prompt-engineering
Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
Unlock the opportunities of the AI era by equipping yourself with the knowledge and skills to harness artificial intelligence effectively.
Related contents:
Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini
A simple, open format for guiding coding agents, used by over 20k open-source projects.
Think of AGENTS.md as a README for agents: a dedicated, predictable place to provide the context and instructions to help AI coding agents work on your project.
Related contents:
AI-powered coding tools are reshaping how we build software, but they're scattered across a mess of configuration files.
This document defines AGENT.md, a standardized format that lets your codebase speak directly to any agentic coding tool.
POML (Prompt Orchestration Markup Language) is a novel markup language designed to bring structure, maintainability, and versatility to advanced prompt engineering for Large Language Models (LLMs). It addresses common challenges in prompt development, such as lack of structure, complex data integration, format sensitivity, and inadequate tooling. POML provides a systematic way to organize prompt components, integrate diverse data types seamlessly, and manage presentation variations, empowering developers to create more sophisticated and reliable LLM applications.
Agents.md Guide for OpenAI Codex
Learn how to use Agents.md files to enhance OpenAI Codex and other AI agents in navigating your codebases, running tests, and adhering to your project's standard practices.
Related contents:
A simple prompt playground to test and share your prompt templates.
A tool for testing, debugging, and refining AI prompts. Supports variables, templates to improve prompt quality and speed up development.
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
The Anthropic Cookbook provides code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate into your own projects.
Related contents:
I made my AI think harder by making it argue with itself repeatedly. It works stupidly well.
CoRT makes AI models recursively think about their responses, generate alternatives, and pick the best one. It's like giving the AI the ability to doubt itself and try again... and again... and again.
Awesome curated collection of GPT-4o images & prompts. Explore diverse AI-generated art styles (Ghibli, 3D, etc.) from OpenAI's latest model.
Crafting Effective Prompts for Agentic AI Systems: Patterns and Practices.
🧠 Curated collection of system prompts for top AI tools. Perfect for AI agent builders and prompt engineers. Incuding: ChatGPT, Claude, Perplexity, Manus, Claude-Code, Loveable, v0, Grok, same new, windsurf, notion, and MetaAI.
Open Source LLM Engineering Platform. Traces, evals, prompt management and metrics to debug and improve your LLM application.
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Related contents:
Prompt Engineering, Evaluation, and Observability for LLM apps.
Your End-to-End Collaborative Open Source End-to-End LLM Engineering Platform. Agenta provides integrated tools for prompt engineering, versioning, evaluation, and observability—all in one place.
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.
A Prompt Manager that focuses on On-Premise and developer experience.
A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.
Prompt optimization scratch. Promptim is an experimental prompt optimization library to help you systematically improve your AI systems.
Promptim automates the process of improving prompts on specific tasks. You provide initial prompt, a dataset, and custom evaluators (and optional human feedback), and promptim runs an optimization loop to produce a refined prompt that aims to outperform the original.
Related contents:
A playbook for effectively prompting post-trained LLMs.
This document is for anyone who would like to get better at prompting post-trained LLMs. We assume that readers have had some basic interactions with some sort of LLM (e.g. Gemini), but we do not assume a rigorous technical understanding.
Prompt design using JSX.
Priompt (priority + prompt) is a JSX-based prompting library. It uses priorities to decide what to include in the context window.
Priompt is an attempt at a prompt design library, inspired by web design libraries like React.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering.
Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs).
BAML is an expressive language for structured text generation. BAML is a domain-specific language to write and test LLM functions.
In BAML, prompts are treated like functions. An LLM function is a prompt template with some defined input variables, and a specific output type like a class, enum, union, optional string, etc.
With BAML you can write and test a complex LLM function in 1/10 of the time it takes to setup a python LLM testing environment.
automatically tests prompt injection attacks on ChatGPT instances.
Prompt injection is a type of security vulnerability that can be exploited to control the behavior of a ChatGPT instance. By injecting malicious prompts into the system, an attacker can force the ChatGPT instance to do unintended actions.
Your Guide to Communicating with Artificial Intelligence.
Learn how to use ChatGPT and other AI tools to accomplish your goals using our free and open source curriculum, designed for all skill levels!
Search prompts for Stable Diffusion, DALL-E & Midjourney. Search millions of art images by AI models like DALL-E, Stable Diffusion, Midjourney...