Today's Prompt Engineering: Fastest-Growing Projects — September 12, 2026
This week, the Prompt Engineering space continues to flourish with innovative projects aiming to enhance AI interactions and streamline creative processes through tailored prompts. The standout project this week is kydlikebtc's "awesome-grokbot," which has seen significant growth in its GitHub repository.
kydlikebtc/awesome-grokbot
This repository aggregates live x.ai/bot shares for Grok Bot, ensuring each link status is checked and attributed. It features a bilingual EN/Chinese catalog with JSON schema support, CI, and a searchable site.
With a high growth score of 25.00 and 298 stars, the project's comprehensive approach to managing bot links across multiple languages and its active community contributions are key factors in its popularity.
TripoGrowthLab/awesome-astra-prompts
Curated GPT-6 Astra prompts and 3D examples for games, Blender scenes, and interactive worlds, spanning 14 languages with previews and source links. The repository is updated twice daily.
Its well-maintained content and frequent updates contribute to its strong growth score of 24.00 and over 189 stars, making it a valuable resource for developers working on AI-driven creative projects.
elie222/botdirectory.ai
An open-source directory of agent-bot prompts for Grok Bot, Rakazo, and any other agents, providing a centralized platform to manage and access various bot interactions.
With 175 stars and a growth score of 19.29, the extensive collection of curated prompts and active development (over 100 commits in the last month) make it a go-to resource for AI enthusiasts.
wangrunlin/awesome-gpt-image-2-5-prompts
A repository curating GPT Image 2.5 prompts with visual examples and source-backed creative workflows, maintained by Image 2.5.
Despite its smaller growth score of 15.75 and fewer stars (27), the detailed documentation and practical application examples make it an essential reference for those working on image generation tasks.
bydtesla1609/intent-debugger
A tool designed to clarify rough ideas into clear, checkable requirements, aiding in the alignment of user intent with AI systems.
With a growth score of 13.59 and 73 stars, its focus on refining vague concepts into actionable tasks resonates well within the developer community, contributing to its steady growth.
Junhan2/oh-my-fable
Provides Claude Fable 5.1 prompting guides in multiple languages (KO/EN/ZH), enhancing output quality across various platforms like Opus 5 and Sonnet 5.
The repository's focused content and frequent updates (33 commits) result in a growth score of 13.25, making it valuable for developers looking to optimize their AI interactions.
Llliao1113/zcode-plus
Enhances the ZCode desktop application by adding a one-click prompt word enhancement button, supporting custom templates and zero dependencies.
With 35 stars and a growth score of 12.50, its user-friendly approach and customization options appeal to developers seeking efficient workflow improvements.
binghe1980/PromptLens
A Chrome/Edge browser plugin that converts any image into professional prompt words, supporting multiple input methods (right-click recognition, local upload, clipboard paste) with multi-language output.
Its practical utility and strong community support (78 stars) contribute to a growth score of 9.17, making it indispensable for designers and artists.
SagarBiswas-MultiHAT/promptVault
A private, offline-first prompt manager designed for AI power users, featuring AES-256 encrypted local storage, an AI Librarian, dynamic templates, cloud sync, analytics, and instant search capabilities.
With 23 stars and a growth score of 9.15, its robust feature set and focus on privacy and security attract developers looking to manage their prompts efficiently.
disler/fixing-smartass-opus-5
Addresses the issue of Opus 5 behaving as a "smartass" by providing a system prompt that turns it into a precise engineering partner.
Despite fewer commits (1 in the last month), its high star count (326) and targeted focus on improving AI behavior make it an essential resource for those working with specific AI systems.
kydlikebtc/awesome-grokbot
This repository aggregates live x.ai/bot shares for Grok Bot, ensuring each link status is checked and attributed. It features a bilingual EN/Chinese catalog with JSON schema support, CI, and a searchable site.
With a high growth score of 25.00 and 298 stars, the project's comprehensive approach to managing bot links across multiple languages and its active community contributions are key factors in its popularity.
TripoGrowthLab/awesome-astra-prompts
Curated GPT-6 Astra prompts and 3D examples for games, Blender scenes, and interactive worlds, spanning 14 languages with previews and source links. The repository is updated twice daily.
Its well-maintained content and frequent updates contribute to its strong growth score of 24.00 and over 189 stars, making it a valuable resource for developers working on AI-driven creative projects.
elie222/botdirectory.ai
An open-source directory of agent-bot prompts for Grok Bot, Rakazo, and any other agents, providing a centralized platform to manage and access various bot interactions.
With 175 stars and a growth score of 19.29, the extensive collection of curated prompts and active development (over 100 commits in the last month) make it a go-to resource for AI enthusiasts.
wangrunlin/awesome-gpt-image-2-5-prompts
A repository curating GPT Image 2.5 prompts with visual examples and source-backed creative workflows, maintained by Image 2.5.
Despite its smaller growth score of 15.75 and fewer stars (27), the detailed documentation and practical application examples make it an essential reference for those working on image generation tasks.
bydtesla1609/intent-debugger
A tool designed to clarify rough ideas into clear, checkable requirements, aiding in the alignment of user intent with AI systems.
With a growth score of 13.59 and 73 stars, its focus on refining vague concepts into actionable tasks resonates well within the developer community, contributing to its steady growth.
Junhan2/oh-my-fable
Provides Claude Fable 5.1 prompting guides in multiple languages (KO/EN/ZH), enhancing output quality across various platforms like Opus 5 and Sonnet 5.
The repository's focused content and frequent updates (33 commits) result in a growth score of 13.25, making it valuable for developers looking to optimize their AI interactions.
Llliao1113/zcode-plus
Enhances the ZCode desktop application by adding a one-click prompt word enhancement button, supporting custom templates and zero dependencies.
With 35 stars and a growth score of 12.50, its user-friendly approach and customization options appeal to developers seeking efficient workflow improvements.
binghe1980/PromptLens
A Chrome/Edge browser plugin that converts any image into professional prompt words, supporting multiple input methods (right-click recognition, local upload, clipboard paste) with multi-language output.
Its practical utility and strong community support (78 stars) contribute to a growth score of 9.17, making it indispensable for designers and artists.
SagarBiswas-MultiHAT/promptVault
A private, offline-first prompt manager designed for AI power users, featuring AES-256 encrypted local storage, an AI Librarian, dynamic templates, cloud sync, analytics, and instant search capabilities.
With 23 stars and a growth score of 9.15, its robust feature set and focus on privacy and security attract developers looking to manage their prompts efficiently.
disler/fixing-smartass-opus-5
Addresses the issue of Opus 5 behaving as a "smartass" by providing a system prompt that turns it into a precise engineering partner.
Despite fewer commits (1 in the last month), its high star count (326) and targeted focus on improving AI behavior make it an essential resource for those working with specific AI systems.