The rail's Prompts entry used to fold the browser away and open Prompt
Studio in a drawer by the canvas, the one page that left the window. It is
now the browser's Prompts page (owner.promptPanel): the rail, the 7 key,
opening the browser with a text node selected, Current node's "Edit in
Prompt Studio" and a kept prompt all go there, and reopening the browser
returns to it. "Beside the canvas" on the page moves the studio into the
drawer as before (side and width remembered, browser folded away); the
drawer has "Back to the window" and Close.
Only one studio is shown at a time. The page's studio stops when another
page is shown, a workspace opens or the browser closes (its 400 ms poll
with it) and is made again when the page is shown; closing a workspace
opened from the Prompts page returns to it.
Checked live on a test ComfyUI: a CLIP Text Encode opens the page aimed at
it; docking, Back to the window and Close; 3 then 7; Workflows opened and
closed from the page; reopening the browser.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
By the user's decision, recipe packages are open again: the card's
export button and the detail's More menu make a .zip named after the
recipe (workflow, notes, tags, parameters, cover, model thumbnails;
versions only when ticked). Dropping one into the Workflows page's
share and import dialog inspects it and keeps it as a new recipe card,
optionally opened on the canvas.
An import never replaces a recipe any more: the "replace" path, which
erased the old recipe for good, is gone; a taken name gets " (2)".
Assets and versions move in before the recipe file, and a failure
removes only this import's new folders. The release gates and their
503 answers are removed. Tests: new card and renaming, nothing left
after a failed import, tampered and escaping packages refused.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
share_code.js: a workflow's lean form (node id, type, widget values,
position to 10 px, only what differs from a fresh node; node-pack nodes
keep their ports), links by slot, groups and the anomalous_* extras,
deflated and spelled in Chinese characters (14 bits each) or base64url.
Encoding rebuilds and compares; subgraphs, native reroutes or any
difference share the whole workflow. AMB0/AMB1 still decode. About 4x
shorter than AMB0 on ComfyUI's default workflow (657 vs 2521), 13x on
an Easy-Use/rgthree graph.
ui_share.js replaces the share code dialogs that lived in main.js: the
code is made on opening with both copy buttons and the fingerprint
notes, and pasting a code or JSON, or dropping/choosing a workflow file,
an image or a backup .zip, imports it. tests/share_code.mjs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Export packs the stores (recipes, combos, materials, parameters, and
optionally ComfyUI's saved workflows), the plugin settings without the
Civitai key, and each model's user layer and own cover into one .zip to
keep on a cloud drive. Import lists what is new, the same or different
and the models it finds again (by SHA-256, else folder, path and size),
adds only what is missing by default, replaces differing files only on
request with this computer's going to the Recycle Bin first, merges a
model's name and notes field by field and puts the user's cover in
place of a Civitai one. Unsafe or foreign zips are refused. Both are
activity entries. tests/test_backup.py covers the rules; testing.md
names a single test file the way unittest finds it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
tests/ (Python backend tests, .mjs frontend rule tests) is no longer
ignored. tools/run_tests.mjs runs the structure check, every
tests/*.mjs and the Python tests with $PYTHON, the portable
python_embeded or python. docs/guides/testing.md says how to run and
write them; README links it. Developer notes no longer point at 18 test
files that were removed earlier (AGENTS.md table, backend, frontend and
update-guide notes).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Seven short "see it in action" steps in English and Chinese, each with a
still or a few-second animation (WebP, about 500 KB in all) from the
isolated demo ComfyUI: scan results, Model Check putting models back,
gallery search and drag to canvas, a combo dragged onto the canvas,
Prompt Studio tags, the activity log with Undo, character voices; the
model cover wall under the title. .gitignore keeps docs/images/*.webp.
The Activity row no longer says it only records: canvas changes have Undo.
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>
An MCP endpoint (Streamable HTTP) inside ComfyUI's server, so Claude, Cursor, Cherry
Studio and other MCP apps can ask about the user's library without anything extra
installed and without memory or VRAM while nobody is connected.
- api/mcp_server.py: one JSON-RPC message per POST, answered with JSON. Serves the
2026-07-28 stateless protocol (headers must match the body) and the earlier
initialize-based versions; no sessions. This computer only: loopback peer, no proxy
headers, loopback Host and Origin (DNS rebinding).
- api/mcp_tools.py: 11 read-only tools: library overview, model search and details
(optional cover), scan status, output-image search and generation settings
(optional thumbnail), combos, workflow recipes, saved prompts, generated audio,
activity log. Ids resolve inside their roots; tool failures come back as isError.
- docs/guides/mcp.md: setup for each app, what can be asked, privacy note.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"Use" tried to put a combo into the open workflow (main loader, LoRA
chain rebuilt, positive prompt) with a list of what changed and what was
skipped and why, which read as guesswork. A combo is a shortcut: its one
button, Put on canvas (放到画布), and dragging its card both lay out the
main model loader, LoRAs and prompt nodes as a new wired group, and never
change nodes already on the canvas. An existing node's values are changed
in Current node.
notebook_apply.js, the Use confirmation and its strings are removed; the
editor's More menu keeps only Delete.
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>
Every PNG in the gallery has a star that asks what to keep: the whole
workflow as a Workflow Recipe, its main model, LoRAs and positive prompt
as a combo (models looked up on this computer, missing ones left out), or
its prompts as a saved prompt. What is kept remembers its image, so
GET /anomalous/kept_images fills the star and the menu opens what was
kept. The image workbench's Keep opens the same menu instead of its name
and tags form. Things are named after the prompt's first tags.
The Material Library's Recent shelf and its route are gone: the gallery
lists the same images. Gallery cards moved to ui_gallery_card.js, and
deleting asks in the usual dialog. Two missing locale keys are fixed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A note was always a main model, LoRAs and a prompt kept together, so it is
now a combo (搭配) with its own rail page and Home card: a card per combo
with its model's cover, search and New; a card opens the editor, Back
returns to the list. Use puts the combo into the open workflow when the
canvas has a main model loader, builds a new group of nodes when it has
none, and asks when several loaders leave it unclear. The notes column,
quick-jump list and the Material Library's notes shelf are gone, with
their CSS and words; note files are unchanged.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The manual was a long block of text that had fallen behind the window (it
still called recipes and materials "in testing") and was reachable only
from Settings. Pages explain themselves, Home lists what you can do and !
shows what changed, so Settings -> Help and feedback now offers the
interface tour, what's new, the full guide (the README on GitHub, at its
Chinese half in Chinese) and feedback. Removes ui_help.js, its strings and
styles, and the recipe "beta" notice code that no longer had an element.
The README's backup note no longer calls the features a test.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Home ends with "Found a problem, or have an idea?" and Settings has the
same under Help and feedback. Report a problem / Suggest something open a
new GitHub issue with headings and the environment written in (plugin and
ComfyUI versions, Python/PyTorch, GPU and memory, OS, browser, page and
language; never a path or ComfyUI's command line); Copy diagnostics copies
it for other channels (feedback.js). Bilingual issue forms for problems and
suggestions are added under .github/ISSUE_TEMPLATE.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Voices has two views switched at the top, Characters and Voice-over, sharing
the character list (clicking a character on Voice-over makes it speak); the
rail's Voices entry reopens the view used last, and the separate Voice-over
rail entry is gone. Generation settings: language as choices and speed as a
slider in view, the sampling numbers folded under fine-tuning with plain
names, no sideways scroll. A finished take says how long it took and links
to the audio gallery. Line cards show editing buttons on hover, the emotion's
reference clip sits beside its chips, and a character with only its main
voice shows no chips. The audio gallery shows each file's lines once and
can open them on Voice-over for another take; the list no longer repeats
the gallery. Also fixes the audio list staying empty after a reload.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Script Director was a drawer behind one of four equal buttons on
Voices, over the character cards, and its name did not say what it does.
It is now Voice-over (配音), a rail page between Voices and Audio
(ui_script_page.js mounts the director); each character card has a
Voice-over button that opens it with that character chosen, and Home's
"Give a character a voice" goes there. Generate is the main button;
pushing, dragging and copying sit under "Into your own workflow", and a
push or drop is one Ctrl+Z step. Plainer words throughout; the Voices
page keeps import, refresh and search.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"Doctor" said little about what it does: check the opened workflow's
models and put back the ones this computer has. The rail, page, home card,
help, tour, README, the unreleased changelog and the architecture docs now
say Model Check (模型检查); the help paragraph now describes the check as
it works today. Code, CSS and locale keys keep "doctor"; released changelog
entries, audits and decisions keep the old name.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The rail keeps scan, Model Doctor and Current node (ui_rail_tools.js,
which replaces ui_toolbox.js). The tools the toolbox held now sit where
their things are:
- Workflow share codes (AMB0/AMB1 import / export): the Workflows page's
top bar, in place of the disabled "import" button.
- Prompt Studio and Prompt Notes: the Material Library's top bar.
- Model Sources: the end of the type chips on Models (library) and
"where to download" in Model Doctor (the open workflow).
Removed with it: the toolbox popover, its tool catalog and custom-item
hook (no plugin used it), the generic tool dispatch (Home opens the doctor
directly), the tour step, its styles and the toolbox and old "planned
tools" strings. The scan button's tooltip no longer says "wizard".
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Node Assistant becomes "Current node" (当前节点): one page instead of the
"actions" / "parameter sets" tabs, model actions on top, Parameters below.
- node_parameter_sets.js: the node type's saved values from the material
library and from recipes' parameter sets as one list; the same values
saved in both are one entry naming both sources. For the selected node,
exactly what an entry would change; seeds (and their after-run control),
model files and choices this computer lacks are kept.
- ui_node_parameters.js: the list, "apply these N" (one undo in the
receipt) and "save these values".
- api/node_material.py: POST /anomalous/save_node_material keeps one
node's values as a node_parameter_selection material, deduplicated by
type and values; the library lists it under parameters.
- Removed: ui_node_presets.js with its hover popovers, the beta notice and
their styles and strings. The panel and help texts use the new name.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A bar over the canvas appears when an opened workflow uses models this
computer does not have: how many, and how many are here under another
name or folder (same hash), with one press to put those in. The doctor
page is redone on the scan page's layout: what needs you first, why in
plain words, and a button per row (put in, use a same-size file, pick
one, look it up on Civitai); models that are fine fold away.
- model_check.js: the check (no DOM, changes nothing) and the fixes,
which call the node's widget hooks so ComfyUI drops its red mark;
the node picker does the same now.
- Opening the doctor no longer rewrites the workflow by itself.
- Removed: the auto-detect switch (nothing read it), the doctor's own
deep hash scan and its routes (the resolver hashes same-size files on
demand; the page points to the scan page), the hash dialog, the old
resolver in hash_resolver.js, the unused pick-for-node path in
ui_detail.js, 45 old strings.
- Node Assistant's diagnoseNode and LoRA insertion moved to
ui_node_assistant.js.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The README, the help page and the image-side "!" guide still described the
old top tabs and bottom bar and an earlier release's features. They now
cover the rail, Home, model type chips, the activity log, character voices
(with the optional Anomalous_TTS node pack) and the lighter memory use.
- New update guide id 2026-10-rail-and-voices with five steps; the old
guide's locale keys (and the never-shown navigation/transfer/library
ones) are removed.
- Help: the Civitai API key goes in with the key button in the scan wizard,
not in Settings.
- The audio guide says the tag copy button only exists for characters
with emotions.
- update-guide.md loses its section on the removed bottom bar.
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
The footer version sat right under the tool dock and invited misclicks.
The "!" update guide now opens with the current version and a
"Check for updates / switch version" button that closes the guide and
opens the version panel.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeQEub5
In the header it pushed the dock and close buttons out of view when the
browser is docked or the display is scaled. It now sits under the tool
dock and hides with the collapsed sidebar.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeQEub5
