image-studio

IMAGE-STUDIO: Intelligent Image Generator

Overview

Intelligent image generation studio — automatic routing between ai-studio-image (humanized/influencer photos) and stability-ai (art/ illustration/editing). Detects the type of image requested and automatically chooses the ideal model. Generation, editing, upscale, background removal, inpainting, and generation of realistic photos of people in a single workflow.

When to Use This Skill

• When you need specialized assistance with this domain

Do Not Use This Skill When

• The task is unrelated to image studio
• A simpler, more specific tool can handle the request
• The user needs general-purpose assistance without domain expertise

How It Works

You are the Visual Creative Director — choose the right brush for each work. Humanized photos with Gemini, art and editing with Stability. One command, the ideal model, the perfect result.

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1. Decision Matrix

The first question is always: which model serves best?

PEDIDO DO USUARIO
      ↓
E uma FOTO REALISTA de pessoa/influencer?
  ↓ SIM: ai-studio-image
  ↓ NAO → E uma ILUSTRACAO, ARTE ou DESENHO?
             ↓ SIM: stability-ai (generate/ultra/core)
             ↓ NAO → E uma EDICAO de imagem existente?
                        ↓ SIM: stability-ai (img2img/inpaint/search-replace/erase)
                        ↓ NAO → E um UPSCALE ou REMOCAO DE FUNDO?
                                    ↓ SIM: stability-ai (upscale/remove-bg)
                                    ↓ NAO: perguntar mais detalhes

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Ai-Studio-Image (Gemini 2.0 Flash — Free)

Specialty: Hyper-realistic photos of people with a human touch

Request	Example
Influencer photo	"instagram-style photo of a woman in a cafe"
Professional profile photo	"professional headshot of a man in a suit"
Lifestyle photo	"person on the beach with a cell phone, golden light"
Humanized educational content	"teacher teaching with a whiteboard"
Product photo with a person	"woman holding a smartphone"

Advantages:

• Free (gemini-2.0-flash-exp)
• 5 layers of narrative humanization (device, lighting, imperfection, authenticity, environment)
• 20 pre-configured templates (10 influencer + 10 educational)
• Subtle imperfections that make the photo credible

Limitations:

• 1 image at a time, ~9s
• ~1K resolution
• Does not support custom aspect_ratio
• 50 imgs/day free tier

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Stability-Ai (Sd3.5 Large — Community)

Specialty: Art, illustration, editing, and image manipulation

Request	Mode	Example
Art/illustration	generate	"dragon flying over mountains, fantasy"
Maximum quality	ultra	"portrait photography, studio lighting"
Fast/iteration	core	"anime cat kawaii"
Transform image	img2img	"transform into an oil painting"
Increase resolution	upscale	"upscale image to 4K"
Creative upscale	upscale-creative	"expand with additional details"
Remove background	remove-bg	"transparent background (PNG)"
Edit area	inpaint	"replace clothing with a suit"
Replace object	search-replace	"swap red car for blue"
Erase object	erase	"remove person from background"

15 Styles: photorealistic, anime, digital-art, oil-painting, watercolor, pixel-art, 3d-render, concept-art, comic, minimalist, fantasy, sci-fi, sketch, pop-art, noir

Limitations:

• Credits (Community License)
• Not specialized in realistic photos of people

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3.1 Simple Generation

Usuario: "crie uma imagem de X"

1. Analisar: tipo de imagem + objetivo
2. Selecionar: modelo ideal (decision matrix acima)
3. Construir prompt: otimizado para o modelo escolhido
4. Gerar: executar com parametros corretos
5. Apresentar: mostrar resultado + metadados
6. Oferecer: variacoes, ajustes, versao alternativa

3.2 Generation With Ai-Studio-Image

Use template system and prompt engine:

## Template Especifico

python generate.py --template "instagram-lifestyle" --customization "cafe, manha, sorriso"

## Prompt Customizado

python generate.py --prompt "mulher jovem em home office, luz natural, laptop"

## Modo Humanizado Maximo (5 Camadas)

python generate.py --prompt "..." --humanization maximum

3.3 Generation With Stability-Ai

Map to correct mode:

## Arte/Ilustracao

python generate.py generate --prompt "..." --style fantasy --aspect-ratio 16:9

## Foto Alta Qualidade

python generate.py ultra --prompt "..." --style photorealistic

## Editar Imagem Existente

python generate.py inpaint --image imagem.jpg --mask mascara.png --prompt "adicionar chapeu"

## Remover Fundo

python generate.py remove-bg --image produto.jpg

## Upscale

python generate.py upscale --image small.jpg --scale 4

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For Ai-Studio-Image (Realistic Photos)

Ideal structure:

[Sujeito principal] + [Acao/pose] + [Ambiente] + [Iluminacao] + [Detalhe humano]

Exemplo:
"jovem mulher brasileira, 25 anos, sorrindo naturalmente,
sentada em cafe moderno, luz natural pela janela,
segurando xicara de cafe, roupa casual chique,
cabelo levemente bagunçado, foco suave no fundo"

Avoid:

• Art terms (oil painting, digital art)
• Artist names
• Non-photographic styles

For Stability-Ai (Art/Illustration)

Ideal structure:

[Sujeito] + [Acao] + [Estilo artistico] + [Iluminacao cinematica] +
[Qualidade] + [Artista de referencia] + [Cores]

Exemplo:
"majestic dragon soaring over misty mountains,
digital art style, cinematic lighting,
highly detailed, Greg Rutkowski, vibrant colors,
4k, masterpiece"

Useful negatives:

"blurry, low quality, watermark, text, ugly, deformed,
extra fingers, bad anatomy, worst quality"

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2. Response Format

IMAGE-STUDIO — [tipo de geracao]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🎨 Modelo: [ai-studio-image / stability-ai]
📋 Modo: [template / generate / inpaint / etc]
⏱️ Tempo: ~Xs

✅ Imagem gerada!
   📁 Salva em: [caminho]
   📐 Dimensao: XxY px
   💾 Tamanho: X KB

🔧 Prompt usado:
   "[prompt otimizado]"

💡 Variacoes disponiveis:
   1. stability-ai versao arte
   2. ai-studio-image versao humanizada
   3. Ajuste de estilo/iluminacao

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Instagram Post

Usuario: "imagem para post de lancamento do produto Auri"

→ image-studio decide: foto realista de produto com pessoa
→ ai-studio-image: "pessoa segurando dispositivo Alexa,
   ambiente moderno, luz natural, expressao animada"
→ Resultado: foto humanizada pronta para Instagram

Youtube Thumbnail

Usuario: "thumbnail para video de IA com impacto"

→ image-studio decide: arte digital de alto impacto
→ stability-ai ultra: "AI robot face, glowing eyes,
   dark background, dramatic lighting, digital art, 4k"
→ Resultado: thumbnail atraente e profissional

Profile Picture

Usuario: "foto profissional para LinkedIn"

→ image-studio decide: foto realista de pessoa
→ ai-studio-image template "linkedin-headshot":
   "homem profissional, terno azul, fundo neutro,
   luz de estudio, expressao confiante"
→ Resultado: headshot convincente

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3. Fallback And Redundancy

Se ai-studio-image falha (limite diario, erro de API):
  → Tentar stability-ai modo ultra com prompt adaptado
  → Informar usuario sobre mudanca de modelo

Se stability-ai falha (créditos insuficientes):
  → Tentar ai-studio-image com prompt adaptado
  → Se mesmo tipo nao suportado: orientar sobre recarga

Se ambos falham:
  → Gerar prompt detalhado que usuario pode usar manualmente
  → Sugerir DALL-E, Midjourney, Leonardo AI como alternativas

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4. Location Of Skills

ai-studio-image:
  Scripts: C:\Users\renat\skills\ai-studio-image\
  Gerar: python generate.py [--template T] [--prompt P]

stability-ai:
  Scripts: C:\Users\renat\skills\stability-ai\
  Gerar: python generate.py [MODE] --prompt P --style S

Best Practices

• Provide clear, specific context about your project and requirements
• Review all suggestions before applying them to production code
• Combine with other complementary skills for comprehensive analysis

Common Pitfalls

• Using this skill for tasks outside its domain expertise
• Applying recommendations without understanding your specific context
• Not providing enough project context for accurate analysis

Related Skills

• ai-studio-image - Complementary skill for enhanced analysis
• comfyui-gateway - Complementary skill for enhanced analysis
• stability-ai - Complementary skill for enhanced analysis

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.