This daily update tracks GitHub repositories gaining significant momentum, ranking them by percentage star growth over the last seven days to identify emerging technical trends rather than established giants. The current window shows a surge in specialized agentic capabilities, led by UnderleveledBuilder/awesome-short-drama-skills, which saw a 516.2% increase in stars by providing tools for AI-driven micro-drama production. We are seeing a concentrated push toward domain-specific skill sets, evidenced by the rapid growth of shader-skills for generative art and gamedev-skills/awesome-gamedev-agent-skills for multi-engine game development. Additionally, kuafuai/andee is gaining traction with its 209.5% growth as a privacy-focused, on-device agent for Android and macOS.
| # | Repository | Stars Gained | Gain % | Overview |
|---|---|---|---|---|
| 1 | UnderleveledBuilder/awesome-short-drama-skills | 862 | 516.2% | A curated collection of AI agent skills designed to automate the production of short dramas and manju, covering everything from scriptwriting to video prompting. |
| 2 | gokayfem/shader-skills | 274 | 214.1% | A specialized skill set for AI coding agents to create, debug, and bundle high-quality, GPU-verified GLSL shaders and procedural textures. |
| 3 | kuafuai/andee | 2097 | 209.5% | An on-device AI agent for Android and macOS that operates device interfaces, manages local memory, and coordinates tasks across multiple devices without relying on vendor clouds. |
| 4 | gamedev-skills/awesome-gamedev-agent-skills | 3123 | 183.4% | A collection of 76 specialized capability files and a smart router that enables AI coding agents to automate game development tasks across 12 different engines. |
| 5 | arjun988/blender-skills | 615 | 170.8% | A specialized library of 94 AI skills that enables LLM agents like Claude Code and Cursor to execute complex 3D modeling, texturing, and animation workflows directly within Blender via MCP. |
Awesome Short Drama Skills (UnderleveledBuilder/awesome-short-drama-skills )
This repository provides a comprehensive directory of specialized skills for AI agents to streamline the micro-drama and vertical video production pipeline. It includes tools for novel adaptation, screenplay writing, storyboard generation, and video prompting for models like Seedance, MiniMax H3, and Kling. Content creators and studios can integrate these skills into agents like Claude Code or Qwen to automate complex tasks such as character consistency, fight scene choreography, and commercial script auditing. The repository also features empirical benchmarks comparing different skills for scriptwriting and topic selection.
Shader Skills (gokayfem/shader-skills )
Shader Skills provides a comprehensive library of 186 GLSL functions designed to enhance the capabilities of AI coding agents like Claude Code and Cursor. It enables developers to generate complex procedural content, including volumetric clouds, ocean waves, and terrain, through natural language prompts. The repository includes a dependency bundler, a WebGL2 checker, and rigorous GPU property tests to ensure code accuracy. It is primarily used by developers looking to integrate high-fidelity generative art and procedural shaders into their AI-driven workflows.
Andee (kuafuai/andee )
Andee is an autonomous AI agent designed to act as a resident intelligence within Android and macOS devices. Unlike traditional assistants, it operates locally using OpenAI-compatible models to interact with apps via accessibility services and screenshots, allowing it to perform tasks like managing subscriptions or summarizing meetings. It features a private, local-only memory system and a unique ‘scenes’ capability for executing routine-based goals. The platform is built for privacy-conscious users who require an agent capable of cross-device coordination and direct interface manipulation without cloud-based data exposure.
Awesome Gamedev Agent Skills (gamedev-skills/awesome-gamedev-agent-skills )
This repository provides a comprehensive library of specialized skills designed to enhance AI coding agents in game development workflows. It features a smart router that automatically detects the user’s engine—such as Godot, Unity, or Unreal—and loads only the relevant task, genre, and discipline skills. Developers can use these skills to automate complex processes like implementing character movement, managing save systems, or generating cohesive art assets. The library is compatible with major AI tools including Cursor, Claude Code, and GitHub Copilot, making it a versatile resource for rapid game prototyping and production.
Blender Skills (arjun988/blender-skills )
Blender Skills provides a comprehensive suite of 94 specialized skill sets designed to transform AI coding agents into autonomous technical artists. By leveraging the Model Context Protocol (MCP), the repository allows users to automate entire production pipelines, including hard-surface modeling, character rigging, and environment design, directly within the Blender interface. It supports advanced workflows such as reference image matching and orchestrated execution through a central ‘blender-director’ skill. This repository is primarily intended for 3D artists and technical directors looking to integrate agentic AI into their digital content creation pipelines.