Community研究與資料分析github.com

minimax-ai/vision-analysis

使用 MiniMax 視覺 MCP 工具分析、描述和提取圖像資訊。

vision-analysis 是什麼?

這個技能利用 MiniMax 的視覺 MCP 工具,使 AI 代理能夠分析、描述和從圖像中提取資訊。對於需要理解螢幕截圖、圖表、線框圖、照片或 UI 模型的開發者來說非常有用。它支援標準圖像格式,如 jpg、jpeg、png、gif、webp、bmp 和 svg,當使用者提供圖像檔案路徑或 URL 時,或使用特定短語(例如「分析」、「描述」、「提取文字」、「OCR」)時,它會自動觸發。此技能適用於 Claude Code、Cursor 和 Codex 等平台,可在設計審查、資料提取和場景理解等任務中發揮作用,提供整合到開發工作流程中的多模式 AI 能力。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/minimax-ai/skills/tree/main/skills/vision-analysis

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說明文件

vision-analysis 是做什麼的?

使用 MiniMax 視覺 MCP 工具分析、描述和提取圖像資訊。適用情境:使用者分享圖像檔案路徑或 URL(任何包含 .jpg、.jpeg、.png、.gif、.webp、.bmp 或 .svg 副檔名的訊息),或在圖像附近使用以下任一詞彙/短語:「analyze」、「analyse」、「describe」、「explain」、「understand」、「look at」、「review」、「extract text」、「OCR」、「what is in」、「what's in」、「read this image」、「see this image」、「tell me about」、「explain this」、「interpret this」,且與圖像、螢幕截圖、圖表、圖形、模型、線框圖或照片相關。也適用於:UI 模型審查、線框圖分析、設計評論、從圖表中提取資料、物件偵測、人物/動物/活動識別。觸發條件:任何包含圖像副檔名(jpg、jpeg、png、gif、webp、bmp、svg)的訊息,或任何要求分析/描述/理解/審查/從圖像、螢幕截圖、圖表、圖形、照片、模型或線框圖中提取文字的請求。

Individual skills in this repo

This repo contains 14 individual skills — each has its own dedicated page.

minimax-ai/android-native-dev

Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility, and build troubleshooting. Read this before Android native application development.

minimax-ai/flutter-dev

Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive layouts, testing strategies, and DevTools profiling. Use when: building Flutter apps, implementing state management (Riverpod/Bloc), setting up GoRouter navigation, creating custom widgets, optimizing performance, writing widget tests, cross-platform development.

minimax-ai/frontend-dev

Full-stack frontend development combining premium UI design, cinematic animations, AI-generated media assets, persuasive copywriting, and visual art. Builds complete, visually striking web pages with real media, advanced motion, and compelling copy. Use when: building landing pages, marketing sites, product pages, dashboards, generating media assets (image/video/audio/music), writing conversion copy, creating generative art, or implementing cinematic scroll animations.

minimax-ai/fullstack-dev

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.

minimax-ai/gif-sticker-maker

Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions. Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars, or convert photos to Funko Pop / Pop Mart blind box style animations. Triggers: sticker, GIF, cartoon, emoji, expression pack, avatar animation.

minimax-ai/ios-application-dev

iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic Type, Dark Mode, accessibility, collection views, common UI components, and SwiftUI design guidelines. For detailed references on specific topics, see the reference files. Use when: developing iOS apps, implementing UI, reviewing iOS code, working with UIKit/SnapKit/SwiftUI layouts, building iPhone interfaces, Swift mobile development, Apple HIG compliance, iOS accessibility implementation.

minimax-ai/minimax-docx

Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill/edit content in existing documents, (C) apply template formatting with XSD validation gate-check. MUST use this skill whenever the user wants to produce, modify, or format a Word document — including when they say "write a report", "draft a proposal", "make a contract", "fill in this form", "reformat to match this template", or any task whose final output is a .docx file. Even if the user doesn't mention "docx" explicitly, if the task implies a printable/formal document, use this skill.

minimax-ai/minimax-pdf

Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover page", "polished PDF", "client-ready document". FILL (complete form fields): "fill in the form", "fill out this PDF", "complete the form fields", "write values into PDF", "what fields does this PDF have". REFORMAT (apply design to an existing doc): "reformat this document", "apply our style", "convert this Markdown/text to PDF", "make this doc look good", "re-style this PDF". This skill uses a token-based design system: color, typography, and spacing are derived from the document type and flow through every page. The output is print-ready. Prefer this skill when appearance matters, not just when any PDF output is needed.

minimax-ai/minimax-xlsx

Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreadsheet', 'Excel', '.xlsx', '.csv', 'pivot table', 'financial model', 'formula', or any request to produce tabular data in Excel format.

minimax-ai/mmx-cli

Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform web search, or manage MiniMax API resources from the terminal.

minimax-ai/pptx-generator

Generate, edit, and read PowerPoint presentations. Create from scratch with PptxGenJS (cover, TOC, content, section divider, summary slides), edit existing PPTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX, PowerPoint, presentation, slide, deck, slides.

minimax-ai/pr-review

Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation script first for hard checks, then apply quality guidelines for content review. Triggers: PR review, pull request, validate skill, check skill.

minimax-ai/react-native-dev

React Native and Expo development guide covering components, styling, animations, navigation, state management, forms, networking, performance optimization, testing, native capabilities, and engineering (project structure, deployment, SDK upgrades, CI/CD). Use when: building React Native or Expo apps, implementing animations or native UI, managing state, fetching data, writing tests, optimizing performance, deploying to App Store/Play Store, setting up CI/CD, upgrading Expo SDK, or configuring Tailwind/NativeWind.

minimax-ai/shader-dev

Comprehensive GLSL shader techniques for creating stunning visual effects — ray marching, SDF modeling, fluid simulation, particle systems, procedural generation, lighting, post-processing, and more.

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