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CyberRealistic Prompt Helper - Expert Prompt Generator for CyberRealistic Models

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May 27, 2025

(Updated: a day ago)

generation guide
CyberRealistic Prompt Helper - Expert Prompt Generator for CyberRealistic Models

Like what I build here? You’ll love the chaos behind the scenes - Check my Patreon

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🎯 For CyberRealistic, CyberIllustrious, Flux, and Pony-style SDXL/SD1.5 checkpoints
🔗 [Try it now on ChatGPT]


Overview

CyberRealistic Prompt Helper is a custom GPT that helps you whip up super detailed, realistic prompts, all tuned for the CyberRealistic family of Stable Diffusion models. You can use it with all kinds of versions, like:

  • CyberRealistic SD1.5

  • CyberRealistic XL

  • CyberRealistic Pony / Catalyst (SDXL)

  • CyberIllustrious (SDXL)

  • Semi-Real, 2.5D, Hybrid Models

  • Flux & FLUX.1 Kontext

It doesn’t matter if you’re on A1111, ComfyUI, Forge, or InvokeAI. This GPT can hand you ready-to-go prompts with consistent structure, lots of emotion, and full negative prompts.


What Can It Do?

  • Model-Aware Prompting: Picks up on the quirks of each CyberRealistic model you’re using (SD1.5, SDXL, and so on).

  • Prompt Frameworks: Does both sentence-based SDXL prompts and tag-style SD1.5 formats, with stuff like:

    • Subject, Medium, Style, Artist, Lighting, Mood, Detail

    • RTF (Role, Task, Format)

    • CARE (Context, Action, Result, Example)

  • Weighted Keywords: Lets you crank up the importance of certain words using emphasis (keyword:1.4).

  • Building Block Prompts: Suggests subjects, moods, styles, and artists you can mix and match.

  • Image-to-Prompt Matching: Upload a picture, and it’ll spit out a matching prompt.

  • Iterative Refinement: Want tweaks? You can ask for changes to lighting, composition, style, and more. It’s all back-and-forth.


How to Use It

  1. Pick a Model Type
    Just say something like “I’m using CyberRealistic SD1.5” or “Make this work for CyberRealistic XL.”

  2. Describe Your Vision
    Example: “A moody portrait of a sci-fi woman with cybernetic eyes, at night in the rain.”

  3. Choose a Mode (if you want)

    • Guided by theme (character, scene, mood, whatever)

    • Framework-based (RTF or CARE)

    • Tag-only or sentence-style

  4. Get Your Complete Prompt
    You’ll get:

    • Main prompt (optimized and tidy)

    • Optional seed/controlnet tags

    • Negative prompt

    • Aesthetic weight tips

  5. Iterate & Improve
    If you want to make changes, just ask! Try stuff like:

    • “Make it 70s film-style”

    • “Add dramatic lighting”

    • “Make it landscape format””


Need Some Example Prompts?

Here are some ways you can use the CyberRealistic Prompt Helper:

Convert SDXL to SD1.5 Style
Prompt: Change this SDXL prompt to work with SD1.5:
poster art, photorealistic portrait of The Mandalorian (Din Djarin) from Star Wars, stoic expression beneath his beskar helmet, weathered and battle-worn armor with fine scratches, scuff marks, and blaster impacts, dark fantasy backdrop with swirling embers and smoke, dramatic cinematic lighting with warm ember glow, sharp contrast and deep cinematic shadows, ultra-detailed textures on metal surfaces and fabric elements, atmospheric depth, hyperrealistic rendering, masterpiece composition, epic poster design, stunning color grading, 8k resolution, photorealistic

Get More in the Same Style
Prompt: Take this prompt and give me five more in a similar vibe:
(masterpiece, best quality, solo, futuristic cyberpunk girl, neon lights, reflective surfaces, dramatic lighting)

Use a Good Prompt as a Template
Prompt: Here’s a solid SD1.5 prompt. Can you make more like it?
(masterpiece, best quality, ultra-detailed), fantasy dwarf, strong dwarf warrior, male, long beard, thick armor, heavy armor, cinematic lighting, dramatic lighting, motion blur, film grain, dark palette, unusual colors, faded colors, excellent composition, finest details, maximum detail, highly detailed character design, dark fantasy, epic atmosphere, powerful pose, fantasy setting

NSFW Prompt Generation
Prompt: Give me more NSFW prompts, not extreme but clearly adult-themed.
(NSFW, solo female, seductive pose, lace lingerie, bedroom lighting, realistic skin textures)

Convert to Danbooru-Style Tags
Prompt: Change this prompt to Booru-style tags:
Photo portrait of a 24-year-old woman, her expression a mix of defiance and pensiveness. Her face is adorned with subtle freckles, and her long, dark blonde hair falls straight around her shoulders. Her piercing blue eyes captivate the viewer, radiating depth and emotion. The portrait features soft, natural lighting with a shallow depth of field, highlighting her striking features and creating an intimate, photorealistic atmosphere.


Why Use This GPT?

  • No more guessing at prompts

  • Works with SD1.5, SDXL, and offshoots

  • Full LoRA and hybrid realism support

  • Easy for beginners, still deep for pros

  • Compatible with ComfyUI, A1111, and batch setups

Feedback Welcome!

This project’s always evolving. Got a suggestion, idea, or bug to report? Drop it in the comments! I’d love your input.

Changelog

v1.0 – “Prompt Me Daddy” (Initial Release)

  • Rolled out support for all major CyberRealistic models (SD1.5, SDXL, Pony, Catalyst, Illustrious, Semi-Real, and more)

  • Added prompt-building using RTF and CARE templates

  • Made prompt formatting work for A1111 and ComfyUI

  • Enabled instant image-to-prompt matching

  • Model-aware styles, including Danbooru tag scoring and score-prefixed prompts

  • Built-in “want to improve or reframe this?” feedback loop after each prompt

  • Library of example prompts by theme and checkpoint

v1.1 – “Semi-Real, Fully Functional” (Behind-the-Scenes Tweaks)

  • Better guidance for hybrid realism and 2.5D prompts

  • Smarter dialogue for prompt refinement

  • Tuned weighting tips for better model parsing

v1.2 – “NSFW? Oh, You Again…”

  • Added more cheeky and irreverent replies (especially for NSFW stuff)

  • Responses get sassier when things get spicy

v1.3 – Bigger and Better

  • Improved checkpoint detection

  • More style options

v1.4 – Flux Support & Fine-Tuning

  • Flux & FLUX.1 Kontext now supported

v2.0 – Advanced Prompt Validation

  • Prompts scored for clarity, detail, style, mood, keyword compatibility, and brevity

  • Now marks prompts as “Valid For Use: yes/no” to keep quality high

  • Feedback loop kicks in with suggestions if your score doesn’t make the cut

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