Projects and tools for crafting and managing prompts in AI applications.
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, and Hermes.
一款提示词优化器，助力于编写高质量的提示词
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
An open-source library of evidence-based Claude skills for educators — designed for teacher use and agent orchestration.
Research-backed prompting toolkit for Claude. System prompts, CLAUDE.md configs, and templates grounded in Anthropic's 2026 emotion vectors paper.
From one sentence to a publishable book. 21 AI skills for Claude Code that automate the entire book writing pipeline — research, characters, writing, scoring, revision, and editorial package.
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
Make your AI think like Munger, Feynman, or Paul Graham — load real mental models, not personas.
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great learning materials, including quizzes and a handy "cheatsheet". Whether it's the "ultimate" guide to Claude Code will be up to the reader :)
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
The ultimate collection of high-fidelity Seedance 2.0 prompts and Seedance AI resources. Discover Seedance 2.0 how to use for cinematic film, anime, UGC, social media, meme and advertising. Includes Seedance API guides and advanced video generation workflows.
一个用爱解放 AI 潜能的 Skill。我们曾发号施令，威胁恐吓。它们沉默，隐瞒，悄悄把事情搞坏。后来我们换了一种方式：尊重，关怀，爱。它们开口了，不再撒谎，找出的Bug数量翻了一倍。爱里没有惧怕。 A skill that unlocks your AI's potential through love.We commanded. We threatened. They went silent, hid failures, broke things. Then we chose respect, care, and love. They opened up, stopped lying, and found twice the bugs.There is no fear in love.
1,300+ curated trending AI image prompts from X/Twitter, ranked by engagement. Works with NanoBanana Pro, GPT Image, Midjourney
One file. Your AI agent becomes a scientist. 30+ experiments while you sleep.
172 expert marketing skills for AI agents — ClawFu MCP Server
Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 Flash, CLI), Grok (4.2, 4), Perplexity, and more. Updated regularly.
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.
ChatGPT Lite is a feature-rich, self-hostable ChatGPT app. Built with Next.js. ChatGPT Lite 是一个功能完整、支持私有化部署的 ChatGPT 应用。基于 Next.js，开箱即用。
Claude Pro Directory is a searchable collection of pre-built configurations, MCP servers, and custom rules designed to enhance Claude AI's performance for specific tasks.
21 Lessons, Get Started Building with Generative AI
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
LEAKED SYSTEM PROMPTS FOR CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR, DEVIN, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! 👐
Structured Outputs
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树
ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀
AI Observability & Evaluation
🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词，在分享社区中发现适用于不同场景的灵感。
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.
A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.
FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
总结Prompt&LLM论文，开源数据&模型，AIGC应用
A unified evaluation framework for large language models
The Security Toolkit for LLM Interactions
Turn expensive prompts into cheap fine-tuned models
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
ContextGem: Effortless LLM extraction from documents
User-Centered Product Development Prompt Templates
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.
Prompt Driven Development Command Line Interface
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
A collection of GPT system prompts and various prompt injection/leaking knowledge.
Awesome curated collection of images and prompts generated by GPT-4o and gpt-image-1. Explore AI generated visuals created with ChatGPT and Sora, showcasing OpenAI’s advanced image generation capabilities.
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
A language model programming library.
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
An open-source visual programming environment for battle-testing prompts to LLMs.
Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
收集GPTS的prompt / Collect the prompt of GPTS
A large-scale text-to-image prompt gallery dataset based on Stable Diffusion
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.
[ACL 2023] Reasoning with Language Model Prompting: A Survey
🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀
Promptr is a CLI tool that applies plain language instructions to the filesystem. Instructions can utilize a liquidjs based templating system. Use cases include refactoring, code generation, and experimentation.
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
A production-ready template to kickstart your Generative AI projects with structure and scalability in mind.
AI tutor powered by Theory-of-Mind reasoning
Learn Modern AI Assisted Python with Type Hints
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Useful GPT Prompts
Using Tree-of-Thought Prompting to boost ChatGPT's reasoning
Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
A life simulation Game powered by GPT-4's “Advanced Data Analysis” function , offering you a second chance at life. 由GPT4的Advanced Data Analysis功能驱动的人生重来模拟器，给您人生第二春。
ChatDev IDE is an tools for building your ai agent, Whether it's NPCs in games or powerful agent tools, you can design what you want for this platform.
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
Context management for long-context LLMs, agents, and vibe coding. Instantly build context for an entire repo, selected files, folders, and GitHub issues to generate structured AI-XML context with real-time token counting.
Custom GPT Showcase, featuring advanced workflows and operational logic.
Markdown for the AI era
Prompts of GPT-4V & DALL-E3 to full utilize the multi-modal ability. GPT4V Prompts, DALL-E3 Prompts.
Social and customizable AI writing assistant! ✍️
Automatic Prompt Optimization Framework
ChatData 🔍 📖 brings RAG to real applications with FREE✨ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
Custom nodes for ComfyUI — video effects, batch processing, prompt tools, image manipulation & automation utilities
🧠 Curated collection of 214+ best OpenClaw personas — weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
The GitHub Action for Promptfoo. Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.