Today's Prompt Engineering: Fastest-Growing Projects — June 06, 2026
Today's the Prompt Engineering space, we see a variety of innovative projects that are pushing the boundaries of how AI agents can be directed to create and refine content across different mediums such as video scripts, portraits, and journal writing conventions. Among these projects, "female-portrait-director" stands out with its high growth score, demonstrating significant interest in modular approaches for directing detailed AI-generated female portrait prompts.
liyue-aigc/female-portrait-director
This repository offers a modular Codex Skill designed to direct and expand detailed AI-generated female portraits. With a notable Growth Score of 59.36 and over 500 stars, it highlights the community's interest in specialized tools that enhance creative control when generating visual content.
open-gsd/gsd-pi
A powerful system for meta-prompting and context engineering to enable AI agents to operate autonomously without losing track of their objectives. The high Growth Score of 41.43, alongside its substantial number of stars (493) and frequent commits (100 in the last month), indicates strong community engagement and utility.
mantoufan/seedance-prompts-skill
This professional Seedance 2.0 AI video script and storyboard prompt-generator skill converts articles or stories into screenplays, asset prompts, and storyboards with a set of rules and templates. With a Growth Score of 20.58 and a modest but growing number of stars (31), it reflects the demand for tools that can streamline content creation processes in video production.
WantongC/journal-adapt-writing-skill
This skill helps users learn a journal's writing style from its published papers and revise manuscripts to match those conventions section by section. Its impressive 642 stars and Growth Score of 18.56 suggest it is widely used among researchers and writers looking for precise adherence to academic journals' guidelines.
OttoRenner/Gentle-Coding
A Proof of Concept demonstrating the impact of authoritarian versus empathetic framing on LLM reasoning frameworks, suggesting that a more gentle approach can mitigate performance issues. With 83 stars and a Growth Score of 17.35, it indicates interest in ethical AI development practices.
OnlyTerp/prompt-cache-skills
Provides drop-in prompt-caching fixes for various AI coding agents to enhance efficiency and performance. Its 99 stars and Growth Score of 16.83 highlight its utility among developers looking to optimize their AI-driven workflows.
beltromatti/get-it
A project aimed at improving comprehension through interactive methods, built for a hackathon event. With 72 stars and a moderate Growth Score of 10.29, it showcases the potential for innovative educational tools using AI prompts.
majiayu000/awesome-goal-prompts
Curates a collection of source-backed goal contracts and seed patterns designed to guide coding agents effectively. Its 28 stars and Growth Score of 10.21 reflect its value in providing structured guidance for complex projects involving AI assistance.
jnMetaCode/ai-shortfilm-prompts
Offers methodology, prompts, and Claude Code Skill for creating AI-generated short films, exemplified by the project "Zombie Scavenger." Its 111 stars and Growth Score of 8.84 indicate growing interest in leveraging AI to craft compelling visual narratives.
michaelcummings12/meta-ai-support-prompt
Provides an extracted system prompt from Meta's AI Support Assistant, offering insights into the design principles behind such tools. With 36 stars and a Growth Score of 8.70, it suggests that there is considerable curiosity about how large tech companies structure their AI support systems.
Today's trends highlight the diversity in application areas for Prompt Engineering, from creative content generation to academic writing conventions and ethical development practices, underscoring its growing importance across various domains.
liyue-aigc/female-portrait-director
This repository offers a modular Codex Skill designed to direct and expand detailed AI-generated female portraits. With a notable Growth Score of 59.36 and over 500 stars, it highlights the community's interest in specialized tools that enhance creative control when generating visual content.
open-gsd/gsd-pi
A powerful system for meta-prompting and context engineering to enable AI agents to operate autonomously without losing track of their objectives. The high Growth Score of 41.43, alongside its substantial number of stars (493) and frequent commits (100 in the last month), indicates strong community engagement and utility.
mantoufan/seedance-prompts-skill
This professional Seedance 2.0 AI video script and storyboard prompt-generator skill converts articles or stories into screenplays, asset prompts, and storyboards with a set of rules and templates. With a Growth Score of 20.58 and a modest but growing number of stars (31), it reflects the demand for tools that can streamline content creation processes in video production.
WantongC/journal-adapt-writing-skill
This skill helps users learn a journal's writing style from its published papers and revise manuscripts to match those conventions section by section. Its impressive 642 stars and Growth Score of 18.56 suggest it is widely used among researchers and writers looking for precise adherence to academic journals' guidelines.
OttoRenner/Gentle-Coding
A Proof of Concept demonstrating the impact of authoritarian versus empathetic framing on LLM reasoning frameworks, suggesting that a more gentle approach can mitigate performance issues. With 83 stars and a Growth Score of 17.35, it indicates interest in ethical AI development practices.
OnlyTerp/prompt-cache-skills
Provides drop-in prompt-caching fixes for various AI coding agents to enhance efficiency and performance. Its 99 stars and Growth Score of 16.83 highlight its utility among developers looking to optimize their AI-driven workflows.
beltromatti/get-it
A project aimed at improving comprehension through interactive methods, built for a hackathon event. With 72 stars and a moderate Growth Score of 10.29, it showcases the potential for innovative educational tools using AI prompts.
majiayu000/awesome-goal-prompts
Curates a collection of source-backed goal contracts and seed patterns designed to guide coding agents effectively. Its 28 stars and Growth Score of 10.21 reflect its value in providing structured guidance for complex projects involving AI assistance.
jnMetaCode/ai-shortfilm-prompts
Offers methodology, prompts, and Claude Code Skill for creating AI-generated short films, exemplified by the project "Zombie Scavenger." Its 111 stars and Growth Score of 8.84 indicate growing interest in leveraging AI to craft compelling visual narratives.
michaelcummings12/meta-ai-support-prompt
Provides an extracted system prompt from Meta's AI Support Assistant, offering insights into the design principles behind such tools. With 36 stars and a Growth Score of 8.70, it suggests that there is considerable curiosity about how large tech companies structure their AI support systems.
Today's trends highlight the diversity in application areas for Prompt Engineering, from creative content generation to academic writing conventions and ethical development practices, underscoring its growing importance across various domains.