ComfyUI Extension: Prompt DB

Authored by HalfikCode

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Run ComfyUI workflows without the setup

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

A powerful prompt management system for ComfyUI. Store, categorize, search, and combine prompts with full LoRA integration — all from a beautiful built-in web UI.

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README

📦 ComfyUI Prompt Database

A powerful prompt management system for ComfyUI. Store, categorize, search, and combine prompts with full LoRA integration — all from a beautiful built-in web UI.

Main Pipeline

Prompt Database Manager


✨ Features

🗂️ Prompt Management (Web UI)

  • Categories — organize prompts into named groups
  • Create / Edit / Delete prompts with a slide-out drawer
  • Search across names, text, and categories
  • Drag & Drop — reorder prompts and move them between categories
  • Grid & List views — toggle layout with persistent preference
  • Sorting — by name (A→Z / Z→A), newest, oldest, category, or custom order
  • Export / Import — backup your entire database as JSON; import with Merge (append new, skip duplicates) or Overwrite
  • Keyboard shortcutsCtrl+N new prompt, / focus search, Esc close

📖 LoRA Integration

  • Attach LoRAs to any prompt with custom strength values (supports negative values)
  • LoRA auto-discovery — scans your ComfyUI loras folder
  • Per-LoRA enable/disable toggle in Apply Lora Stack (inline circle ●)
  • Strength adjustment — ◀ ▶ arrows or manual input, range -2.0 to 2.0
  • Reset to defaults — restore original prompt-defined LoRA strengths

🔗 Node System

Four nodes that work together:

| Node | Purpose | |------|---------| | Prompt DB Manager | Opens the web UI for managing your database | | Prompt Selector | Pick one prompt from a category → outputs text + LoRA stack | | Prompt Combiner | Connect multiple selectors → combines all prompts into one string + merged LoRA stack | | Apply Lora Stack | Takes a LoRA stack and applies it to model + clip |


🚀 Installation

ComfyUI Manager

Search for "Prompt Database" in the ComfyUI Manager and install.

Manual

cd ComfyUI/custom_nodes/
git clone https://github.com/HalfikCode/ComfyUI-Prompt-DB.git

Restart ComfyUI. No additional dependencies required.


📋 Nodes

Prompt DB Manager

Opens the Prompt Database web interface. Add it to your workflow and click the "📂 Open Manager" button.

Outputs: None (management only)


Prompt Selector

Select a single prompt from a category.

Outputs: | Output | Type | Description | |--------|------|-------------| | prompt_text | STRING | The selected prompt's text | | db_selection | DB_SELECTION | Category name (connect to Combiner) | | lora_stack | LORA_STACK | LoRAs attached to this prompt |


Prompt Combiner

Accepts multiple DB_SELECTION inputs (from Prompt Selectors). Each connected input shows a dropdown for selecting a prompt within that category. Combines all selected prompts into one string.

Inputs:

  • separator — how to join prompts: , / newline / space / none
  • selection_1..N — DB_SELECTION inputs (dynamic, auto-expands)

Outputs: | Output | Type | Description | |--------|------|-------------| | combined_prompt | STRING | All selected prompts joined by separator | | lora_stack | LORA_STACK | Merged LoRAs from all selected prompts |

Features:

  • Inline mute toggle (● circle) — mute individual categories without disconnecting
  • ◀ ▶ arrows — cycle through prompts quickly
  • Click prompt name — opens dropdown for full selection
  • Prompts are combined in input order (selection_1, selection_2, ...)

Apply Lora Stack

Applies a LORA_STACK to model and clip.

Inputs: | Input | Type | Description | |-------|------|-------------| | model | MODEL | Base model | | clip | CLIP | CLIP model | | lora_stack | LORA_STACK | LoRAs to apply |

Outputs: model, clip (with LoRAs applied)

Features:

  • Per-LoRA toggle — click the circle (●) to enable/disable individual LoRAs
  • Strength control — ◀ ▶ arrows to adjust, supports -2.0 to 2.0 range
  • Reset Values button — restores all strengths to prompt defaults
  • Missing LoRA files are skipped gracefully with a console warning

🔧 Typical Workflow

[Prompt Selector: Character] ──► selection_1 ─┐
[Prompt Selector: Mood]      ──► selection_2 ─┤
[Prompt Selector: Clothes]   ──► selection_3 ─┼──► [Prompt Combiner] ──► combined_prompt ──► [CLIP Text Encode]
[Prompt Selector: Action]    ──► selection_4 ─┤        │
[Prompt Selector: Location]  ──► selection_5 ─┘        └── lora_stack ──► [Apply Lora Stack] ──► model/clip
  1. Add a Prompt DB Manager node and create your categories & prompts
  2. Add Prompt Selector nodes for each category
  3. Connect them to a Prompt Combiner to merge everything
  4. Route the lora_stack output to Apply Lora Stack

📁 Data Storage

Prompts are stored in prompts.json in the node pack directory. Back up this file or use the Export feature in the web UI.


⌨️ Keyboard Shortcuts (Web UI)

| Shortcut | Action | |----------|--------| | Ctrl + N | Create new prompt | | / | Focus search bar | | Esc | Close drawer / modal |


📄 License

MIT

Run ComfyUI workflows without the setup

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

Learn more