GALIAIS-Nodes Typed Composer V2

This is the node that puts the whole GALIAIS philosophy in one box. The Typed Composer V2 takes eleven labeled sections - subject, character, work, artist, body, face/hair/eyes, outfit, pose, scene/camera, style, natural language - plus a negative side, and assembles them into a finished positive and negative prompt in a fixed, model-sensible order. Then, because this pack never met a prompt it wouldn't grade, it scores the result and hands you the number.

What you fill in

Every section is an input, and every section is forceInput - meaning you're expected to wire them from other nodes, not type them. That's the design: character info from the pack's character nodes, scenes from a selector, natural language from an AI writer, and this node acts as the final assembly line.

The three knobs worth knowing:

• 负面预设 - a one-click negative prompt. Choices: 标准 (standard, the big one), 轻量 (light), 手部修复 (hand-fix only), 写实 (realistic), 无 (none). The standard preset is the usual "worst quality, low quality, bad hands, extra fingers..." loadout - a solid starting point that saves you from typing it forever.
• 去重 - dedupe, on by default. Leave it on; duplicate tags just blunt each other.
• 画师 - artist tags are normalized to @artist form, which is how Anima-family models expect them. Only the artist field gets the @ treatment, so don't hand-prefix your other sections.

What comes out

Four outputs: 正面提示词, 负面提示词, 元信息JSON, and 质量评分 - an INT from the same diagnostic engine the pack's Quality Score node uses. It's a built-in smoke test: assemble the prompt and see a number immediately. Wire the 元信息JSON into the Prompt Viewer and the score into a gate if you want the full ceremony.

Two honest gotchas

First, the positive output runs through the pack's Anima-flavored joiner, which strips quality tags (masterpiece, score_9) from the positive by default. Fine if you're targeting Anima - it's tuned for exactly that. If you're on Illustrious or NoobAI and want score_9 in the positive, this cleaning works against you.

Second, the 提示词档案 (prompt profile) input is the power move: wire in a profile and any blank section falls back to the profile's stored value, so you can share one character definition across many composer variants. Worth setting up once you've got a recurring character.

Installing

cd ComfyUI/custom_nodes
git clone https://github.com/GALIAIS/GALIAIS-Nodes.git

Restart ComfyUI. No dependencies. The optional DB input improves tag normalization and the quality scoring; without it, assembly still works but the score goes blind on tag lookups. And the section inputs are all labeled in Chinese - 主体 is "subject", 服装 is "outfit", 画师 is "artist". First session is a memorization exercise; after that it's the most useful node in the pack.