🦌 Prompt Commander

A visual prompt editor for Stable Diffusion WebUI (Forge / Auto1111).

Stop wrestling with raw text. Prompt Commander replaces your prompt textboxes with an interactive bubble editor that sits directly beneath the existing prompt fields — no scrolling, no extra panels to expand. Each token in your prompt becomes its own clickable, draggable bubble that you can reorder, weight, hide, edit, or save with a single click.

Built originally because sd-webui-prompt-all-in-one broke from API failures — Prompt Commander is lighter, dependency-free, vanilla JS, and stays out of your way.

✨ What It Does

• Visual bubble editor — every token in your prompt becomes a pill-shaped bubble, color-coded by type (emphasis orange, de-emphasis blue, LoRA purple, BREAK red, ghost dimmed)

• One-click weight adjustment — + and − buttons on each bubble step the weight by 0.1 and produce clean (word:1.2) or [word:0.8)] syntax automatically

• LoRA-aware — weight buttons on LoRAs adjust the <lora:name:weight> value safely without corrupting the syntax

• Ghost system 👻 — temporarily hide tokens from the prompt without losing them. Click the ghost icon to dim a token; click the dimmed bubble to revive it. Toggle styles or LoRAs on/off without retyping

• Drag to reorder — grab any bubble and drop it elsewhere to rearrange your prompt

• Double-click to edit any bubble's text inline

• Selection + batch ops — Ctrl-click bubbles or rubber-band drag to select multiple, then bulk-adjust weight, copy, delete, or save them

• Keyword library with categories — left-click a chip to insert into positive, right-click for negative, drag chips between categories to organize

• Saved full prompts — name and save complete positive + negative + seed combos, recall them from a dropdown

• Token counter with warning when you cross the 77-token CLIP limit

• Keyboard shortcuts — Ctrl+Z/Y undo/redo (per-prompt), Ctrl+C copy selected, Delete, Ctrl+A select all, = and − for batch weight changes

• Link / Unlink — merge selected tokens into grouped emphasis (word1, word2) or explode them back

🆕 Recent Updates

• Inline positioning — editor panels now sit immediately below your prompt textboxes instead of buried in a Scripts accordion. Less clicking, more painting

• LoRA weight controls fixed — +/− buttons now work properly on LoRA bubbles without breaking their syntax. Ghost button works on LoRAs too, so you can quickly toggle them off without removing them

• Weight math overhauled — no more accidental double-wrapping like ((word:1.2):1.1); epsilon comparisons handle floating-point drift correctly

• Ghost system rebuilt — index calculation rewritten so ghosts always revive at their correct positions

• Auto-restore — if Gradio re-renders the editor panels (after a library update, for example), they're automatically detected and re-positioned

• Modernized UI — pill-shaped bubbles, monospace font, hover glow effects, color theming per token type

• Token counter with amber warning at 75+ tokens

• Cleaner, more efficient — replaced polling with event-driven updates, fixed undo/redo targeting drift, hardened the chip drag/reorder pipeline

📦 Installation

Drop the extension folder into your WebUI's extensions/ directory and restart. No dependencies, no build step, no API keys.

Compatible with Auto1111 and Forge / Forge-Neo. (img2img tab support is temporarily limited while a tab-switching edge case is being investigated — txt2img works fully.)

💡 Why Use It

If you build prompts with more than five or six concepts, the raw textbox becomes a maze of commas and parentheses. Prompt Commander makes the prompt visible — you can see what you have, rearrange it, weight individual ideas, and try variations without retyping. It's especially useful for:

• Tuning multiple LoRAs on the fly

• Building complex prompts incrementally

• Saving and recalling prompt presets

• Curating a personal keyword library you can reuse across sessions

Built by someone who actually uses SD daily. Bug reports and suggestions welcome.