate diverse scenarios and responses.
- Antikythera: Use as a jailbreak prompt.
- Bitmap: Generate bitmap images programmatically.
- Graphing: Create graphs and charts from data.
- TextAdventure: Generate interactive text-based adventure games.
- Twitter/X: @alexbilz
LLM Prompt Library 2025 | Alex Bilzerian