Artist Helper

The name sounds like it dials into some Anima API. It doesn't - there's no API call and no key anywhere in this node. "Artist Helper" (class AnimaArtistWildcard) is a local wildcard node that swaps a few magic tokens in your prompt for real artist names drawn from a bundled list of about 31,000 tags. The payoff: queue a batch of images and get a different artist's style on every single one, without hand-editing a single prompt. That's the whole pitch, and for Anima it's a genuinely good one.

Why this matters now: Anima is the first anime model in a while where artist tags carry real, steerable style weight - its Qwen3 encoder keeps tag knowledge and language knowledge in the same head, so @artist_name actually moves the image. On Anima's own web service that's exactly how artists are written, and this pack ports the convention into ComfyUI. It's a niche tool, sure. But it's the niche where it does one thing well.

How it works

The pack ships data/anima_artists.txt - the tag list, sourced from the Anima-Style-Explorer and TagExplorer sites, normalized to lowercase @artist_name form. When the node runs it reads that list plus your data/preferences.json and rewrites your prompt:

• @random → a random tag from the list (blacklist respected)
• @fav or @favorite → a random tag from your favorites, falling back to the full pool if you haven't favorited anything
• __ANIMA_ARTIST__ → resolves to an explicit @artist you typed, otherwise the first random/favorite pick

An explicit @artist_name in your prompt is also pulled out on its own, and that's the piece that makes the node useful beyond the dice-rolling. Because IS_CHANGED returns NaN, the node re-runs on every queue item - so a batch of eight is eight different artists, each one already swapped into the prompt text.

Favorites and blacklist are managed through the autocomplete popup (the web/anima_autocomplete.js front-end talks to local routes like /anima_toggle_favorite and /anima_toggle_blacklist), and persisted to data/preferences.json inside the pack folder.

The one input, the three outputs

There's a single required input, prompt - a multiline string, defaulting to 1girl, masterpiece, __ANIMA_ARTIST__. You write your normal prompt, drop in @random, @fav, or an explicit @artist_name wherever the artist slot should go, and the node returns:

• prompt - the resolved string, which you wire into your CLIP Text Encode node
• selected_artist - the tag actually chosen, or "" if nothing matched
• filename_prefix - a filename-safe version of that artist (underscores, no @, no slashes)

That third output is the sleeper feature. Wire it into your Save Image node and every output file names itself after its artist, which makes building an artist-style library trivially sortable. It's the kind of small thing you don't know you want until you've got a folder of comfyui_0001.pngs.

Installing it

ComfyUI Manager - search "ComfyUI Artist Helper" and install. Or, the manual way:

cd ComfyUI/custom_nodes
git clone https://github.com/ShankHub-Org/ComfyUI-Artist-Helper.git

Then restart ComfyUI. There are no model files to download, and the only declared dependency is aiohttp - which ComfyUI already bundles - so there's nothing extra to babysit. The node shows up in the Anima category.

Gotchas worth knowing

Three things trip people up. First, the tag list is a static snapshot, not Anima's live catalogue - if you want to add artists, you edit data/anima_artists.txt yourself, one tag per line, and restart. Second, because the node rerolls every run, a fixed seed will not reproduce the same artist; that's the feature, but for reproducible batches use an explicit @artist_name instead of @random. Third, your favorites and blacklist live in the pack's own data/ folder - delete the pack and they're gone.

And one from the README itself: on non-Anima checkpoints, @artist_name tags land differently depending on training. If the style isn't biting, try artist name style or in the style of artist name instead of the bare tag.