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‎README.md‎

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![alt text](promptlib.webp)
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## Table of Contents
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- [About This Prompt Collection](#about-this-prompt-collection)
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- [N8N Workflow For Updating Repo From Form](#n8n-workflow-for-updating-repo-from-form)
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- [Depersonalisation (Notes)](#depersonalisation-notes)
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- [Point In Time Exports](#point-in-time-exports)
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- [Changelog](#changelog)
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- [Formats](#formats)
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- [Data Structure](#data-structure)
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- [Repository Contents](#repository-contents)
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- [JSON Data Dictionary](#json-data-dictionary)
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- [Related Repositories](#related-repositories)
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- [System Prompt Index](#system-prompt-index)
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## About This Prompt Collection
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This repository contains an evolving index of system prompts for AI agents and assistants that I've been developing since the summer of 2024.
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- Check if open source = okay. If so proceed with this workflow
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- Truncated JSON goes to JSON branch here
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- JSON gets sent to agent who converts it into a more descriptive model card. This goes into the markdown branch
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---
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## Depersonalisation
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## Depersonalisation (Notes)
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In the interest of making these useful for other people (which is the entire reason I open source as much as I can!) I scripted some basic "depersonalisation" (best practices are evolving, but I think that for this reason alone personalisation elements should be incorporated as variables rather than embedded into system prompts).
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If you encounter any references to "Daniel" (or Jerusalem or Linux) that my cleanup scripts missed, however, just replace with "the user" or your name in your own implementations
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Personalisation elements that I include in SPs tend to follow patterns that should be fairly easy to script around:
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- "The user, Daniel."
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- "Daniel lives in Jerusalem."
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- "Daniel uses Linux"
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(Etc)
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---
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## Point In Time Exports
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I periodically export lightly cleaned versions of the consolidated system prompt file.
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I periodically export lightly cleaned versions of the consolidated system prompt file to Github (releases) and Hugging Face (datasets).
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These are listed in `exports.md`. The latest is:
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[![Hugging Face Dataset - 2025-03-08](https://img.shields.io/badge/🤗%20Hugging%20Face-2025--03--08-yellow?style=for-the-badge&logo=huggingface)](https://huggingface.co/datasets/danielrosehill/System-Prompt-Library-030825)
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---
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## Changelog
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- 27/08/25: Markdown files are now generated via an AI agent which processes the JSON and generates a custom model card
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---
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## Formats
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These prompts are mostly now populated from an N8N workflow.
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### Text Transformation & Processing
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| Repository | Badges | Description |
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|------------|--------|-------------|
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| [Text-Transformation-Prompt-Library](https://github.com/danielrosehill/Text-Transformation-Prompt-Library) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Text-Transformation-Prompt-Library?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Text-Transformation-Prompt-Library?style=flat-square) | Text transformation prompts (version 1) |
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| [Text-Transformation-Prompt-Collection-2](https://github.com/danielrosehill/Text-Transformation-Prompt-Collection-2) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Text-Transformation-Prompt-Collection-2?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Text-Transformation-Prompt-Collection-2?style=flat-square) | Text transformation prompts (version 2) |
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| [Text-Transformation-Prompt-Combiner](https://github.com/danielrosehill/Text-Transformation-Prompt-Combiner) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Text-Transformation-Prompt-Combiner?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Text-Transformation-Prompt-Combiner?style=flat-square) | Text transformation prompt builder |
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| [AI-Text-Rewriting-Toolbox](https://github.com/danielrosehill/AI-Text-Rewriting-Toolbox) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/AI-Text-Rewriting-Toolbox?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/AI-Text-Rewriting-Toolbox?style=flat-square) | AI text rewriting toolbox |
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| Repository | Description |
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|------------|-------------|
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| [Text-Transformation-Prompt-Library](https://github.com/danielrosehill/Text-Transformation-Prompt-Library) | Text transformation prompts (version 1) |
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| [Text-Transformation-Prompt-Collection-2](https://github.com/danielrosehill/Text-Transformation-Prompt-Collection-2) | Text transformation prompts (version 2) |
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| [Text-Transformation-Prompt-Combiner](https://github.com/danielrosehill/Text-Transformation-Prompt-Combiner) | Text transformation prompt builder |
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| [AI-Text-Rewriting-Toolbox](https://github.com/danielrosehill/AI-Text-Rewriting-Toolbox) | AI text rewriting toolbox |
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### Speech-to-Text & Audio Processing
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| Repository | Badges | Description |
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|------------|--------|-------------|
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| [Speech-To-Text-System-Prompt-Library](https://github.com/danielrosehill/Speech-To-Text-System-Prompt-Library) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Speech-To-Text-System-Prompt-Library?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Speech-To-Text-System-Prompt-Library?style=flat-square) | Speech-to-text system prompts |
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| [Audiopenai-Edit-Prompts](https://github.com/danielrosehill/Audiopenai-Edit-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Audiopenai-Edit-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Audiopenai-Edit-Prompts?style=flat-square) | Audio editing prompts for OpenAI |
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| [STT-Basic-Cleanup-System-Prompt](https://github.com/danielrosehill/STT-Basic-Cleanup-System-Prompt) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/STT-Basic-Cleanup-System-Prompt?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/STT-Basic-Cleanup-System-Prompt?style=flat-square) | Basic STT cleanup prompt |
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| Repository | Description |
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|------------|-------------|
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| [Speech-To-Text-System-Prompt-Library](https://github.com/danielrosehill/Speech-To-Text-System-Prompt-Library) | Speech-to-text system prompts |
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| [Audiopenai-Edit-Prompts](https://github.com/danielrosehill/Audiopenai-Edit-Prompts) | Audio editing prompts for OpenAI |
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| [STT-Basic-Cleanup-System-Prompt](https://github.com/danielrosehill/STT-Basic-Cleanup-System-Prompt) | Basic STT cleanup prompt |
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### Domain-Specific Prompt Libraries
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| Repository | Badges | Description |
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|------------|--------|-------------|
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| [Careers-Utilities-System-Prompts](https://github.com/danielrosehill/Careers-Utilities-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Careers-Utilities-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Careers-Utilities-System-Prompts?style=flat-square) | Career utilities system prompts |
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| [Geopolitical-Analysis-System-Prompts](https://github.com/danielrosehill/Geopolitical-Analysis-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Geopolitical-Analysis-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Geopolitical-Analysis-System-Prompts?style=flat-square) | Geopolitical analysis prompts |
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| [Linux-Related-System-Prompts](https://github.com/danielrosehill/Linux-Related-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Linux-Related-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Linux-Related-System-Prompts?style=flat-square) | Linux-related system prompts |
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| [Email-Management-System-Prompts](https://github.com/danielrosehill/Email-Management-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Email-Management-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Email-Management-System-Prompts?style=flat-square) | Email management system prompts |
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| [Research-System-Prompts](https://github.com/danielrosehill/Research-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Research-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Research-System-Prompts?style=flat-square) | Research system prompts |
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| [Home-Inventory-AI-Assistants](https://github.com/danielrosehill/Home-Inventory-AI-Assistants) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Home-Inventory-AI-Assistants?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Home-Inventory-AI-Assistants?style=flat-square) | Home inventory helper prompts |
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| Repository | Description |
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|------------|-------------|
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| [Careers-Utilities-System-Prompts](https://github.com/danielrosehill/Careers-Utilities-System-Prompts) | Career utilities system prompts |
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| [Geopolitical-Analysis-System-Prompts](https://github.com/danielrosehill/Geopolitical-Analysis-System-Prompts) | Geopolitical analysis prompts |
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| [Linux-Related-System-Prompts](https://github.com/danielrosehill/Linux-Related-System-Prompts) | Linux-related system prompts |
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| [Email-Management-System-Prompts](https://github.com/danielrosehill/Email-Management-System-Prompts) | Email management system prompts |
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| [Research-System-Prompts](https://github.com/danielrosehill/Research-System-Prompts) | Research system prompts |
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| [Home-Inventory-AI-Assistants](https://github.com/danielrosehill/Home-Inventory-AI-Assistants) | Home inventory helper prompts |
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### Data & Development Utilities
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| Repository | Badges | Description |
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|------------|--------|-------------|
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| [Data-Utilities-System-Prompts](https://github.com/danielrosehill/Data-Utilities-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Data-Utilities-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Data-Utilities-System-Prompts?style=flat-square) | Data utilities system prompts |
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| [Fun-LLM-Data-Prompts](https://github.com/danielrosehill/Fun-LLM-Data-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Fun-LLM-Data-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Fun-LLM-Data-Prompts?style=flat-square) | Fun LLM data prompts |
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| [AI-Dev-Prompts-Example](https://github.com/danielrosehill/AI-Dev-Prompts-Example) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/AI-Dev-Prompts-Example?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/AI-Dev-Prompts-Example?style=flat-square) | Sample development prompts |
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| [RooCode-Mode-Prompts](https://github.com/danielrosehill/RooCode-Mode-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/RooCode-Mode-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/RooCode-Mode-Prompts?style=flat-square) | RooCode mode prompts |
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| Repository | Description |
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|------------|-------------|
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| [Data-Utilities-System-Prompts](https://github.com/danielrosehill/Data-Utilities-System-Prompts) | Data utilities system prompts |
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| [Fun-LLM-Data-Prompts](https://github.com/danielrosehill/Fun-LLM-Data-Prompts) | Fun LLM data prompts |
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| [AI-Dev-Prompts-Example](https://github.com/danielrosehill/AI-Dev-Prompts-Example) | Sample development prompts |
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| [RooCode-Mode-Prompts](https://github.com/danielrosehill/RooCode-Mode-Prompts) | RooCode mode prompts |
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### AI & LLM Utilities
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| Repository | Badges | Description |
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| [AI-Orchestration-System-Prompts](https://github.com/danielrosehill/AI-Orchestration-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/AI-Orchestration-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/AI-Orchestration-System-Prompts?style=flat-square) | AI orchestration system prompts |
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| [Structured-Gemini-Prompts](https://github.com/danielrosehill/Structured-Gemini-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Structured-Gemini-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Structured-Gemini-Prompts?style=flat-square) | Structured Gemini prompts |
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| [LLM-Evaluation-Prompts](https://github.com/danielrosehill/LLM-Evaluation-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/LLM-Evaluation-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/LLM-Evaluation-Prompts?style=flat-square) | LLM evaluation prompts |
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| [System-Prompt-Generation-Configurations](https://github.com/danielrosehill/System-Prompt-Generation-Configurations) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/System-Prompt-Generation-Configurations?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/System-Prompt-Generation-Configurations?style=flat-square) | AI prompt editing utilities |
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| Repository | Description |
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|------------|-------------|
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| [AI-Orchestration-System-Prompts](https://github.com/danielrosehill/AI-Orchestration-System-Prompts) | AI orchestration system prompts |
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| [Structured-Gemini-Prompts](https://github.com/danielrosehill/Structured-Gemini-Prompts) | Structured Gemini prompts |
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| [LLM-Evaluation-Prompts](https://github.com/danielrosehill/LLM-Evaluation-Prompts) | LLM evaluation prompts |
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| [System-Prompt-Generation-Configurations](https://github.com/danielrosehill/System-Prompt-Generation-Configurations) | AI prompt editing utilities |
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### General & Stylistic Prompts
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| Repository | Badges | Description |
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| [General-System-Prompts](https://github.com/danielrosehill/General-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/General-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/General-System-Prompts?style=flat-square) | General purpose system prompts |
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| [ChatGPT-Stylistic-System-Prompts](https://github.com/danielrosehill/ChatGPT-Stylistic-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/ChatGPT-Stylistic-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/ChatGPT-Stylistic-System-Prompts?style=flat-square) | Stylistic system prompts for ChatGPT |
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| [Pseudobot-System-Prompts](https://github.com/danielrosehill/Pseudobot-System-Prompts) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Pseudobot-System-Prompts?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Pseudobot-System-Prompts?style=flat-square) | Pseudobot system prompts |
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| Repository | Description |
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|------------|-------------|
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| [General-System-Prompts](https://github.com/danielrosehill/General-System-Prompts) | General purpose system prompts |
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| [ChatGPT-Stylistic-System-Prompts](https://github.com/danielrosehill/ChatGPT-Stylistic-System-Prompts) | Stylistic system prompts for ChatGPT |
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| [Pseudobot-System-Prompts](https://github.com/danielrosehill/Pseudobot-System-Prompts) | Pseudobot system prompts |
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### Collections & Indexes
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| Repository | Badges | Description |
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| [My-Prompt-Libraries](https://github.com/danielrosehill/My-Prompt-Libraries) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/My-Prompt-Libraries?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/My-Prompt-Libraries?style=flat-square) | Prompt library index |
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| [Prompt-Snippet-Library](https://github.com/danielrosehill/Prompt-Snippet-Library) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Prompt-Snippet-Library?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Prompt-Snippet-Library?style=flat-square) | Prompt snippets collection |
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| Repository | Description |
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|------------|-------------|
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| [My-Prompt-Libraries](https://github.com/danielrosehill/My-Prompt-Libraries) | Prompt library index |
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| [Prompt-Snippet-Library](https://github.com/danielrosehill/Prompt-Snippet-Library) | Prompt snippets collection |
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### Individual Prompts & Fun Projects
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| Repository | Badges | Description |
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| [No-BS-AI-System-Prompt](https://github.com/danielrosehill/No-BS-AI-System-Prompt) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/No-BS-AI-System-Prompt?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/No-BS-AI-System-Prompt?style=flat-square) | No-BS AI system prompt |
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| [Shakespearean-Text-Generators](https://github.com/danielrosehill/Shakespearean-Text-Generators) | ![GitHub stars](https://img.shields.io/github/stars/danielrosehill/Shakespearean-Text-Generators?style=flat-square) ![GitHub last commit](https://img.shields.io/github/last-commit/danielrosehill/Shakespearean-Text-Generators?style=flat-square) | Shakespearean text generators |
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| Repository | Description |
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|------------|-------------|
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| [No-BS-AI-System-Prompt](https://github.com/danielrosehill/No-BS-AI-System-Prompt) | No-BS AI system prompt |
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| [Shakespearean-Text-Generators](https://github.com/danielrosehill/Shakespearean-Text-Generators) | Shakespearean text generators |
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