AIGC Visual Art Poster Design

Problem

Poster-style AIGC requests often fail in the same two places: prompts are too generic, relying on vague terms like cinematic or premium, while cross-platform parameter syntax is easy to mix up between Midjourney, Jimeng AI, and GPT Image 2. This skill turns common poster categories into reusable visual rules, making it easier to move from a brief to an actionable generation prompt.

How It Works

• Category first: it covers ten categories and 40+ sub-styles, including theatre/art events, hard-core FPS, film, horror, music, luxury brands, book covers, product launches, documentaries/information design, and 2025 trends.
• Structured visual language: each category defines a visual DNA with composition, color, lighting, typography, material, negative space, and checklists, reducing adjective stacking.
• Prompt generation: templates are organized by style variants, starting with core mood, subject hierarchy, and color strategy, then adding typography, camera, texture, and negative constraints.
• Platform adaptation: default templates lean toward Midjourney, but key parameters can be mapped to Jimeng AI or GPT Image 2; it can also support platform sizing, font pairing, and client briefs.

Boundaries

This is a design framework and prompt knowledge base, not an auto-retouching, layout-export, or brand-VI audit tool. Final visuals still need iteration with real brand assets, licensed materials, and platform-specific rendering results.