Today's Prompt Engineering: Fastest-Growing Projects — September 23, 2026
Today's the Prompt Engineering space, we observe a notable trend towards specialized libraries and cheat sheets designed to optimize AI interactions for specific tasks such as video creation and coding. These resources are not only expanding their feature sets but also gaining traction among developers looking for more efficient ways to engage with artificial intelligence tools. Let's delve into some of the standout projects.
The dsh-prompt-optimizer by WestFox-AwA is a plugin for DSH Web that enhances user input before it reaches AI work systems, ensuring messages are tailored according to context and task complexity. With its impressive growth score of 29.21 and 77 stars, the project demonstrates significant interest from developers seeking to streamline their interactions with AI tools through contextual command generation.
Cinematic Video Prompt Skill, maintained by Rylaispirit, offers a comprehensive cheat sheet for generating high-quality cinematic videos using AI platforms like Veo 3, Kling, Sora, Runway, and Midjourney. This resource includes over 700 terms with Vietnamese explanations, making it an invaluable tool for creators aiming to elevate their video production quality, evident from its growth score of 28.83 and 47 stars.
Awesome-seedance, curated by LearnPrompt, stands out as a verified prompt library for AI videos, featuring more than 460 cases checked against original posts and over 25 copy-ready templates across multiple models. This extensive resource has garnered substantial attention, with a growth score of 28.34 and an impressive 759 stars, reflecting its comprehensive approach to enhancing AI video creation.
Awesome-grokbot, managed by kydlikebtc, provides a bilingual catalog for Grok Bot shares, ensuring every link is status-checked and attributed meticulously. With a growth score of 15.25 and 317 stars, this repository showcases the importance of reliable and well-maintained catalogs in the prompt engineering domain.
Awesome-astra-prompts, curated by TripoGrowthLab, compiles GPT-6 Astra prompts for games, Blender scenes, and interactive worlds across 14 languages. This library is updated twice daily and has attracted a growth score of 15.08 alongside 276 stars, highlighting its relevance in the expanding universe of AI-driven content creation.
Grim-tome, developed by MindGoblinStudios, serves as a prompt spellbook for coding wizards, offering a unique collection of prompts and skills under the guise of a grimoire. With 25 stars and a growth score of 10.83, this project appeals to those who seek inspiration and structured guidance in their AI interactions.
OrcaPromptVault, maintained by Continuum-AI-Corp, is an open archive documenting how AI agents function through system prompts, developer instructions, and tool schemas. Its growth score of 8.25 and 24 stars reflect the growing need for transparency and understanding in AI agent operations.
The oral-paper-skill project, initiated by Adkid-Zephyr, distills best practices from over 883 oral paper abstracts to help researchers improve their work. With a growth score of 7.10 and 232 stars, this resource is gaining popularity among scholars aiming for higher quality research outputs.
Superpowers_Multi_AI, developed by RectangleStory, introduces a modular framework for AI agents, enforcing structured SDLC and context isolation to enhance productivity. Despite having only 100 stars and a growth score of 7.06, its innovative approach to prompt engineering is noteworthy among developers seeking systematic debugging solutions.
Lastly, oh-my-fable, curated by Junhan2, provides a prompting guide for Claude Code skills in multiple languages, enhancing output quality on specific platforms like Opus and Sonnet. This project's growth score of 6.40 and 56 stars indicate its growing influence among users looking to refine their AI interaction methodologies.
These projects collectively underscore the evolving landscape of prompt engineering, where specialized tools and comprehensive libraries are becoming increasingly vital for optimizing interactions with artificial intelligence systems across various domains.
The dsh-prompt-optimizer by WestFox-AwA is a plugin for DSH Web that enhances user input before it reaches AI work systems, ensuring messages are tailored according to context and task complexity. With its impressive growth score of 29.21 and 77 stars, the project demonstrates significant interest from developers seeking to streamline their interactions with AI tools through contextual command generation.
Cinematic Video Prompt Skill, maintained by Rylaispirit, offers a comprehensive cheat sheet for generating high-quality cinematic videos using AI platforms like Veo 3, Kling, Sora, Runway, and Midjourney. This resource includes over 700 terms with Vietnamese explanations, making it an invaluable tool for creators aiming to elevate their video production quality, evident from its growth score of 28.83 and 47 stars.
Awesome-seedance, curated by LearnPrompt, stands out as a verified prompt library for AI videos, featuring more than 460 cases checked against original posts and over 25 copy-ready templates across multiple models. This extensive resource has garnered substantial attention, with a growth score of 28.34 and an impressive 759 stars, reflecting its comprehensive approach to enhancing AI video creation.
Awesome-grokbot, managed by kydlikebtc, provides a bilingual catalog for Grok Bot shares, ensuring every link is status-checked and attributed meticulously. With a growth score of 15.25 and 317 stars, this repository showcases the importance of reliable and well-maintained catalogs in the prompt engineering domain.
Awesome-astra-prompts, curated by TripoGrowthLab, compiles GPT-6 Astra prompts for games, Blender scenes, and interactive worlds across 14 languages. This library is updated twice daily and has attracted a growth score of 15.08 alongside 276 stars, highlighting its relevance in the expanding universe of AI-driven content creation.
Grim-tome, developed by MindGoblinStudios, serves as a prompt spellbook for coding wizards, offering a unique collection of prompts and skills under the guise of a grimoire. With 25 stars and a growth score of 10.83, this project appeals to those who seek inspiration and structured guidance in their AI interactions.
OrcaPromptVault, maintained by Continuum-AI-Corp, is an open archive documenting how AI agents function through system prompts, developer instructions, and tool schemas. Its growth score of 8.25 and 24 stars reflect the growing need for transparency and understanding in AI agent operations.
The oral-paper-skill project, initiated by Adkid-Zephyr, distills best practices from over 883 oral paper abstracts to help researchers improve their work. With a growth score of 7.10 and 232 stars, this resource is gaining popularity among scholars aiming for higher quality research outputs.
Superpowers_Multi_AI, developed by RectangleStory, introduces a modular framework for AI agents, enforcing structured SDLC and context isolation to enhance productivity. Despite having only 100 stars and a growth score of 7.06, its innovative approach to prompt engineering is noteworthy among developers seeking systematic debugging solutions.
Lastly, oh-my-fable, curated by Junhan2, provides a prompting guide for Claude Code skills in multiple languages, enhancing output quality on specific platforms like Opus and Sonnet. This project's growth score of 6.40 and 56 stars indicate its growing influence among users looking to refine their AI interaction methodologies.
These projects collectively underscore the evolving landscape of prompt engineering, where specialized tools and comprehensive libraries are becoming increasingly vital for optimizing interactions with artificial intelligence systems across various domains.