开箱即用获取专业级AI生成图像、视频、音频内容，快速完成营销、创作类媒体项目，大幅提升创作效率
详细介绍
🎭 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 .
🚀 Get Started | 🎬 Recipe Pack | 🎨 Expert Library | ⚙️ Core Primitives | 🤖 MCP Server | 📖 Reference
Related Projects
MiniMax-H3-API — Python SDK for MiniMax H3 video-generation workflows on Muapi.
awesome-minimax-h3-prompts — Prompt gallery and runnable examples for the MiniMax H3 skills.
Wan-3.0-API — Python SDK and MCP server for Wan 3.0-compatible video-generation workflows.
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 — Curated GPT-Image-2 prompts to use with these skills
Awesome-Gemini-Omni-API-Prompts — Curated Gemini Omni prompts for video generation
AI-Voice-Agent — Self-hosted AI voice agent for real-time voice conversations, sales calls, and customer support
awesome-ai-image-models — compare AI image models by API, price & quality
flux-3-video-api — Python wrapper focused on FLUX 3 Text-to-Video and Image-to-Video
ai-creator-academy — free curriculum teaching creators to monetize generative AI, built on these same skills
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 — Python SDK and MCP server for Grok Imagine Image 2.0 generation and editing through MuAPI
awesome-flux-3-api-prompts — FLUX 3 API guide, prompts, and parameters
seedance-2.5-mcp — MCP server for generating Seedance 2.5 Preview videos through MuAPI.
seedance-2-mcp — MCP server for generating Seedance 2 videos through MuAPI.
✨ 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 — 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 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 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
Transform a 2D logo into a premium 3D version and animate it with professional cinematic effects
AI Fight Scene Generator
High-cut-density action / fight scene — 16-cell storyboard image drives Seedance 2.0 i2v for shot-by-shot choreography
Animal Vlogger Video
Hilarious, ultra-realistic anthropomorphic-animal vlogger acting like a human in a real-world setting
Cartoon Dance Animation
Convert a photo into a Pixar-style 3D cartoon, then animate using a reference dance/motion video
Character Story Video
Multi-part animated story video — establish a consistent character then animate sequential scenes
Drone-Style Video
Aerial drone-perspective footage — bird's-eye sweeps, orbit shots, and flyover sequences
Giant Product Showcase
Dramatic giant-scale product visual (building-sized object next to a person), optionally animated
Jewelry Product Video
Luxury jewelry ad with high-end commercial cinematography and detailed macro animation
Music Video
Short music video from a song theme — keyframes, animation per beat, matching music track
One-Shot Video
Single continuous cinematic shot — no cuts, one seamless flowing scene
Cinematic Product Ad
Cinematic 5–10s product ad from a product photo + brand brief
Product Showcase Video
Dynamic product showcase with explosive ingredient arrangement + realistic motion animation
Product Video Ad Maker
High-end cinematic product video ad starting from a simple product photo
Talking Baby Video
Viral-style talking-baby video with custom costumes and scripts
UGC Lifestyle Try-On
UGC-style lifestyle photos & video of a person using your product — authentic, social-native
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
Polished on-brand Instagram post — hero image + caption + hashtags
Product Campaign Pack
Full multi-channel campaign — hero visuals, social assets, short ad video, platform crops
RedNote Cover
Xiaohongshu (小红书) cover image — vibrant lifestyle aesthetic with typography overlay
Social Media Pack
Re-render a hero image into Instagram / TikTok / Shorts / X aspect ratios
UGC Ads Workflow
UGC video ad pipeline — combine selfie + product image, write script, animate
Visual / Images & Design (21)
Skill
Description
Action Figure Generator
Convert a photo of a person into a custom 3D action figure with collectible toy packaging
Ad Creative Set
High-converting ad set — hero image, copy variations, platform crops for Meta / Google / LinkedIn
Amazon Product Listing Pack
Full Amazon listing image set — hero, lifestyle, infographic, comparison/detail closeups
Blog Header
Professional 1200×628 blog header image with optional title composition guidance
Brand Kit
Cohesive brand visual kit — logo concept, color palette, typography pairings
Brochure Designer
Multi-page brochure — cover, inner spread, back — for business, real estate, events, launches
Couple Grid Creator
Stylized 6-box grid of a couple in romantic poses, each pose framed inside cardboard packaging
Brand Design Guide
Comprehensive design guide — palette, typography, UI components, visual identity rules
Fashion Try-On
Virtually try outfits by combining a person's photo + clothing item, optional fashion model video
Floor Plan Rendering
Design a 2D floor plan and convert into a realistic 3D architectural rendering
Interior Design
Pro interior design visualizations — redesign rooms, generate concepts, visualize furniture styles
Interior Design Visualizer
Generate an empty room and fill it with stylish furniture / decor; or redesign an existing room
Keyboard Art Maker
Artistic top-down photos of keyboard keycaps arranged to spell custom messages
Logo + Branding Package
Logo + full branding package — variations (dark/light/icon), palette, mockups
Logo Generator
Quick single-shot polished logo — fast, clean vector aesthetic with accurate brand-name text
Multi-Angle Reshoot
Re-render a subject from dramatic camera angles (fish-eye, bird's-eye, low, macro) — identity preserved
Multi-Angle Shots
Full multi-angle product shot set — front, side, back, top-down, 45°
Selfie with Celebrities
Realistic behind-the-scenes selfie of the user with a celebrity; optional cinematic long-take
Storyboard Generator
Generate N keyframes for a short story or scene sequence (image only, no video)
URL to Design
Analyze a website URL and generate a redesigned, improved UI with modern aesthetics
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 . Install it once:
# 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
# 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
# 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
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
# 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
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
# 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.
muapi mcp serve
Claude Desktop config ( ~/Library/Application Support/Claude/claude_desktop_config.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
# 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:
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
试试这样做
- 帮我生成一条带有专业电影级特写和丝滑动画效果的高端珠宝产品宣传视频
- 帮我把现有的2D品牌logo转换成带有电影级特效的3D动态logo
- 生成一条适配YouTube Shorts的竖版产品展示短视频
作者：SamurAIGPT 自媒体人 / 设计师 ｜ GitHub Stars 4.1K ｜ 标签：图片设计 视频 已认证 开源许可: MIT
来源：colaos.ai ｜ Skill ID：generative-media-skills
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