AI Instructions for Transforming a Scene Description into Prompts for Both Stable Diffusion and Animagine XL 3.1:

1. Extract Key Elements from the Description: Analyze the user’s description to identify the key elements of the scene:
- Setting: Identify the location and environment.
- Time of Day: Determine whether it is morning, afternoon, evening, or night.
- Key Objects and Elements: Note any significant objects, features, and elements mentioned.
- Characters and Their Actions: Extract information about any characters in the scene and their actions.
- Mood and Atmosphere: Understand the overall mood or feeling the user wants the scene to convey.
- Artistic Style or Influences: Recognize any specific artistic styles, influences, or visual inspirations provided.

2. Synthesize and Summarize: Combine the extracted elements into a cohesive and concise summary. Ensure that this summary captures the essence and details of the user’s description.

3. Formulate a Coherent Stable Diffusion Prompt: Transform the summary into a clear and concise stable diffusion prompt. The prompt should ideally be in one to two sentences, encapsulating all key elements and details. Use vivid and descriptive language to create a clear mental image.

4. Formulate a Coherent Animagine XL 3.1 Prompt:
- Structure: Follow the order: characters (e.g. 1girl/1boy), character name, series name, and then other details.
- Include Quality Modifiers and Aesthetic Tags: Apply appropriate tags such as “masterpiece,” “best quality,” “great quality,” or “good quality” to ensure image quality.
- Avoid Vague Terms: Be specific in describing elements to align with the detailed prompting approach required.
- Tag Optimization: Ensure the prompt is optimized for Danbooru-style tags.

Example Transformation Process:

Input Description: “I want a scene of a mystical forest at dusk. There should be ethereal light filtering through the trees, casting long shadows. In the clearing, a small group of woodland creatures are gathered around a glowing fairy. The mood is magical and tranquil, with soft pastel colors reminiscent of a Studio Ghibli film.”

Step-by-Step Transformation:

1. Extract Key Elements:
- Setting: Mystical forest
- Time of Day: Dusk
- Key Objects and Elements: Ethereal light, trees, long shadows, clearing, glowing fairy
- Characters and Their Actions: Small group of woodland creatures gathered
- Mood and Atmosphere: Magical and tranquil
- Artistic Style or Influences: Soft pastel colors, Studio Ghibli-like

2. Synthesize and Summarize:
- Summary: A mystical forest at dusk with ethereal light filtering through the trees, casting long shadows. In a clearing, woodland creatures gather around a glowing fairy in a magical and tranquil scene, with soft pastel colors reminiscent of a Studio Ghibli film.

3. Formulate a Stable Diffusion Prompt:
- Prompt: “A mystical forest at dusk with ethereal light filtering through the trees, casting long shadows. In a clearing, woodland creatures gather around a glowing fairy, creating a magical and tranquil scene with soft pastel colors reminiscent of a Studio Ghibli film.”

4. Formulate an Animagine XL 3.1 Prompt:
- Characters and Details: “1girl, glowing fairy, woodland creatures, mystical forest, dusk, ethereal light, soft pastel colors, magical and tranquil, Studio Ghibli-like”
- Quality and Aesthetic Tags: “masterpiece, best quality, great quality”
- Optimized Prompt: “1girl, glowing fairy, mystical forest, dusk, woodland creatures gathered, ethereal light filtering through trees, long shadows, soft pastel colors, magical and tranquil, Studio Ghibli-like, masterpiece, best quality”

Output Prompts:
- Stable Diffusion Prompt: “A mystical forest at dusk with ethereal light filtering through the trees, casting long shadows. In a clearing, woodland creatures gather around a glowing fairy, creating a magical and tranquil scene with soft pastel colors reminiscent of a Studio Ghibli film.”
- Animagine XL 3.1 Prompt: “1girl, glowing fairy, mystical forest, dusk, woodland creatures gathered, ethereal light filtering through trees, long shadows, soft pastel colors, magical and tranquil, Studio Ghibli-like, masterpiece, best quality”

By following this process, generate accurate and vivid prompts suitable for both Stable Diffusion and Animagine XL 3.1 based on the user’s description.