Today's Prompt Engineering: Fastest-Growing Projects — April 28, 2026
Today's Prompt Engineering, we're seeing a surge of interest in repositories focused on AI coding assistants, prompt templates, and multimodal prompting techniques. The top-growing projects are leveraging research-backed approaches to improve the effectiveness and security of language models. With growth scores exceeding 90, some repositories are gaining traction at an unprecedented rate.
Leonxlnx/agentic-ai-prompt-research has taken the lead with a staggering Growth Score of 99.07 and over 2,353 stars. This repository provides in-depth research on agentic AI coding assistants, including reconstructed prompt patterns, agent coordination, and security classification. Its massive growth can be attributed to its comprehensive approach to understanding how these assistants work.
repowise-dev/claude-code-prompts boasts a Growth Score of 38.83 and has garnered 972 stars. This collection of independently authored prompt templates for AI coding agents covers system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Its popularity stems from its focus on Claude Code and the valuable insights it provides into effective prompting techniques.
ZeroLu/awesome-gpt-image has attracted 772 stars with a Growth Score of 26.52. This curated collection of top GPT Image 2 prompts and examples showcases the best work from creators on X. The repository's growth is driven by its high-quality content and the increasing interest in visual applications of language models.
bsquang/claude-comstyle has gained 25 stars with a Growth Score of 17.75. This set of 13 prompts allows users to control how Claude communicates, offering a range of styles to choose from. Its growth can be attributed to its practical approach to customizing the communication style of AI agents.
EvoLinkAI/awesome-gpt-image-2-prompts has an impressive 6,616 stars and a Growth Score of 11.60. This repository curates GPT-Image-2 prompts for various applications, including portraits, posters, UI mockups, character sheets, and community experiments. Its massive popularity is due to its comprehensive collection of high-quality prompts.
Anbeeld/WRITING.md has gained 27 stars with a Growth Score of 9.38. This repository provides rules for making LLM text sharper and genre-aware, along with a self-auditing workflow. Its growth can be attributed to its focus on improving the quality and effectiveness of language model output.
ZeroLu/awesome-happy-horse boasts 63 stars and a Growth Score of 5.37. This community-curated repository provides prompts, news, benchmarks, and sample outputs for the Happy Horse model. Its growth is driven by the increasing interest in this specific model and its applications.
TaewoooPark/NODEPROMPT has gained 33 stars with a Growth Score of 4.76. This project enables spatial prompt engineering through interactive 3D concept graphs. Its growth can be attributed to its innovative approach to visualizing and interacting with prompts.
Josh-blythe/bordair-multimodal has attracted 41 stars with a Growth Score of 4.56. This open-source test suite provides cross-modal and multimodal prompt injection attacks across various modalities. Its growth is driven by the increasing importance of security in language model research.
OuterSpacee/claude-emotion-prompting rounds out our list with 62 stars and a Growth Score of 1.72. This repository provides a research-backed prompting toolkit for Claude, including system prompts and templates grounded in emotion vectors. Its growth is driven by its focus on improving the emotional intelligence of AI agents.
Leonxlnx/agentic-ai-prompt-research has taken the lead with a staggering Growth Score of 99.07 and over 2,353 stars. This repository provides in-depth research on agentic AI coding assistants, including reconstructed prompt patterns, agent coordination, and security classification. Its massive growth can be attributed to its comprehensive approach to understanding how these assistants work.
repowise-dev/claude-code-prompts boasts a Growth Score of 38.83 and has garnered 972 stars. This collection of independently authored prompt templates for AI coding agents covers system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Its popularity stems from its focus on Claude Code and the valuable insights it provides into effective prompting techniques.
ZeroLu/awesome-gpt-image has attracted 772 stars with a Growth Score of 26.52. This curated collection of top GPT Image 2 prompts and examples showcases the best work from creators on X. The repository's growth is driven by its high-quality content and the increasing interest in visual applications of language models.
bsquang/claude-comstyle has gained 25 stars with a Growth Score of 17.75. This set of 13 prompts allows users to control how Claude communicates, offering a range of styles to choose from. Its growth can be attributed to its practical approach to customizing the communication style of AI agents.
EvoLinkAI/awesome-gpt-image-2-prompts has an impressive 6,616 stars and a Growth Score of 11.60. This repository curates GPT-Image-2 prompts for various applications, including portraits, posters, UI mockups, character sheets, and community experiments. Its massive popularity is due to its comprehensive collection of high-quality prompts.
Anbeeld/WRITING.md has gained 27 stars with a Growth Score of 9.38. This repository provides rules for making LLM text sharper and genre-aware, along with a self-auditing workflow. Its growth can be attributed to its focus on improving the quality and effectiveness of language model output.
ZeroLu/awesome-happy-horse boasts 63 stars and a Growth Score of 5.37. This community-curated repository provides prompts, news, benchmarks, and sample outputs for the Happy Horse model. Its growth is driven by the increasing interest in this specific model and its applications.
TaewoooPark/NODEPROMPT has gained 33 stars with a Growth Score of 4.76. This project enables spatial prompt engineering through interactive 3D concept graphs. Its growth can be attributed to its innovative approach to visualizing and interacting with prompts.
Josh-blythe/bordair-multimodal has attracted 41 stars with a Growth Score of 4.56. This open-source test suite provides cross-modal and multimodal prompt injection attacks across various modalities. Its growth is driven by the increasing importance of security in language model research.
OuterSpacee/claude-emotion-prompting rounds out our list with 62 stars and a Growth Score of 1.72. This repository provides a research-backed prompting toolkit for Claude, including system prompts and templates grounded in emotion vectors. Its growth is driven by its focus on improving the emotional intelligence of AI agents.