Today's Prompt Engineering: Fastest-Growing Projects — May 09, 2026
Today's Prompt Engineering, we're seeing a surge in repositories focused on optimizing and fine-tuning language model prompts for specific use cases. Developers are increasingly looking for ways to improve the efficiency and effectiveness of their AI-powered applications, driving growth in tools that offer solutions for prompt compression, auditing, and genre-aware writing.
yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,365 stars. This repository provides a comprehensive library of Chinese AI prompts covering various scenarios such as work, learning, content creation, marketing, and daily life, making it an invaluable resource for developers working on Chinese-language applications. Its high growth rate can be attributed to the increasing demand for multilingual support in AI models.
Anbeeld/WRITING.md has seen significant growth with a score of 12.70 and 243 stars. This repository offers rules for creating sharper and genre-aware text using LLMs, along with a self-auditing workflow, making it an attractive tool for developers looking to refine their writing prompts. Its popularity stems from the need for more precise and context-specific language generation in various industries.
freestylefly/awesome-gpt-image-2 has garnered impressive attention with a Growth Score of 11.91 and 4,599 stars. This repository provides an industrial-grade prompt engine and template library for GPT-Image2, featuring over 370 case studies and 20+ templates, making it a go-to resource for developers working on image generation tasks. Its massive growth can be attributed to the increasing interest in multimodal applications.
win4r/goal-prompt-builder has seen moderate growth with a score of 11.25 and 54 stars. This tool allows users to build audit-friendly goal prompts for OpenAI Codex, catering to the growing need for transparent and explainable AI decision-making processes. Its growth is driven by the increasing adoption of Codex in enterprise environments.
jia-gao/leanctx has made a notable appearance with a Growth Score of 10.38 and 70 stars. This repository offers drop-in prompt compression for production LLM applications, reducing token bills by 40-60% without requiring code changes. Its growth can be attributed to the increasing pressure on developers to optimize their AI infrastructure costs.
shiphrahx/AI-for-engineering-leaders has seen steady growth with a score of 6.95 and 46 stars. This repository provides practical AI playbooks for engineering leaders, featuring real workflows, prompts, and systems to improve delivery, decision-making, and team productivity. Its popularity stems from the growing recognition of AI's potential in streamlining engineering processes.
chengzhongwei/Prompt-sensei has gained attention with a Growth Score of 6.50 and 89 stars. This local-first prompt coach for Claude Code and Codex improves prompts, observes prompting habits, and analyzes local history with explicit consent. Its growth can be attributed to the increasing interest in personalized AI coaching tools.
bsquang/claude-comstyle has seen moderate growth with a score of 4.90 and 27 stars. This repository offers 13 prompts to control how Claude communicates, allowing users to choose their preferred style. Its popularity stems from the growing demand for customizable language generation models.
Josh-blythe/bordair-multimodal has made an appearance with a Growth Score of 2.91 and 46 stars. This open-source cross-modal and multimodal prompt injection test suite provides a comprehensive set of attack payloads across various modalities, making it a valuable resource for researchers and developers working on AI security.
yaojingang/yao-open-prompts has taken the top spot with a Growth Score of 16.62 and 1,365 stars. This repository provides a comprehensive library of Chinese AI prompts covering various scenarios such as work, learning, content creation, marketing, and daily life, making it an invaluable resource for developers working on Chinese-language applications. Its high growth rate can be attributed to the increasing demand for multilingual support in AI models.
Anbeeld/WRITING.md has seen significant growth with a score of 12.70 and 243 stars. This repository offers rules for creating sharper and genre-aware text using LLMs, along with a self-auditing workflow, making it an attractive tool for developers looking to refine their writing prompts. Its popularity stems from the need for more precise and context-specific language generation in various industries.
freestylefly/awesome-gpt-image-2 has garnered impressive attention with a Growth Score of 11.91 and 4,599 stars. This repository provides an industrial-grade prompt engine and template library for GPT-Image2, featuring over 370 case studies and 20+ templates, making it a go-to resource for developers working on image generation tasks. Its massive growth can be attributed to the increasing interest in multimodal applications.
win4r/goal-prompt-builder has seen moderate growth with a score of 11.25 and 54 stars. This tool allows users to build audit-friendly goal prompts for OpenAI Codex, catering to the growing need for transparent and explainable AI decision-making processes. Its growth is driven by the increasing adoption of Codex in enterprise environments.
jia-gao/leanctx has made a notable appearance with a Growth Score of 10.38 and 70 stars. This repository offers drop-in prompt compression for production LLM applications, reducing token bills by 40-60% without requiring code changes. Its growth can be attributed to the increasing pressure on developers to optimize their AI infrastructure costs.
shiphrahx/AI-for-engineering-leaders has seen steady growth with a score of 6.95 and 46 stars. This repository provides practical AI playbooks for engineering leaders, featuring real workflows, prompts, and systems to improve delivery, decision-making, and team productivity. Its popularity stems from the growing recognition of AI's potential in streamlining engineering processes.
chengzhongwei/Prompt-sensei has gained attention with a Growth Score of 6.50 and 89 stars. This local-first prompt coach for Claude Code and Codex improves prompts, observes prompting habits, and analyzes local history with explicit consent. Its growth can be attributed to the increasing interest in personalized AI coaching tools.
bsquang/claude-comstyle has seen moderate growth with a score of 4.90 and 27 stars. This repository offers 13 prompts to control how Claude communicates, allowing users to choose their preferred style. Its popularity stems from the growing demand for customizable language generation models.
Josh-blythe/bordair-multimodal has made an appearance with a Growth Score of 2.91 and 46 stars. This open-source cross-modal and multimodal prompt injection test suite provides a comprehensive set of attack payloads across various modalities, making it a valuable resource for researchers and developers working on AI security.