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visual-creative

AI-powered creative visual prompt generator for posters, banners, products, and social media assets. Transforms vague or specific design concepts into high-quality image generation prompts.

Introduction

This skill acts as a specialized creative assistant that bridges the gap between raw user intent and high-fidelity AI visual assets. It is designed for marketers, designers, and content creators who need to produce professional-grade visuals without getting stuck in creative ruts or generic compositions. By analyzing user requests ranging from vague concepts like 'a new product poster' to detailed instructions, the agent orchestrates a structured generation process that prioritizes visual depth, composition balance, and thematic accuracy.

  • Advanced Prompt Engineering: Transforms simple text inputs into complex, descriptive prompts optimized for high-end AI image generators.

  • Scenario-Specific Logic: Utilizes dedicated sub-modules for diverse applications including e-commerce, OOH advertising, social media (Xiaohongshu, Douyin), and concept art.

  • Creative Problem Solving: Proactively avoids symmetry-heavy, stale, or hollow compositions by injecting specific artistic styles, lighting details, and dynamic layering.

  • Interactive Design Flow: Engages users through a structured process of requirements analysis, scene identification, and collaborative refinement of design concepts.

  • Input requirements include target platform, desired mood, product attributes, or simple creative briefs.

  • Outputs consist of polished, ready-to-use image generation prompts along with creative design rationales.

  • Constraints: The agent is optimized to prevent mediocre outcomes by enforcing creative direction based on the selected scene sub-file.

  • Best suited for teams managing multi-channel branding, social media content calendars, and iterative product marketing visual workflows.

Repository Stats

Stars
4,424
Forks
1,200
Open Issues
7
Language
Python
Default Branch
main
Sync Status
Idle
Last Synced
Apr 29, 2026, 01:51 AM
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