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.
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Advanced Prompt Engineering: Transforms simple text inputs into complex, descriptive prompts optimized for high-end AI image generators.
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Scenario-Specific Logic: Utilizes dedicated sub-modules for diverse applications including e-commerce, OOH advertising, social media (Xiaohongshu, Douyin), and concept art.
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Creative Problem Solving: Proactively avoids symmetry-heavy, stale, or hollow compositions by injecting specific artistic styles, lighting details, and dynamic layering.
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Interactive Design Flow: Engages users through a structured process of requirements analysis, scene identification, and collaborative refinement of design concepts.
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Input requirements include target platform, desired mood, product attributes, or simple creative briefs.
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Outputs consist of polished, ready-to-use image generation prompts along with creative design rationales.
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Constraints: The agent is optimized to prevent mediocre outcomes by enforcing creative direction based on the selected scene sub-file.
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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