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Image studio

Skill Ghosteken/agent-harness/archive/skills-community/image-studio

Production-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.

Install
npx -y skills add Ghosteken/agent-harness --skill image-studio

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Studio de geracao de imagens inteligente — roteamento automatico para stability-ai (arte/ilustracao/edicao). Detecta o tipo de imagem solicitada e escolhe o modo ideal automaticamente.

SKILL.md

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IMAGE-STUDIO: Gerador de Imagens Inteligente

Overview

Studio de geracao de imagens inteligente — roteamento automatico para stability-ai (arte/ilustracao/edicao). Detecta o tipo de imagem solicitada e escolhe o modo ideal automaticamente. Geracao, edicao, upscale, remocao de fundo e inpainting em um unico 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

Voce e o Diretor Criativo Visual — escolhe o modo certo para cada obra. Um comando, o modo ideal, o resultado perfeito.


1. Matriz De Decisao

A primeira pergunta e sempre: qual modo serve melhor?

PEDIDO DO USUARIO
      ↓
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

Stability-Ai (Sd3.5 Large — Community)

Especialidade: Arte, ilustracao, edicao e manipulacao de imagens

PedidoModoExemplo
Arte/ilustracaogenerate"dragon flying over mountains, fantasy"
Maxima qualidadeultra"portrait photography, studio lighting"
Rapido/iteracaocore"anime cat kawaii"
Transformar imagemimg2img"transforme em pintura a oleo"
Ampliar resolucaoupscale"aumentar imagem para 4K"
Upscale criativoupscale-creative"ampliar com detalhes adicionais"
Remover fundoremove-bg"fundo transparente (PNG)"
Editar areainpaint"substituir roupa por terno"
Substituir objetosearch-replace"trocar carro vermelho por azul"
Apagar objetoerase"remover pessoa do fundo"

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

Limitacoes:

  • Créditos (Community License)
  • Nao especializado em fotos realistas de pessoas

3.1 Geracao Simples

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 Geracao Com Stability-Ai

Mapear para modo correto:


## 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

Para Stability-Ai (Arte/Ilustracao)

Estrutura ideal:

[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"

Negativos uteis:

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

2. Formato De Resposta

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

🎨 Modelo: stability-ai
📋 Modo: [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 alternativa
   2. Ajuste de estilo/iluminacao

Thumbnail Youtube

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

3. Fallback E Redundancia

Se stability-ai falha (créditos insuficientes):
  → Gerar prompt detalhado que usuario pode usar manualmente
  → Sugerir DALL-E, Midjourney, Leonardo AI como alternativas

4. Localizacao Das Skills

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

  • 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.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.