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

Get all 50 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	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	JiangkaiWu/Promptus Official impl. of AAAI Oral Paper "Promptus: Can Prompts Streaming Replace...	45	Emerging	77	Python
3	wfjsw/danbooru-diffusion-prompt-builder Danbooru / NovelAI 标签超市	45	Emerging	1,196	TypeScript
4	kaihsu0327/ai-image-upscaler 🤖 Enhance your images effortlessly with AI-powered upscaling using...	44	Emerging	3	Python
5	jhc13/taggui Tag manager and captioner for image datasets	44	Emerging	1,280	Python
6	jamesmoore/SDMeta Extract SD (Automatic1111, ComfyUI) metadata from generated files in bulk,...	40	Emerging	18	C#
7	antis0007/sd-webui-gelbooru-prompt Extension that gets tags for saved gelbooru images in AUTOMATIC1111's Stable...	40	Emerging	41	Python
8	Aquiles-ai/Aquiles-Image A high-performance, memory-efficient inference server for diffusion models,...	40	Emerging	15	Python
9	Ikari132/sd-image-info Simple in-browser stable diffusion prompt reader	40	Emerging	40	Vue
10	Kahsolt/stable-diffusion-webui-prompt-travel Travel between prompts in the latent space to make pseudo-animation,...	39	Emerging	268	Python
11	imrayya/stable-diffusion-webui-Prompt_Generator An extension to AUTOMATIC1111 WebUI for stable diffusion which adds a prompt...	38	Emerging	248	Python
12	ikks/libreoffice-stable-diffusion LibreOffice extension to generate AI images powered by AIHorde	37	Emerging	14	Python
13	Inupedia/anime-character-image-preprocessing Image preprocessing, including character cropping, background removal, image...	36	Emerging	35	Python
14	niklasku/IF-webui DeepFloyd IF web UI	35	Emerging	30	Python
15	shirooo39/get-danbooru-tags A simply Python script to easily grab tags of an image on Danbooru	35	Emerging	11	Python
16	HaW-Tagger/HWtagger A software to automatically tag images. It's primary use is for training...	35	Emerging	24	Python
17	ShinChven/deepdanbooru-tagger DeepDanbooru Tagger is a command-line tool designed to tag images using the...	34	Emerging	7	Python
18	SoftMeng/stable-diffusion-prompt-pai generate a good stable diffusion prompt by alibaba-pai	33	Emerging	52	Python
19	itterative/yadt Yet Another Dataset Tagger	32	Emerging	2	Python
20	Malisius/booru2prompt An extension for stable-diffusion-webui to convert image booru posts into prompts	31	Emerging	61	Python
21	Nenotriple/R-ESRGAN-AnimeVideo-UI reav-ui - Upscale videos using R-ESRGAN	31	Emerging	84	Python
22	Jl-wei/ai-gen-ui A demo using diffusion model and large language model for UI generation	30	Emerging	12	Python
23	Schneppi/Stable-Diffusion-Prompter A UI driven Stable Diffusion Prompt Generator	30	Emerging	19	Xojo
24	HeathWang/prompt-r-gen-sd stable diffusion image prompt save	30	Emerging	26	Python
25	mikeknapp/candy-machine Image Dataset Tagger for Stable Diffusion / Lora / DreamBooth Training	29	Experimental	52	TypeScript
26	JakeCarterDPM/stable-diffusion-webui-prompt-refactor Stable Diffusion WebUI extension, that refactors your prompts text to be...	28	Experimental	8	Python
27	CypherpunkSamurai/captioner A QT5 GUI to assist in captioning images for stablediffusion	28	Experimental	11	Python
28	TheAnachronism/ImageDataSetTagEditor A tag editor written in C# and WPF	27	Experimental	12	C#
29	KidiXDev/stable-parser Extract prompts and parameters from StableDiffusion WebUI images	27	Experimental	2	TypeScript
30	tsaol/stable-diffusion-prompts SD 提示词｜ stable-diffusion-prompts \| SD 指南 🚀🚀🚀	24	Experimental	15	—
31	a2569875/sd-webui-prompt-highlight A Stable Diffusion webUI extension for prompt syntax-highlighting	23	Experimental	32	JavaScript
32	nonetrix/booru2trainingdata This script takes a Dabooru ID then puts it in a format best for training or...	23	Experimental	1	Python
33	DenOfEquity/forgeFlux_dualPrompt extension for Forge2 webui for Stable Diffusion; adds support for...	21	Experimental	37	Python
34	WebDev9000/extra-network-browser A stand-alone take on the Extra Network tabs in Automatic1111's WebUI, with...	21	Experimental	10	JavaScript
35	ChiNoel-osu/SDPromptTool Stable Diffusion Prompt Tool written in C#. [Development Stalled]	21	Experimental	10	C#
36	CozmycDev/AI-QRCodeGenerator Generate artistic and scannable QR codes using Stable Diffusion!	20	Experimental	8	Python
37	shenjinti/pnginfo Stable Diffusion prompts extractor for golang	19	Experimental	4	Go
38	cybercodesage/simple-prompt-generator A Python-based project is designed to generate simple prompts for AI image...	19	Experimental	3	Python
39	J3tze/ST-Tag-Pilot SillyTavern extension — route image tag generation to a secondary LLM....	19	Experimental	—	JavaScript
40	pinkcuteloli/eagle-deepdanbooru Python script that automatically assigns danbooru tags to images in Eagle's library.	19	Experimental	3	Python
41	skiars/sd-tagtool A stable diffusion training dataset tag editor.	19	Experimental	69	Vue
42	Snowad14/BatchPrompter Easy Images captioning under a good pyqt GUI	18	Experimental	21	Python
43	ArchAngelAries/randomize-aspect-ratio This extension for the Automatic1111 Stable Diffusion WebUI allows you to...	18	Experimental	2	Python
44	hemlok-ai/sd-prompt-gallery Prompt database for StableDiffusion (WebUI / ComfyUI / Fooocus / NovelAI etc.)	18	Experimental	1	TypeScript
45	markuryy/easy-dataset-tagger A simple, user-friendly web application designed to streamline the process...	17	Experimental	1	JavaScript
46	CodeBoy2006/hybrid-image-tagger 🚀 A powerful tool to automatically generate descriptive tags for image...	15	Experimental	17	Python
47	zeittresor/SDXL_Prompt_Token_Viewer Show the token/chunk relevance of prompts for Forge/A1111	14	Experimental	1	Python
48	sangoi-exe/das-EzBooruTagEditor Python app created with the purpose of speeding up and greatly facilitating...	13	Experimental	12	HTML
49	ForgeL4bs/Tag-Manager A GUI application to tag images and edit them using a editor.	12	Experimental	3	Python
50	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

Comparisons in this category

stable-diffusion-webui-Prompt_Generator and stable-diffusion-prompt-pai (38 vs 33)