Today's Prompt Engineering: Fastest-Growing Projects — April 28, 2026
Today's Prompt Engineering, we saw a surge in repositories focused on crafting effective prompts for AI models, particularly those related to image generation and multimodal interactions. Researchers and developers are actively exploring ways to optimize prompt patterns, agent coordination, and security classification, as evidenced by the growth of repositories like Leonxlnx/agentic-ai-prompt-research and repowise-dev/claude-code-prompts.
Leonxlnx/agentic-ai-prompt-research has been making waves with its comprehensive research into agentic AI coding assistants, boasting a staggering Growth Score of 99.07 and 2,353 stars. This repository is growing rapidly due to its in-depth analysis of reconstructed prompt patterns, agent coordination, and security classification, providing valuable insights for the developer community.
repowise-dev/claude-code-prompts, with a Growth Score of 38.93 and 974 stars, offers independently authored prompt templates for AI coding agents, covering system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Its growth can be attributed to its well-structured approach to informing prompt engineering through the study of Claude Code.
ZeroLu/awesome-gpt-image has curated an impressive collection of GPT Image 2 prompts and examples, earning a Growth Score of 28.40 and 830 stars. This repository's popularity stems from its comprehensive aggregation of top creators' work on X, serving as a valuable resource for developers seeking effective image generation prompts.
EvoLinkAI/awesome-gpt-image-2-prompts has garnered significant attention with its curated GPT-Image-2 prompts for the Openai API, boasting a whopping 7,879 stars and a Growth Score of 13.72. The repository's growth is driven by its extensive collection of image examples across various categories, making it an essential resource for developers working with the Openai API.
bsquang/claude-comstyle offers a unique set of 13 prompts to control how Claude communicates, earning a Growth Score of 17.88 and 26 stars. Its growth can be attributed to its innovative approach to customizing communication styles in AI interactions.
Anbeeld/WRITING.md provides rules for crafting sharper, genre-aware text with LLMs, featuring a Growth Score of 11.38 and 31 stars. This repository's growth is driven by its practical guidelines for improving text quality and its built-in self-auditing workflow.
TaewoooPark/NODEPROMPT explores spatial prompt engineering through interactive 3D concept graphs, boasting a Growth Score of 4.80 and 35 stars. Its growth stems from its innovative approach to visualizing complex concepts in AI interactions.
Josh-blythe/bordair-multimodal offers an open-source test suite for cross-modal and multimodal prompt injection, featuring a Growth Score of 4.56 and 41 stars. This repository's growth is driven by its comprehensive collection of attack payloads across various modalities, making it a valuable resource for researchers.
OuterSpacee/claude-emotion-prompting provides research-backed prompting tools for Claude, grounded in Anthropic's emotion vectors paper, earning a Growth Score of 1.72 and 62 stars. Its growth is driven by its innovative approach to emotion-based prompting in AI interactions.
Leonxlnx/agentic-ai-prompt-research has been making waves with its comprehensive research into agentic AI coding assistants, boasting a staggering Growth Score of 99.07 and 2,353 stars. This repository is growing rapidly due to its in-depth analysis of reconstructed prompt patterns, agent coordination, and security classification, providing valuable insights for the developer community.
repowise-dev/claude-code-prompts, with a Growth Score of 38.93 and 974 stars, offers independently authored prompt templates for AI coding agents, covering system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Its growth can be attributed to its well-structured approach to informing prompt engineering through the study of Claude Code.
ZeroLu/awesome-gpt-image has curated an impressive collection of GPT Image 2 prompts and examples, earning a Growth Score of 28.40 and 830 stars. This repository's popularity stems from its comprehensive aggregation of top creators' work on X, serving as a valuable resource for developers seeking effective image generation prompts.
EvoLinkAI/awesome-gpt-image-2-prompts has garnered significant attention with its curated GPT-Image-2 prompts for the Openai API, boasting a whopping 7,879 stars and a Growth Score of 13.72. The repository's growth is driven by its extensive collection of image examples across various categories, making it an essential resource for developers working with the Openai API.
bsquang/claude-comstyle offers a unique set of 13 prompts to control how Claude communicates, earning a Growth Score of 17.88 and 26 stars. Its growth can be attributed to its innovative approach to customizing communication styles in AI interactions.
Anbeeld/WRITING.md provides rules for crafting sharper, genre-aware text with LLMs, featuring a Growth Score of 11.38 and 31 stars. This repository's growth is driven by its practical guidelines for improving text quality and its built-in self-auditing workflow.
TaewoooPark/NODEPROMPT explores spatial prompt engineering through interactive 3D concept graphs, boasting a Growth Score of 4.80 and 35 stars. Its growth stems from its innovative approach to visualizing complex concepts in AI interactions.
Josh-blythe/bordair-multimodal offers an open-source test suite for cross-modal and multimodal prompt injection, featuring a Growth Score of 4.56 and 41 stars. This repository's growth is driven by its comprehensive collection of attack payloads across various modalities, making it a valuable resource for researchers.
OuterSpacee/claude-emotion-prompting provides research-backed prompting tools for Claude, grounded in Anthropic's emotion vectors paper, earning a Growth Score of 1.72 and 62 stars. Its growth is driven by its innovative approach to emotion-based prompting in AI interactions.