🎭 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

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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.

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🏗️ 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.

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🎬 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).

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🚀 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

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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)

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⚡ 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

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📖 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

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🔧 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.

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📄 License

MIT © 2026