"Hand to AI..." in a node's and the empty canvas's menu opens ready wishes (run 4
and pick, find what is wrong, explain each step, add an enlargement and face and
hand fixes; explain or tune a node) and the line to change. It goes to the task an
AI is on as a message, or starts a task about the canvas: the task's reads, runs
and copy start from that tab even with another in front. A node's saved pictures
can go along, and a failed run offers "Ask the AI" with ComfyUI's words. The AI's
job sheet now follows the task's tab like a run.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A card on the canvas (right-click > Job sheet) takes many prompts, a line each,
the runs of each, a rest between pictures and the same seeds if wanted; with no
prompt it runs the canvas as it is. The page runs it from copies of the workflow
kept at the start, as saves run, so the canvas stays as it is; pause, go on and
stop from any page, a failed or interrupted run pauses it, a reload goes on and
another page takes over a sheet whose page is gone. run_workflow(sheet=...) lets
an AI hand over prompts or settings by name; the sheet is that call's run step.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Presets, combos and Add to saves took more to keep sensible than they gave,
so a save now only becomes a new workflow card and only the canvas makes one.
The panel above the bar moves to the Saves page, a part for each canvas, open
or not, with each save's pictures and its runs: the whole group in order, or
one save alone. Running moves to snapshot_run.js for the bar and the page;
what is clicked goes in in click order, and closed canvases run too.
A run taken off ComfyUI's queue is now forgotten at once, so "runs to go" does
not stay wrong for a day. A first save on an unsaved tab now reaches ComfyUI's
draft of it, so a reload right after keeps the tab's saves on it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Saves move from the page to a store (api/workflow_saves.py), a group for each
canvas, found by a key in the workflow's extra or by its file, and go into
backups. The bar follows the open tab. A save's runs are named to the server, which
finds their pictures in ComfyUI's history, so a reload during a run loses nothing.
A save opens above the bar with what it made and what changed; removing one goes to
the Recycle Bin, and a group past its most takes no more and drops nothing.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The stylesheet and the no-cache rule used the fixed path
/extensions/Anomalous_Model_Browser/. A plugin unpacked from a GitHub ZIP
sits in Anomalous_Model_Browser-main: its look never loaded, the browser
opened unstyled under the canvas (a click seemed to do nothing) and the
top-bar entry showed although the floating button was chosen. Both now
follow the folder's real name. Reported in a Bilibili comment.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A bar over the canvas finds combos, models and saved prompts as you type
(GET /anomalous/quick_index lists the models in a few words) and puts the chosen one
where the pointer was. Also in the empty canvas's right-click menu, now registered.
Saved model paths in a linked model folder get their real place.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A node's menu offers Open in AMB, change model by picture, insert a LoRA before / after,
saved values, the model's pictures and details, save values and save as combo, each where
it applies; the empty canvas's menu opens AMB's pages. Entries can be switched off, moved,
and put in one AMB submenu or right in the menu. The model picker's Esc closes only the
picker, wherever the focus is.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
From a Bilibili comment (2026-10-13):
- Esc closes the top layer: a dialog or menu (the plugin's alert and confirm
now close on Esc, as OK / Cancel), else the Workflows / Combos workspace,
else the browser. One capture listener decides before the layers act, so a
dialog closing on the same Esc still counts as above. The shortcut and the
Extensions entry toggle the browser.
- A model's file card has Show in folder: POST /anomalous/open_model_folder
(api/model_folder.py) takes type, folder index, subfolder and file name,
never a path, and opens Explorer / Finder with the file selected; a POST,
so local_guard keeps it to this computer. The card moves out of
ui_detail.js into model_location.js.
- A gallery card's right-click menu (gallery_card_menu.js): Insert as a Load
Image node reads the output file in place ("name.png [output]"), and View
Parameters.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Grey secondary and hint text is darker in the light theme. Labels and
buttons laid over pictures (model card names, recipe cover labels, the
gallery's View parameters button) keep the dark tokens, including
ComfyUI's palette variables, so their text no longer turns dark on a dark
backing. Prompt role badges, the red close crosses and the voice import
button get colors that read in every theme.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Settings -> Appearance -> Theme (and the ComfyUI setting
Anomalous.ModelBrowser.Theme, which replaces the Abyssal Scarlet switch)
picks Follow ComfyUI (default), Dark, Light or Abyssal Scarlet. Following
ComfyUI watches the dark-theme class ComfyUI sets on <html> for a dark
palette and repaints at once; an older Abyssal switch reads as Abyssal.
The light theme is html.amb-theme-light with its own --amb-* values. Hard
coded colors were turned into tokens whose dark values are the colors they
replace (checked: every stylesheet resolves to the same dark values):
rgba(var(--amb-ink-rgb), a) for tints, status shades, tooltip, float,
dialog, sunken, scrim and note tokens. Older rules and inline styles that
wrote a dark color now write var(--amb-lt-<role>, <that color>); the
--amb-lt-* tokens exist only in the light theme. Inside the plugin's
windows ComfyUI's palette variables (--bg-color, --fg-color ...) follow the
plugin's theme when the two differ. Surfaces over images stay dark, and the
image viewer gets the dark tokens back. The ready banner on a recipe reads
green instead of pink. Stylesheet cache versions are bumped.
Checked on a test ComfyUI in light and dark: home, models, gallery and its
viewer, workflows and a recipe's tabs, combos and a combo, prompts and the
docked drawer, voices, audio library, settings, scan, Model Check, current
node and its model picker, a model's detail with notes, share, save
recipe, update guide, versions, GPT-SoVITS settings and the prompt dialog;
light with a dark ComfyUI, and Abyssal Scarlet.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The "Open Prompt Studio shortcut" (Ctrl+Shift+L by default) goes: its row
in ComfyUI's settings, its command and Extensions menu entry, its default
keybinding and the keydown fallback that backed it. The command goes too,
so a binding a user recorded for it no longer opens anything. Prompt
Studio opens from the rail, with 7 while the browser is open, or by
opening the browser with a text node selected. The browser's own shortcut
(Ctrl+Shift+M) stays. Unused key-matching helpers are removed with it.
Checked on a test ComfyUI: the settings page lists only the browser's
shortcut, the command list has Open and Reset position, Ctrl+Shift+L does
nothing, and no console errors.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Opening the browser (the trigger, the action-bar button, the menu or its
shortcut) now follows the node selected on the canvas: a node with prompt
boxes and no model drop-down opens Prompt Studio, which targets that node;
any other node (a KSampler, a model loader) opens Current node; nothing
selected reopens the page used last. Settings -> Opening and window can turn
it off. Prompt Studio closing, the doctor banner and MCP actions still open
the browser as it was.
While the browser is open, the plain keys 1-9 go to the rail's pages from
the top. They are ignored in text fields, while an input method is
composing and while a dialog is open; ComfyUI binds no plain digits (W is
its Workflows key, so W/S were not used). The rail's tooltips name each
page with its number.
The rules are in shell_open_rules.js with tests/shell_open_rules.mjs.
Checked live on a test ComfyUI: a CLIP Text Encode opens Prompt Studio on
it, a KSampler opens Current node, 1/3/4/5/7/8 switch pages, digits typed
into the search box stay there, and the setting turns the rule off.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The canvas's node menu (the frontend's getNodeMenuItems hook) offers
"Save as combo" for the picked nodes, or the right-clicked node when it
is not among them, when any of them is a model or text node; it opens
the same save dialog without opening the browser first, and the browser
shows the new combo afterwards.
Values other than the slots stay as they were saved (agreed): a combo
always puts down exactly what was saved; other values mean another combo.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The second batch of MCP tools: they change things, through the same code the UI uses.
- Canvas, done by the open ComfyUI page: describe_canvas, set_prompt, set_model,
add_lora, place_combo, check_workflow_models, fix_workflow_models, run_workflow,
open_in_anomalous. api/mcp_bridge.py sends the action over ComfyUI's websocket and
waits; web/modules/mcp_bridge.js claims it (visible tab first), does it with
Anomalous's canvas code and answers. Each change is one Ctrl+Z step, shows a toast and
is logged as the AI's (activity entries carry via: "mcp", with their undo).
- This server: scan_models (new / look up again / picked models, via /anomalous/scan_all),
list_voices and speak (Anomalous TTS through /prompt and /history).
- graph_splice.js takes the chain's slot types, so a LoRA can go into a model-only (UNet,
Flux) chain as LoraLoaderModelOnly; the default (MODEL and CLIP) is unchanged.
- Nothing deletes or renames files; acting tools are not marked read-only, so AI apps
ask before calling them.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A combo card dropped on a main model loader does Use for that loader
(same confirmation), and on empty canvas builds its new group of nodes
where it was dropped; other nodes refuse it with a hint.
The star's keep menu has Remove (取消收藏) beside each kept row: after a
confirmation the recipe, combo or saved prompt goes to the Recycle Bin
through its own delete route, and the star (and the gallery's cached
list) goes back to empty.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"Use draft" (改草稿) read as "edit the draft". The node's name now has a ✕
that stops editing it, and the draft is labelled as not in any node.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Tag meanings are brighter and slightly larger, and the top bar picks
their language (Simplified/Traditional Chinese, Japanese, Korean,
Russian, Spanish, French, German, Portuguese, or none) for every
interface language; the old Chinese switch carries over. Typed text in
any language that is not plain English is translated to English, and
translating a box's foreign tags drops one whose English is already
there. The backend skips DeepL for targets it does not take instead of
falling back to English, and lets MyMemory detect other sources.
Unused prompt helpers in translation_service.js are removed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The assembly board, its write-to-node step and the positive/negative tabs
are gone. The studio now shows the prompt boxes of the prompt node last
selected on the canvas (or a draft) as tags that are edited in place:
weight, edit, remove, reorder, type to add with Chinese translated to
English, and an optional Chinese meaning under each tag. Every change is
one node write with Ctrl+Z, and the studio has its own Undo.
Cards: three common ones instead of six, plus saved prompts; a saved
prompt's text is read once instead of every 30 seconds. Current node
lists the prompt boxes with Edit in Prompt Studio instead of its own
translation. The inspector modal, starter-card data, plan loading and
about 2,000 lines of CSS for the old board are removed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The page held four unrelated things, so each now lives where it is used:
the rail's Prompts entry (and the Ctrl+Shift+L shortcut) opens Prompt
Studio beside the canvas, where saved prompts are managed; the browser
comes back when the studio closes. Saved node values stay in Current
node, which can now delete them; moved whole workflows are no longer
offered there twice. Recent results, combos and whole workflows already
have their own homes.
Deleted ui_materials.js, ui_material_cards.js, ui_material_detail.js,
ui_material_application.js (its receipt is ui_apply_receipt.js) and
material_feedback.js, the recipe page's copy-to-library buttons and the
save_parameter_material route, with about 2,000 lines of CSS and 200 locale
keys. Words that said "material library" now say where things go.
Material files are untouched.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Card thumbnails lived in ComfyUI's temp folder, which ComfyUI empties on
every start, so each first visit after a restart remade them all. They now
live in <user>/anomalous/cache/card_thumbnails (still capped at 256 MB).
Listing a model type queues the missing ones for one background thread;
the first screen of cards loads before the rest. A video cover gets a
first-frame poster (PyAV) and fetches nothing until it plays; hover-play
is now the default, as the setting already recommended.
The gear opens a settings page instead of a pop-up with a dialog inside:
look and language, model cards and memory with the thumbnail cache (size,
empty), folders, workflow fingerprints, opening mode and window, help.
Display preferences live behind owner.displayPrefs. Also removes a dead
overlay rule that shared the new page's id.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Pages made at different times used their own greys (slate here, neutral
there) and accents (sky, violet, indigo), and most ignored the Abyssal
Scarlet theme. About 1,850 literal colours in web/styles and in CSS and
inline styles written from JS now use the --amb-* tokens by what they are
for: surfaces, text (new --amb-text-soft and --amb-text-dim), borders (new
--amb-border-strong), the primary button, and one accent (new --amb-link,
tinted with color-mix). Both themes define the new tokens.
Literal colours stay where the colour is the meaning: status, prompt
roles, voice emotions, canvas node colours, shadows and overlays; theme
override rules are untouched. The share-code dialogs move from inline
styles to .anomalous-share-* classes. Stylesheet versions are bumped.
Checked: text contrast on every rail page, Prompt Studio, Prompt Notes,
Model Sources, settings, model detail and editor, share codes, in both
themes; structure check and JS tests pass.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- window.anomalous_open_voice(character) opens the browser on that
character's voice card (browser.openVoice); the Anomalous_TTS node's
character menu calls it.
- voiceGroupKey() is the one place that builds a GPT-SoVITS group key.
- The install card always says how to install (ComfyUI Manager or the
project page) and links the Anomalous_TTS repository, which is going
public; the "not published yet" text is gone.
- The voice card drag hint no longer promises a tag button on every row.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
`body:has(#…-modal[style*="display: flex"]) #…-tooltip-bubble` made the
browser re-check the whole page on every inline-style change anywhere.
ComfyUI moves every DOM widget (text boxes) on each pan/zoom frame, so every
frame paid for it, with the browser closed too, and much more with plugins
that add DOM per widget (ComfyUI Prompt Assistant).
Measured in ComfyUI (frontend 1.53.6, Chromium) panning a 300-node
workflow for 120 frames, style recalculation in total:
- no plugins 60 ms; AMB 690 ms -> 63 ms
- AMB + Prompt Assistant 2300 ms (~19 ms/frame) -> 86 ms (PA alone 80 ms)
The rule was redundant: both popups hide the tooltip when they open and
showSharedTooltip refuses while either is open (checked in the browser).
Cache-busting versions bumped so browsers load the new stylesheet.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012RMuwbsWZHnx2eCWpxYqAB
- entry: one explicit legacy-coordinate cleanup instead of three module-load
side effects, no ?v= import, shared size estimate and DEFAULT_MIN_SAFE_X
instead of literals, drop unused exports; drag behavior unchanged
- explain the !important topbar-entry rules as AGENTS.md requires
- docs: restore the model_identity.py entry, describe the F5-TTS voice layout,
ingestion guarantees, the no-cache/no-?v= module rule, the shared all-in-one
adapter table and the no-cross-role prompt rule; remove pixel values and
promotional wording, fix the contradictory trigger position text
Verified: tests/floating_trigger_position.mjs (9 pass), jsdom setup of the real
browser entry plus an audio-domain navigation walkthrough (outside the repo).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeqEub5
