# 🎭 Generative Media Skills for AI Agents **The Ultimate Multimodal Toolset for Claude Code, Cursor, Gemini CLI, and OpenCode.** A high-performance, schema-driven architecture for AI agents to generate, edit, and display professional-grade images, videos, and audio — powered by the [muapi-cli](https://github.com/SamurAIGPT/muapi-cli). [🚀 Get Started](#-quick-start) | [🎬 Recipe Pack](#-recipe-pack) | [🎨 Expert Library](#-expert-library) | [⚙️ Core Primitives](#-core-primitives) | [🤖 MCP Server](#-mcp-server) | [📖 Reference](#-schema-reference) ---

▶ Watch: Best AI Video Generator (API) in 2026 (Quality, Price, Uncensored, Editing)

## Related Projects - [minimax-music-3-api](https://github.com/SamurAIGPT/minimax-music-3-api) — Python SDK for MiniMax Music 3.0 text-to-music generation on Muapi. - [awesome-minimax-music-3-prompts](https://github.com/Anil-matcha/awesome-minimax-music-3-prompts) — Curated song prompts and lyrics-formatting guide for MiniMax Music 3.0. - [MiniMax-H3-API](https://github.com/Anil-matcha/MiniMax-H3-API) — Python SDK for MiniMax H3 video-generation workflows on Muapi. - [awesome-minimax-h3-prompts](https://github.com/Anil-matcha/awesome-minimax-h3-prompts) — Prompt gallery and runnable examples for the MiniMax H3 skills. - [Wan-3.0-API](https://github.com/Anil-matcha/Wan-3.0-API) — Python SDK and MCP server for Wan 3.0-compatible video-generation workflows. - [Wan-3.0-Prime-API](https://github.com/Anil-matcha/Wan-3.0-Prime-API) — Python SDK and MCP server for the higher-fidelity Wan 3.0 Prime tier. - [Open-Generative-AI](https://github.com/Anil-matcha/Open-Generative-AI) — Free self-hosted AI media studio — GUI alternative to these skills for the same model set - [Awesome-GPT-Image-2-API-Prompts](https://github.com/Anil-matcha/Awesome-GPT-Image-2-API-Prompts) — Curated GPT-Image-2 prompts to use with these skills - [Awesome-Gemini-Omni-API-Prompts](https://github.com/Anil-matcha/Awesome-Gemini-Omni-API-Prompts) — Curated Gemini Omni prompts for video generation - [Gemini-Omni-1.1-Flash-API](https://github.com/Anil-matcha/Gemini-Omni-1.1-Flash-API) — Python SDK and MCP server for Google's newly announced Gemini Omni 1.1 Flash update - [AI-Voice-Agent](https://github.com/Anil-matcha/AI-Voice-Agent) — Self-hosted AI voice agent for real-time voice conversations, sales calls, and customer support - [awesome-ai-image-models](https://github.com/Anil-matcha/awesome-ai-image-models) — compare AI image models by API, price & quality - [flux-3-video-api](https://github.com/SamurAIGPT/flux-3-video-api) — Python wrapper focused on FLUX 3 Text-to-Video and Image-to-Video - [ai-creator-academy](https://github.com/Anil-matcha/ai-creator-academy) — free curriculum teaching creators to monetize generative AI, built on these same skills - [Flux-3-Dev-API](https://github.com/Anil-matcha/Flux-3-Dev-API) — Python wrapper for Black Forest Labs' FLUX 3 (Dev variant) — text-to-image, image-to-image, text-to-video, image-to-video - [Grok-Imagine-Image-2-API](https://github.com/Anil-matcha/Grok-Imagine-Image-2-API) — Python SDK and MCP server for Grok Imagine Image 2.0 generation and editing through MuAPI - [midjourney-api](https://github.com/Anil-matcha/midjourney-api) — Python SDK for Midjourney V7, V8, and Niji image generation through MuAPI - [suno-api](https://github.com/Anil-matcha/suno-api) — Python SDK for Suno music, audio, and voice workflows through MuAPI - [awesome-flux-3-api-prompts](https://github.com/Anil-matcha/awesome-flux-3-api-prompts) — FLUX 3 API guide, prompts, and parameters - [seedance-2.5-mcp](https://github.com/Anil-matcha/seedance-2.5-mcp) — MCP server for generating Seedance 2.5 Preview videos through MuAPI. - [seedance-2-mcp](https://github.com/Anil-matcha/seedance-2-mcp) — MCP server for generating Seedance 2 videos through MuAPI. - [Text-to-Speech-API](https://github.com/Anil-matcha/Text-to-Speech-API) — narration and dialogue API examples for media workflows. - [Speech-to-Text-API](https://github.com/Anil-matcha/Speech-to-Text-API) — transcription and audio-understanding API examples. - [Voice-Cloning-API](https://github.com/Anil-matcha/Voice-Cloning-API) — consent-aware speaking and singing voice workflows. - [Image-Enhancement-API](https://github.com/Anil-matcha/Image-Enhancement-API) — image enhancement examples for creative pipelines. - [Video-Utilities-API](https://github.com/Anil-matcha/Video-Utilities-API) — video upscaling and sound-generation utility examples. - [AI-3D-Model-API](https://github.com/Anil-matcha/AI-3D-Model-API) — 3D asset generation comparison and examples. ## ✨ Key Features - **🤖 Agent-Native Design** — CLI-powered scripts with structured JSON outputs, semantic exit codes, and `--jq` filtering for seamless agentic pipelines. - **🧠 Expert Knowledge Layer** — Domain-specific skills that bake in professional cinematography, atomic design, and branding logic. - **⚡ CLI-Powered Core** — All primitives delegate to [`muapi-cli`](https://www.npmjs.com/package/muapi-cli) — no curl, no JSON parsing, no boilerplate. - **🖼️ Direct Media Display** — Use the `--view` flag to automatically download and open generated media in your system viewer. - **📁 Local File Support** — Auto-upload images, videos, faces, and audio from your local machine to the CDN for processing. - **🌈 100+ AI Models** — One-click access to **Midjourney v7, Flux Kontext, Seedance 2.0, Kling 3.0, Veo3**, and more. - **🔌 MCP Server** — Run `muapi mcp serve` to expose all 19 tools directly to Claude Desktop, Cursor, or any MCP-compatible agent. --- ## 🏗️ Scalable Architecture This repository uses a **Core/Library** split to ensure efficiency and high-signal discovery for LLMs: ### ⚙️ Core Primitives (`/core`) Thin wrappers around [`muapi-cli`](https://github.com/SamurAIGPT/muapi-cli) for raw API access. - `core/media/` — File upload - `core/edit/` — Image editing (prompt-based) - `core/platform/` — Setup, auth & result polling ### 📚 Expert Library (`/library`) High-value skills that translate creative intent into technical directives. - **Cinema Director** (`/library/motion/cinema-director/`) — Technical film direction & cinematography. - **Nano-Banana** (`/library/visual/nano-banana/`) — Reasoning-driven image generation (Gemini 3 Style). - **UI Designer** (`/library/visual/ui-design/`) — High-fidelity mobile/web mockups (Atomic Design). - **Logo Creator** (`/library/visual/logo-creator/`) — Minimalist vector branding (Geometric Primitives). - **Seedance 2 (Doubao Video)** (`/library/motion/seedance-2/`) — Director-level cinematic video generation with text-to-video, image-to-video, and video extension with native audio-video sync. - **AI Clipping** (`/library/edit/ai-clipping/`) — Long video → ranked vertical short clips in one managed API call. Server-side transcription, virality ranking, dedupe, and face-tracked auto-crop — no local Whisper or LLM. - **YouTube Shorts** (`/library/social/youtube-shorts/`) — Platform-aware preset over AI Clipping (Shorts / TikTok / Reels / Feed defaults). Plus **41 ready-to-run workflow recipes** organized by output type — see [🎬 Recipe Pack](#-recipe-pack) below. --- ## 🎬 Recipe Pack Forty-one LLM-orchestrated workflow recipes that combine multiple `muapi-cli` calls into named end-to-end pipelines (e.g. *photo of person → 3D action figure*, *product photo → cinematic 10s ad*). Each skill is a SKILL.md the agent reads and follows; bring your own consuming agent (Claude Code, Cursor, MCP) — these are recipes, not bash wrappers. **Motion / Video (16)** | Skill | Description | |:---|:---| | [3D Logo Animation](library/motion/3d-logo-animation/) | Transform a 2D logo into a premium 3D version and animate it with professional cinematic effects | | [AI Fight Scene Generator](library/motion/ai-fight-scene/) | High-cut-density action / fight scene — 16-cell storyboard image drives Seedance 2.0 i2v for shot-by-shot choreography | | [Animal Vlogger Video](library/motion/animal-video-generator/) | Hilarious, ultra-realistic anthropomorphic-animal vlogger acting like a human in a real-world setting | | [Cartoon Dance Animation](library/motion/cartoon-dance-animation/) | Convert a photo into a Pixar-style 3D cartoon, then animate using a reference dance/motion video | | [Character Story Video](library/motion/character-story-video/) | Multi-part animated story video — establish a consistent character then animate sequential scenes | | [Drone-Style Video](library/motion/drone-style-video/) | Aerial drone-perspective footage — bird's-eye sweeps, orbit shots, and flyover sequences | | [Giant Product Showcase](library/motion/giant-product-showcase/) | Dramatic giant-scale product visual (building-sized object next to a person), optionally animated | | [Jewelry Product Video](library/motion/jewelry-product-video/) | Luxury jewelry ad with high-end commercial cinematography and detailed macro animation | | [Music Video](library/motion/music-video/) | Short music video from a song theme — keyframes, animation per beat, matching music track | | [One-Shot Video](library/motion/one-shot-video/) | Single continuous cinematic shot — no cuts, one seamless flowing scene | | [Cinematic Product Ad](library/motion/product-ad-cinematic/) | Cinematic 5–10s product ad from a product photo + brand brief | | [Product Showcase Video](library/motion/product-showcase-video/) | Dynamic product showcase with explosive ingredient arrangement + realistic motion animation | | [Product Video Ad Maker](library/motion/product-video-ad-maker/) | High-end cinematic product video ad starting from a simple product photo | | [Talking Baby Video](library/motion/talking-baby-video/) | Viral-style talking-baby video with custom costumes and scripts | | [UGC Lifestyle Try-On](library/motion/ugc-lifestyle-try-on/) | UGC-style lifestyle photos & video of a person using your product — authentic, social-native | | [UGC Video Factory](library/motion/ugc-video-factory/) | Person photo + product photo + script → 10s vertical 9:16 UGC video ad with native dialogue (Nano-Banana Pro Edit → Seedance 2.0 VIP i2v) | **Social (5)** | Skill | Description | |:---|:---| | [Instagram Post](library/social/instagram-post/) | Polished on-brand Instagram post — hero image + caption + hashtags | | [Product Campaign Pack](library/social/product-campaign/) | Full multi-channel campaign — hero visuals, social assets, short ad video, platform crops | | [RedNote Cover](library/social/rednote-cover/) | Xiaohongshu (小红书) cover image — vibrant lifestyle aesthetic with typography overlay | | [Social Media Pack](library/social/social-pack/) | Re-render a hero image into Instagram / TikTok / Shorts / X aspect ratios | | [UGC Ads Workflow](library/social/ugc-ads-workflow/) | UGC video ad pipeline — combine selfie + product image, write script, animate | **Visual / Images & Design (21)** | Skill | Description | |:---|:---| | [Action Figure Generator](library/visual/action-figure-generator/) | Convert a photo of a person into a custom 3D action figure with collectible toy packaging | | [Ad Creative Set](library/visual/ad-creative/) | High-converting ad set — hero image, copy variations, platform crops for Meta / Google / LinkedIn | | [Amazon Product Listing Pack](library/visual/amazon-product-listing/) | Full Amazon listing image set — hero, lifestyle, infographic, comparison/detail closeups | | [Blog Header](library/visual/blog-header/) | Professional 1200×628 blog header image with optional title composition guidance | | [Brand Kit](library/visual/brand-kit/) | Cohesive brand visual kit — logo concept, color palette, typography pairings | | [Brochure Designer](library/visual/brochures/) | Multi-page brochure — cover, inner spread, back — for business, real estate, events, launches | | [Couple Grid Creator](library/visual/couple-grid-creator/) | Stylized 6-box grid of a couple in romantic poses, each pose framed inside cardboard packaging | | [Brand Design Guide](library/visual/design-guide/) | Comprehensive design guide — palette, typography, UI components, visual identity rules | | [Fashion Try-On](library/visual/fashion-try-on/) | Virtually try outfits by combining a person's photo + clothing item, optional fashion model video | | [Floor Plan Rendering](library/visual/floor-plan-rendering/) | Design a 2D floor plan and convert into a realistic 3D architectural rendering | | [Interior Design](library/visual/interior-design/) | Pro interior design visualizations — redesign rooms, generate concepts, visualize furniture styles | | [Interior Design Visualizer](library/visual/interior-design-visualizer/) | Generate an empty room and fill it with stylish furniture / decor; or redesign an existing room | | [Keyboard Art Maker](library/visual/keyboard-art-maker/) | Artistic top-down photos of keyboard keycaps arranged to spell custom messages | | [Logo + Branding Package](library/visual/logo-branding/) | Logo + full branding package — variations (dark/light/icon), palette, mockups | | [Logo Generator](library/visual/logo-generator/) | Quick single-shot polished logo — fast, clean vector aesthetic with accurate brand-name text | | [Multi-Angle Reshoot](library/visual/multi-angle-reshoot/) | Re-render a subject from dramatic camera angles (fish-eye, bird's-eye, low, macro) — identity preserved | | [Multi-Angle Shots](library/visual/multi-angle-shots/) | Full multi-angle product shot set — front, side, back, top-down, 45° | | [Selfie with Celebrities](library/visual/selfie-with-celebrities/) | Realistic behind-the-scenes selfie of the user with a celebrity; optional cinematic long-take | | [Storyboard Generator](library/visual/storyboard/) | Generate N keyframes for a short story or scene sequence (image only, no video) | | [URL to Design](library/visual/url-to-design/) | Analyze a website URL and generate a redesigned, improved UI with modern aesthetics | | [YouTube Thumbnail](library/visual/youtube-thumbnail/) | High-CTR YouTube thumbnail — striking imagery, bold text placement, emotional face/subject | Each recipe declares its `inputs` and a `Steps` body. Pass the inputs and let your agent execute the steps via `muapi` CLI calls (or raw API for endpoints that don't yet have a CLI alias — see the per-skill *Notes for the Executing Agent* footer). --- ## 🚀 Quick Start ### 1. Install the muapi CLI The core scripts require [`muapi-cli`](https://www.npmjs.com/package/muapi-cli). Install it once: ```bash # via npm (recommended — no Python required) npm install -g muapi-cli # via pip pip install muapi-cli # or run without installing npx muapi-cli --help ``` ### 2. Configure Your API Key ```bash # Interactive setup muapi auth configure # Or pass directly muapi auth configure --api-key "YOUR_MUAPI_KEY" # Get your key at https://muapi.ai/dashboard?utm_source=github&utm_medium=readme&utm_campaign=generative-media-skills ``` ### 3. Install the Skills ```bash # Install all skills to your AI agent npx skills add SamurAIGPT/Generative-Media-Skills --all # Or install a specific skill npx skills add SamurAIGPT/Generative-Media-Skills --skill muapi-media-generation # Install to specific agents npx skills add SamurAIGPT/Generative-Media-Skills --all -a claude-code -a cursor ``` ### 4. Generate Your First Image ```bash muapi image generate "a cyberpunk city at night" --model flux-dev # Download the result automatically muapi image generate "a sunset over mountains" --model hidream-fast --download ./outputs # Extract just the URL (agent-friendly) muapi image generate "product on white bg" --model flux-schnell --output-json --jq '.outputs[0]' ``` ### 5. Run an Expert Skill ```bash # Use Nano-Banana reasoning to generate a 2K masterpiece bash library/visual/nano-banana/scripts/generate-nano-art.sh \ --file ./my-source-image.jpg \ --subject "a glass hummingbird" \ --style "macro photography" \ --resolution "2k" \ --view ``` ### 6. Direct a Cinematic Scene ```bash cd library/motion/cinema-director # Create a 10-second epic reveal bash scripts/generate-film.sh \ --subject "a cybernetic dragon over Tokyo" \ --intent "epic" \ --model "kling-v3.0-pro" \ --duration 10 \ --view # Animate a reference image into video bash library/motion/seedance-2/scripts/generate-seedance.sh \ --mode i2v \ --file ./concept.jpg \ --subject "camera slowly pulls back to reveal the full landscape" \ --intent "reveal" \ --view # Extend an existing video bash library/motion/seedance-2/scripts/generate-seedance.sh \ --mode extend \ --request-id "YOUR_REQUEST_ID" \ --subject "camera continues pulling back to reveal the vast city" \ --duration 10 ``` --- ### OpenCode ```bash # Clone the repo and set the MUAPI_API_KEY env var git clone https://github.com/SamurAIGPT/Generative-Media-Skills export MUAPI_API_KEY=your_key_here # Skills auto-load from .opencode/skills/ when you run opencode in this directory opencode ``` ## 🤖 MCP Server Run muapi as a **Model Context Protocol server** so Claude Desktop, Cursor, or any MCP-compatible agent can call generation tools directly — no shell scripts needed. ```bash muapi mcp serve ``` **Claude Desktop config** (`~/Library/Application Support/Claude/claude_desktop_config.json`): ```json { "mcpServers": { "muapi": { "command": "muapi", "args": ["mcp", "serve"], "env": { "MUAPI_API_KEY": "your-key-here" } } } } ``` This exposes **19 structured tools** with full JSON Schema input/output definitions: | Tool | Description | |------|-------------| | `muapi_image_generate` | Text-to-image (14 models) | | `muapi_image_edit` | Image-to-image editing (11 models) | | `muapi_video_generate` | Text-to-video (13 models) | | `muapi_video_from_image` | Image-to-video (16 models) | | `muapi_audio_create` | Music generation (Suno) | | `muapi_audio_from_text` | Sound effects (MMAudio) | | `muapi_enhance_upscale` | AI upscaling | | `muapi_enhance_bg_remove` | Background removal | | `muapi_enhance_face_swap` | Face swap image/video | | `muapi_enhance_ghibli` | Ghibli style transfer | | `muapi_edit_lipsync` | Lip sync to audio | | `muapi_edit_clipping` | AI highlight extraction | | `muapi_predict_result` | Poll prediction status | | `muapi_upload_file` | Upload local file → URL | | `muapi_keys_list` | List API keys | | `muapi_keys_create` | Create API key | | `muapi_keys_delete` | Delete API key | | `muapi_account_balance` | Get credit balance | | `muapi_account_topup` | Add credits (Stripe checkout) | --- ## ⚡ Agentic Pipeline Examples ```bash # Submit async, capture request_id, poll when ready REQUEST_ID=$(muapi video generate "a dog running on a beach" \ --model kling-master --no-wait --output-json --jq '.request_id' | tr -d '"') # ... do other work ... muapi predict wait "$REQUEST_ID" --download ./outputs # Pipe a prompt from another command generate_prompt | muapi image generate - --model flux-dev # Chain: upload → edit → download URL=$(muapi upload file ./photo.jpg --output-json --jq '.url' | tr -d '"') muapi image edit "make it look like a painting" --image "$URL" \ --model flux-kontext-pro --download ./outputs ``` --- ## 📖 Schema Reference This repository includes a streamlined `schema_data.json` that core scripts use at runtime to: - **Validate Model IDs**: Ensures the requested model exists. - **Resolve Endpoints**: Automatically maps model names to API endpoints. - **Check Parameters**: Validates supported `aspect_ratio`, `resolution`, and `duration` values. Discover all available models via the CLI: ```bash muapi models list muapi models list --category video --output-json ``` --- ## 🔧 Compatibility Optimized for the next generation of AI development environments: - **Claude Code** — Direct terminal execution via tools + MCP server mode. - **Gemini CLI / Cursor / Windsurf** — Seamless integration as local scripts. - **MCP** — Full Model Context Protocol server with typed input/output schemas. - **CI/CD** — `--output-json`, `--jq`, semantic exit codes for scripting. --- ## 📄 License MIT © 2026