Topics / #ai-prompts
AI prompts projects on GitHub
Prompt collections, optimization and engineering for language models.
As of , the most-starred AI prompts projects on GitHub are system_prompts_leaks (69.9K stars), last30days-skill (64.7K stars) and prompt-optimizer (38.5K stars). GitHub.Locker tracks 8 AI prompts repositories with 199.2K stars combined. The fastest-growing on October 18 was prompt-optimizer, with +116 stars in a day.
Hot right now
Most stars gained in a day · Oct 18
+116prompt-optimizer
linshenkx/prompt-optimizer · ★ 38.5KPrompt Optimizer is an AI tool that helps you write better prompts and get better results from AI models, available as a web app, desktop app, Chrome extension, and Docker deployment.
+89last30days-skill
mvanhorn/last30days-skill · ★ 64.7KIt is an AI agent skill that researches any topic across Reddit, X, YouTube, Hacker News, Polymarket, TikTok, Instagram, GitHub, arXiv, Techmeme, LinkedIn and more in parallel, then has an AI judge synthesize the results into one grounded brief ranked by real engagement (upvotes, likes, betting odds) instead of SEO.
+62system_prompts_leaks
asgeirtj/system_prompts_leaks · ★ 69.9KThis repo is a growing collection of leaked system prompts — the hidden instructions various AI chatbots and coding agents receive before they answer your first message.
+36manju-laoli-skill
lixiaoxiao9888-create/manju-laoli-skill · ★ 1.5KThis is an AIGC skill pack that gives AI agents a full industrial pipeline for writing and directing viral Chinese short dramas: script structuring, character/prop asset locking, storyboarding, dialogue tone-checking, martial-arts/fantasy combat choreography, and ready-to-feed prompts for video-generation models like Seedance and MiniMax H3.
The all-time top
8 projects · by stars
- 69.9K
#1 · asgeirtj/system_prompts_leakssystem_prompts_leaks
This repo is a growing collection of leaked system prompts — the hidden instructions various AI chatbots and coding agents receive before they answer your first message.
- 64.7K
#2 · mvanhorn/last30days-skilllast30days-skill
It is an AI agent skill that researches any topic across Reddit, X, YouTube, Hacker News, Polymarket, TikTok, Instagram, GitHub, arXiv, Techmeme, LinkedIn and more in parallel, then has an AI judge synthesize the results into one grounded brief ranked by real engagement (upvotes, likes, betting odds) instead of SEO.
- 38.5K
#3 · linshenkx/prompt-optimizerprompt-optimizer
Prompt Optimizer is an AI tool that helps you write better prompts and get better results from AI models, available as a web app, desktop app, Chrome extension, and Docker deployment.
- 4

awesome-nano-banana-pro-prompts
13.6KYouMind-OpenLab/awesome-nano-banana-pro-prompts · TypeScriptA massive curated library of 10,000+ prompts for Google's Nano Banana Pro image-generation model, each with example output images, author, source and language tags.
- 5

awesome-gpt-image-2
10.1KYouMind-OpenLab/awesome-gpt-image-2 · TypeScriptA free, curated library of community prompts for OpenAI's GPT Image 2 image model — thousands of entries with preview images in 16 languages, filed by use case, style, and subject.
- 6

manju-laoli-skill
1.5Klixiaoxiao9888-create/manju-laoli-skill · PythonThis is an AIGC skill pack that gives AI agents a full industrial pipeline for writing and directing viral Chinese short dramas: script structuring, character/prop asset locking, storyboarding, dialogue tone-checking, martial-arts/fantasy combat choreography, and ready-to-feed prompts for video-generation models like Seedance and MiniMax H3.
- 7

awesome-gpt-image-2-5-prompts
591youart-open-source/awesome-gpt-image-2-5-prompts · JavaScriptA curated, credited collection of 150 real-world prompts people published after running them on OpenAI's GPT Image models (including GPT Image 2.5), grouped into 9 use cases, each one kept verbatim with the original author and a link to their post.
- 8

awesome-astra-prompts
343TripoGrowthLab/awesome-astra-prompts · JavaScriptA curated, regularly refreshed collection of 200+ GPT-6 Astra prompts and 3D examples for building games, Blender scenes, Three.js/Unity/Unreal projects and other interactive worlds, each with a preview and links to the source.
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