Awesome-Prompt-Engineering and awesome-automated-prompt-engineering
The two tools are complementary in the field of prompt engineering, with the first (A) serving as a broad, hand-curated resource repository for general prompt engineering concepts and the second (B) providing a specialized hub specifically for tools and services focused on the *automated* aspect of prompt engineering.
About Awesome-Prompt-Engineering
promptslab/Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
Organized by research area (reasoning, in-context learning, multimodal, agent systems) and practical tools (prompt management, LLM evaluation, agent frameworks), this collection spans 1,500+ papers with a taxonomy of 58+ prompting techniques alongside benchmarks, open-source implementations, and provider documentation. It bridges theory and practice by pairing foundational research with evaluation frameworks, red-teaming resources, and code repositories for prompt optimization, compression, and security testing.
About awesome-automated-prompt-engineering
The-Swarm-Corporation/awesome-automated-prompt-engineering
This repository serves as a central hub for discovering tools and services focused on automated prompt engineering. Whether you're looking to optimize your prompts for generative AI models or enhance the capabilities of your agents, you'll find a wide range of resources here.
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