Manual evaluation of LLM outputs is slow and inconsistent across reviewers. This skill provides production-grade techniques for automated evaluation using LLMs as judges. It includes direct scoring rubrics, pairwise comparison with position bias mitigation, and confidence calibration.

Creating Solana blockchain projects from scratch requires understanding Anchor framework conventions, Rust smart contract structure, and Next.js frontend integration. This skill generates complete production-ready projects with proper structure, configuration, and wallet integration.

Simplify AI model development and deployment on Huawei Cloud ModelArts. This skill provides unified resource management for training jobs, models, inference services, and notebooks with built-in security features.

Extract meaning from images without manual effort. This skill analyzes photos, screenshots, charts, and mockups using the MiniMax vision MCP to provide detailed descriptions, text extraction, and design feedback.

Creating professional PowerPoint presentations requires precise formatting, positioning, and styling. This skill provides a complete PptxGenJS reference so AI coding tools can generate native .pptx files with consistent branding, proper typography, and clean layouts.

Generate complete, production-ready GLSL shaders for real-time visual effects — from ray-marched 3D scenes to fluid simulations — all running in the browser with WebGL2.

Manual review of pull requests in the MiniMax Skills repository can miss structural issues and quality standards. This skill provides automated validation and guided content review to ensure every skill meets repository standards before merging.

Building mobile apps with React Native requires navigating complex choices in components, state management, animations, and deployment. This skill provides a structured development guide with proven patterns, recommended libraries, and production-ready examples for Expo and React Native projects.

Generate professional PowerPoint presentations from scratch or edit existing templates using PptxGenJS and XML workflows. This skill handles slide creation, design system application, content extraction, and template-based editing without requiring PowerPoint software.

Creating consistent, visually varied presentations is difficult when working slide by slide. This skill plans layout, typography, and visual rules before generation, and provides quality checks to ensure professional results.

Manually editing PowerPoint files is slow and error-prone, especially for template-based workflows. This skill enables AI agents to safely modify PPTX files by directly editing slide XML, supporting parallel updates and consistent template adherence.

Create text, images, video, speech, and music using the MiniMax AI platform directly from your terminal. Avoid complex API integration by using simple command-line commands for all your AI generation needs.

Create, read, edit, validate, and format professional Excel spreadsheets (.xlsx, .xlsm, CSV) with zero format loss, financial-grade styling, and formula validation -- all without openpyxl's destructive round-trip behavior.

Creating polished, print-ready PDFs often requires design expertise and expensive software. This skill applies a token-based design system to generate reports, resumes, proposals, and filled forms directly from content, with consistent visual identity across every page.

Music platforms do not generate custom songs for your personal taste. This skill analyzes your listening history and creates original AI-generated playlists that match your preferences.

Create original music, songs, and audio tracks without any production experience. This skill uses the MiniMax AI music API to generate vocal tracks, instrumentals, and covers from simple text descriptions.

Creating iOS interfaces requires understanding Apple platform conventions, accessibility standards, and proper UI patterns. This skill provides comprehensive guidance on building apps that meet Apple Human Interface Guidelines.

Creating professional Word documents programmatically is error-prone and time-consuming. This skill provides three pipelines for DOCX creation, editing, and template application using the OpenXML SDK with built-in validation.

Transform any photo into a set of four animated stickers with a distinctive Funko Pop 3D figurine style. This skill handles the complete workflow from image generation through animation to final GIF output, requiring only a source photo and a MiniMax API key.

Building full-stack applications requires coordinating backend APIs, authentication, databases, and frontend integration. This skill provides a structured workflow and best practices for creating robust, production-ready applications with proper error handling and testing.