Prompt Optimization Extensions Diffusion Models

WebUI extensions and tools for refining, managing, testing, and analyzing prompts in Stable Diffusion workflows. Includes prompt syntax highlighting, generation, post-processing, tokenization visualization, and prompt management. Does NOT include prompt engineering methodologies, general prompt databases, or non-WebUI prompt tools.

There are 59 prompt optimization extensions models tracked. The highest-rated is philz1337x/clarity-upscaler at 46/100 with 4,998 stars.

Get all 59 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=prompt-optimization-extensions&limit=20"

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#	Model	Score	Tier	Stars	Language
1	philz1337x/clarity-upscaler Clarity AI \| AI Image Upscaler & Enhancer - free and open-source Magnific Alternative	46	Emerging	4,998	Python
2	Aquiles-ai/Aquiles-Image A high-performance, memory-efficient inference server for diffusion models,...	44	Emerging	15	Python
3	jhc13/taggui Tag manager and captioner for image datasets	41	Emerging	1,280	Python
4	kaihsu0327/ai-image-upscaler 🤖 Enhance your images effortlessly with AI-powered upscaling using...	38	Emerging	3	Python
5	JiangkaiWu/Promptus Official impl. of AAAI Oral Paper "Promptus: Can Prompts Streaming Replace...	38	Emerging	77	Python
6	wfjsw/danbooru-diffusion-prompt-builder Danbooru / NovelAI 标签超市	38	Emerging	1,196	TypeScript
7	jamesmoore/SDMeta Extract SD (Automatic1111, ComfyUI) metadata from generated files in bulk,...	33	Emerging	18	C#
8	antis0007/sd-webui-gelbooru-prompt Extension that gets tags for saved gelbooru images in AUTOMATIC1111's Stable...	33	Emerging	41	Python
9	Ikari132/sd-image-info Simple in-browser stable diffusion prompt reader	33	Emerging	40	Vue
10	Kahsolt/stable-diffusion-webui-prompt-travel Travel between prompts in the latent space to make pseudo-animation,...	32	Emerging	268	Python
11	imrayya/stable-diffusion-webui-Prompt_Generator An extension to AUTOMATIC1111 WebUI for stable diffusion which adds a prompt...	31	Emerging	248	Python
12	ikks/libreoffice-stable-diffusion LibreOffice extension to generate AI images powered by AIHorde	31	Emerging	14	Python
13	Inupedia/anime-character-image-preprocessing Image preprocessing, including character cropping, background removal, image...	29	Experimental	35	Python
14	HaW-Tagger/HWtagger A software to automatically tag images. It's primary use is for training...	28	Experimental	24	Python
15	shirooo39/get-danbooru-tags A simply Python script to easily grab tags of an image on Danbooru	28	Experimental	11	Python
16	niklasku/IF-webui DeepFloyd IF web UI	28	Experimental	30	Python
17	ShinChven/deepdanbooru-tagger DeepDanbooru Tagger is a command-line tool designed to tag images using the...	27	Experimental	7	Python
18	SoftMeng/stable-diffusion-prompt-pai generate a good stable diffusion prompt by alibaba-pai	26	Experimental	52	Python
19	itterative/yadt Yet Another Dataset Tagger	25	Experimental	2	Python
20	NovaFemme/Snap-Prompt Snap Prompts is a modern desktop application designed for AI artists and...	24	Experimental	2	JavaScript
21	Nenotriple/R-ESRGAN-AnimeVideo-UI reav-ui - Upscale videos using R-ESRGAN	24	Experimental	84	Python
22	Malisius/booru2prompt An extension for stable-diffusion-webui to convert image booru posts into prompts	24	Experimental	61	Python
23	KidiXDev/stable-parser Extract prompts and parameters from StableDiffusion WebUI images	24	Experimental	2	TypeScript
24	Jl-wei/ai-gen-ui A demo using diffusion model and large language model for UI generation	23	Experimental	12	Python
25	Schneppi/Stable-Diffusion-Prompter A UI driven Stable Diffusion Prompt Generator	23	Experimental	19	Xojo
26	HeathWang/prompt-r-gen-sd stable diffusion image prompt save	23	Experimental	26	Python
27	mikeknapp/candy-machine Image Dataset Tagger for Stable Diffusion / Lora / DreamBooth Training	22	Experimental	52	TypeScript
28	CypherpunkSamurai/captioner A QT5 GUI to assist in captioning images for stablediffusion	21	Experimental	11	Python
29	JakeCarterDPM/stable-diffusion-webui-prompt-refactor Stable Diffusion WebUI extension, that refactors your prompts text to be...	21	Experimental	8	Python
30	TheAnachronism/ImageDataSetTagEditor A tag editor written in C# and WPF	20	Experimental	12	C#
31	J3tze/ST-Tag-Pilot SillyTavern extension — route image tag generation to a secondary LLM....	19	Experimental	—	JavaScript
32	tsaol/stable-diffusion-prompts SD 提示词｜ stable-diffusion-prompts \| SD 指南 🚀🚀🚀	17	Experimental	15	—
33	nonetrix/booru2trainingdata This script takes a Dabooru ID then puts it in a format best for training or...	16	Experimental	1	Python
34	a2569875/sd-webui-prompt-highlight A Stable Diffusion webUI extension for prompt syntax-highlighting	16	Experimental	32	JavaScript
35	zhirendashu/Grok-Grok-Prompt-Manager Grok 快捷助手 (Grok Prompt Manager) 中文\|英语一款专为 Grok AI 设计的强大的提示词管理工具。作者: 植人大树...	16	Experimental	2	JavaScript
36	Akshitha0118/Prompt-to-Audio-Generative-AI-Sound-Creator Prompt2Audio is a Generative AI project that converts natural language...	15	Experimental	1	Python
37	barkerbg001/MidpointMastery Simple prompt generation script for Midjourney, DALLe, Stable and Disco...	15	Experimental	2	JavaScript
38	LianHe-BI/Basic-Qwen-3B-SD-Prompt-SOUL-ARCHITECT-v2.0-DEMO EN: An overfitted SD prompt engine with severe "aesthetic snobbery,"...	15	Experimental	5	Python
39	ChiNoel-osu/SDPromptTool Stable Diffusion Prompt Tool written in C#. [Development Stalled]	14	Experimental	10	C#
40	WebDev9000/extra-network-browser A stand-alone take on the Extra Network tabs in Automatic1111's WebUI, with...	14	Experimental	10	JavaScript
41	aquinteros/leonardoai-prompt-generator A simple interface to interact with leonardoAI or Midjourney generating more...	14	Experimental	7	Python
42	DenOfEquity/forgeFlux_dualPrompt extension for Forge2 webui for Stable Diffusion; adds support for...	14	Experimental	37	Python
43	CozmycDev/AI-QRCodeGenerator Generate artistic and scannable QR codes using Stable Diffusion!	13	Experimental	8	Python
44	IceSandwich/LabelPair A booru-style tagging tool in browser	13	Experimental	2	TypeScript
45	michaeljklein/sd-prompt-pinning AUTOMATIC1111 Web UI Extension to "Pin" a prompt using CMA-ES and ꟻLIP	13	Experimental	6	Python
46	zeittresor/SDXL_Prompt_Token_Viewer Show the token/chunk relevance of prompts for Forge/A1111	12	Experimental	1	Python
47	pinkcuteloli/eagle-deepdanbooru Python script that automatically assigns danbooru tags to images in Eagle's library.	12	Experimental	3	Python
48	shenjinti/pnginfo Stable Diffusion prompts extractor for golang	12	Experimental	4	Go
49	hemlok-ai/sd-prompt-gallery Prompt database for StableDiffusion (WebUI / ComfyUI / Fooocus / NovelAI etc.)	12	Experimental	1	TypeScript
50	cybercodesage/simple-prompt-generator A Python-based project is designed to generate simple prompts for AI image...	12	Experimental	3	Python
51	skiars/sd-tagtool A stable diffusion training dataset tag editor.	12	Experimental	69	Vue
52	h43lb1t0/z-sd-addRandom2Prompt Simple extension for AUTOMATIC1111 WebUI to add a random String to your prompt	11	Experimental	2	Python
53	kik4/sd-chara-situation A Stable Diffusion WebUI extension for generating contextually consistent...	11	Experimental	—	Python
54	smiley-maker/PromptGlow PromptGlow is an NLP-driven project that transforms vague or minimal image...	11	Experimental	—	Jupyter Notebook
55	cnlove7777777-art/image-tagging-webui 高效的 WebUI 图片数据集自动构建工具：压缩包批处理、去重、1024 画幅裁切/对齐、关键点辅助、自动/半自动打标与导出。A fast WebUI...	11	Experimental	—	Python
56	abra5umente/thinkinrock a python script that uses auto1111 api to generate images	11	Experimental	—	Python
57	Snowad14/BatchPrompter Easy Images captioning under a good pyqt GUI	11	Experimental	21	Python
58	ArchAngelAries/randomize-aspect-ratio This extension for the Automatic1111 Stable Diffusion WebUI allows you to...	11	Experimental	2	Python
59	markuryy/easy-dataset-tagger A simple, user-friendly web application designed to streamline the process...	10	Experimental	1	JavaScript

Comparisons in this category

stable-diffusion-webui-Prompt_Generator and stable-diffusion-prompt-pai (31 vs 26)