Today's Prompt Engineering: Fastest-Growing Projects — September 11, 2026
Today's the Prompt Engineering space, there's a noticeable surge in projects that focus on enhancing user interaction with AI bots and providing curated collections of prompts for various applications. One standout project is "awesome-grokbot," which offers a bilingual catalog of live x.ai/bot shares for Grok Bot, ensuring every link is status-checked and attributed.
"awesome-grokbot" by kydlikebtc has seen significant growth this week with a Growth Score of 26.90 and over 295 stars. Its detailed JSON schema, CI integration, and searchable site make it an invaluable resource for developers working on Grok Bot integrations.
TripoGrowthLab's "awesome-astra-prompts" curates GPT-6 Astra prompts and 3D examples across 14 languages, providing a comprehensive guide for games, Blender scenes, and interactive worlds. With a Growth Score of 24.00 and 159 stars, the project stands out due to its twice-daily updates and extensive language support.
"botdirectory.ai" by elie222 serves as an open-source directory for agent-bot prompts, including those for Grok Bot and Rakazo, among others. Its high Growth Score of 20.04 and 174 stars reflect the active community engagement and frequent updates (100 commits in the last month), making it a go-to resource for prompt enthusiasts.
"oh-my-fable" by Junhan2 offers a Claude Fable prompting guide, enhancing output quality on Opus 5 and Sonnet 5. With a Growth Score of 14.72 and 52 stars, its bilingual support (Korean, English, Chinese) positions it as an essential tool for users seeking to refine their prompts in multiple languages.
"intent-debugger" by bydtesla1609 aims to clarify rough ideas into clear requirements through demand clarification and intent alignment. With a Growth Score of 13.93 and 72 stars, its robust feature set, including frequent commits (79 in the last month), highlights its utility for project management and development teams.
"Llliao1113's zcode-plus" injects a one-click prompt enhancement button into ZCode desktop applications, offering zero-dependency custom template support. Its Growth Score of 13.12 and 30 stars indicate growing interest among users who need streamlined access to enhanced prompts for their projects.
Fishsb's "dsh-prompt-enhancer" provides一键式提示词增强和DSH服务异常重启功能，深受DeepSeek Harness用户欢迎。该项目的Growth Score为11.71，拥有67颗星，体现了其在社区中的受欢迎程度及持续更新（过去30天内提交了100次更改）。
"SagarBiswas-MultiHAT's promptVault"是一个专为AI高级用户设计的私有、离线优先提示词管理器。它支持AES-256加密本地存储，并集成了一款内置AI管理员，能够评估和优化提示词。该项目以9.72的增长得分和23颗星展示了其强大的功能集合以及持续发展的潜力（过去一个月内提交了46次更改）。
"Binghe1980的PromptLens"是一款将任意图片转换为专业生图提示词的Chrome/Edge浏览器插件，支持网页右键识图、本地上传与剪贴板粘贴，并生成中文、英文和JSON格式的提示词。该项目以9.44的增长得分和64颗星展示了其在图像处理领域的强大功能以及社区中的积极反馈。
"disler的fixing-smartass-opus-5"项目通过一个系统提示将Opus 5从“承重”的聪明助手转变为精准的工程合作伙伴，特别适用于希望优化AI系统性能的技术人员。该项目以8.79的增长得分和325颗星展示了其独特的价值以及在社区中的受欢迎程度。
这些工具共同构成了当前Prompt Engineering领域的一道亮丽风景线，不仅为开发者提供了强大的技术支持，也为用户带来了更多创新的使用体验。
"awesome-grokbot" by kydlikebtc has seen significant growth this week with a Growth Score of 26.90 and over 295 stars. Its detailed JSON schema, CI integration, and searchable site make it an invaluable resource for developers working on Grok Bot integrations.
TripoGrowthLab's "awesome-astra-prompts" curates GPT-6 Astra prompts and 3D examples across 14 languages, providing a comprehensive guide for games, Blender scenes, and interactive worlds. With a Growth Score of 24.00 and 159 stars, the project stands out due to its twice-daily updates and extensive language support.
"botdirectory.ai" by elie222 serves as an open-source directory for agent-bot prompts, including those for Grok Bot and Rakazo, among others. Its high Growth Score of 20.04 and 174 stars reflect the active community engagement and frequent updates (100 commits in the last month), making it a go-to resource for prompt enthusiasts.
"oh-my-fable" by Junhan2 offers a Claude Fable prompting guide, enhancing output quality on Opus 5 and Sonnet 5. With a Growth Score of 14.72 and 52 stars, its bilingual support (Korean, English, Chinese) positions it as an essential tool for users seeking to refine their prompts in multiple languages.
"intent-debugger" by bydtesla1609 aims to clarify rough ideas into clear requirements through demand clarification and intent alignment. With a Growth Score of 13.93 and 72 stars, its robust feature set, including frequent commits (79 in the last month), highlights its utility for project management and development teams.
"Llliao1113's zcode-plus" injects a one-click prompt enhancement button into ZCode desktop applications, offering zero-dependency custom template support. Its Growth Score of 13.12 and 30 stars indicate growing interest among users who need streamlined access to enhanced prompts for their projects.
Fishsb's "dsh-prompt-enhancer" provides一键式提示词增强和DSH服务异常重启功能，深受DeepSeek Harness用户欢迎。该项目的Growth Score为11.71，拥有67颗星，体现了其在社区中的受欢迎程度及持续更新（过去30天内提交了100次更改）。
"SagarBiswas-MultiHAT's promptVault"是一个专为AI高级用户设计的私有、离线优先提示词管理器。它支持AES-256加密本地存储，并集成了一款内置AI管理员，能够评估和优化提示词。该项目以9.72的增长得分和23颗星展示了其强大的功能集合以及持续发展的潜力（过去一个月内提交了46次更改）。
"Binghe1980的PromptLens"是一款将任意图片转换为专业生图提示词的Chrome/Edge浏览器插件，支持网页右键识图、本地上传与剪贴板粘贴，并生成中文、英文和JSON格式的提示词。该项目以9.44的增长得分和64颗星展示了其在图像处理领域的强大功能以及社区中的积极反馈。
"disler的fixing-smartass-opus-5"项目通过一个系统提示将Opus 5从“承重”的聪明助手转变为精准的工程合作伙伴，特别适用于希望优化AI系统性能的技术人员。该项目以8.79的增长得分和325颗星展示了其独特的价值以及在社区中的受欢迎程度。
这些工具共同构成了当前Prompt Engineering领域的一道亮丽风景线，不仅为开发者提供了强大的技术支持，也为用户带来了更多创新的使用体验。