Midjourney-Prompt-Gen by Midjourney OS is a professional reverse prompt reconstruction engine designed to revolutionize creative workflows on text-to-image AI platforms. It intelligently transforms complex visual concepts or existing images into highly effective and precise text prompts. The product deeply analyzes user intent and image characteristics, intelligently reconstructing and generating detailed prompts, thereby significantly lowering the barrier to prompt engineering. Key capabilities include concretizing abstract visual ideas into actionable prompts and performing advanced optimization and iteration on existing prompts. Midjourney-Prompt-Gen empowers artists, designers, and content creators to realize their visions more easily and efficiently, substantially enhancing the quality and efficiency of AI image generation.
caveman, developed by JuliusBrussee, is an agent skill/plugin designed to drastically reduce LLM output tokens by adopting a 'caveman-speak' style, while maintaining full technical accuracy. It cuts approximately 75% of output tokens and increases response speed by about 3x. It also features an input compression tool reducing input tokens by around 46%. The product supports various intensity levels (Lite, Full, Ultra, Wenyan mode) and provides specialized commands for terse commit messages and one-line code reviews.
Khazix Skills is an open-source collection of AI skills and prompts developed by 'Digital Life Khazix' to enhance the utility and efficiency of AI agents. It includes structured skill instruction sets, compliant with the Agent Skills open standard, readily loadable by agents such as Claude Code, Codex, and OpenClaw. Additionally, it offers copy-paste prompts compatible with leading conversational models like ChatGPT, Claude, and Gemini. The collection provides practical functionalities such as automated document synchronization, in-depth research report generation, personalized writing styles, and AI hot news inquiry.