What each tool is actually for, described plainly. No ratings, no scores, no invented benchmarks.
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
Written mainly in TypeScript. Released under the Apache-2.0 licence.
ChatGPT and Bing AI prompt curation
Released under the CC0-1.0 licence. The repository is archived and is no longer maintained.
Stop writing prompts from scratch — a searchable prompt library for ChatGPT, Claude, Gemini and Cursor · Русский 한국어 العربية हिन्दी ไทย ｜ 别再从头写提示词：现成的拿来就用，好用的收进自己的库
Written mainly in TypeScript. Released under the MIT licence.
This repository contains a collection of the best system prompts for ChatGPT, a conversational AI model developed by OpenAI.
Released under the MIT licence.
leaked prompts of GPTs
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
Written mainly in Jupyter Notebook.
A playground of highly experimental prompts, Jinja2 templates & scripts for machine intelligence models from OpenAI, Anthropic, DeepSeek, Meta, Mistral, Google, xAI & others. Author: Alex Bilzerian (2022-present).
Written mainly in Jinja. Released under the MIT licence.
Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!
Written mainly in CSS.
A reference containing Styles and Keywords that you can use with MidJourney AI. There are also pages showing resolution comparison, image weights, and much more!
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Written mainly in MDX. Released under the MIT licence.
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
Written mainly in Jupyter Notebook.
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
Released under the MIT licence.
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
Released under the MIT licence.
This repo includes Claude prompt curation to use Claude better.
😎 Awesome list of tools and projects with the awesome LangChain framework
Released under the CC0-1.0 licence.
DSPy: The framework for programming—not prompting—language models
Written mainly in Python. Released under the MIT licence.
Collection of leaked system prompts
Examples and guides for using the OpenAI API
Written mainly in Jupyter Notebook. Released under the MIT licence.
A library for helping developers craft prompts for Large Language Models
Written mainly in TypeScript. Released under the MIT licence. The repository is archived and is no longer maintained.
Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
Released under the MIT licence.
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
Written mainly in HTML.
FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
Released under the GPL-3.0 licence.
Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.
Written mainly in JavaScript. Released under the CC0-1.0 licence.