Follow-up to PR #21:
- The header shows All / Pictures / Videos beside the search (only once the output folder has
a video) instead of twelve chips; the formats move to Settings -> Gallery, stored as hidden
so a format added later shows.
- GET /anomalous/gallery_images lists pictures only unless media= says otherwise, so the recipe
cover picker and the MCP image search are unchanged; hide= drops formats (jpg covers .jpeg);
has_videos tells the gallery whether to offer the switch. .avi is left out (Chrome cannot
play it), .avif is a picture format in the filter too.
- The viewer stops the video however it closes (Esc included).
- Video cards have no View parameters, star or right-click menu, and the workbench steps
through pictures only.
- 图库, not 画廊; the 1.59 CHANGELOG entry credits cocorang and wkdtjs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
From cocorang and wkdtjs. The PR's own "v1.58.2" CHANGELOG section is left out (1.58.2 shipped
other changes); the 1.59 entry and the follow-up fixes come in the next commit.
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>
On a combo saved from canvas nodes, once the page was scrolled a little,
"‹ All combos" opened the model picker: Chrome hit-tested the model covers
(overflow: hidden) that had scrolled under the header as still there. The
combo editor's scroll box gets clip-path: inset(0), like the recipe details
on 2026-10-09. lessons.md records it as the second time, with the sweep that
finds it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
MCP now uses local_guard.is_local (one local check). A backup upload
request that is no upload answers 400 instead of 500. tests/test_local_guard.py.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
With ComfyUI started with --listen, other devices could use most of AMB's
actions: delete and rename models, save and delete workflows and prompts,
start downloads and scans, export a backup of all data, translate with the
user's key, change settings, switch the plugin version. A probe of all
routes as a LAN device found 9 of 112 refusing.
api/local_guard.py is one middleware in front of every /anomalous/ route:
anything but GET answers only this computer unless it is a read sent as POST
(OPEN_POSTS); a GET is open unless it is more than a read (LOCAL_GETS:
backup file, GitHub releases, local folders). Local = loopback peer, no
proxy headers, loopback Host (DNS rebinding is refused too). Refusals are
403 local_only with a bilingual message; GET /anomalous/access lets the page
show a "view only" chip (remote_view.js). AGENTS.md rule 4 now names it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The editor is rebuilt (it was inline styles everywhere): the cover large
with its choices under it (the current one, Civitai's own when the user
replaced it, the newest pictures, upload, the whole gallery), Name, Source
link and Notes with a word each, Reset / Cancel / Save at the foot. Nothing
is written before Save; fields left as they were are not sent. The source
link (asked for in the "not found" list's hint, but nowhere to type it) is
kept in the user layer; update_metadata refuses one that is no http(s)
address. GET /anomalous/model_covers tells the editor Civitai's kept cover.
A model Civitai does not know: its card reads "推断 <base>", its details
open with a note on what was read from the file and a button to add a name
and link (instead of the English placeholder description), and the scan
page says an online scan infers what Civitai does not find.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The scan card opens on two rows of the models' covers, newest first, with an
empty dashed frame for each model not scanned yet (they pulse while a scan
runs): what a scan does, in a picture. The ring, which said the same as the
line under it and the state bar, is gone; narrow, nothing sits alone above
the card any more. The scan summary carries up to 48 covers of scanned models
(components left out) for it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The scan button gets a scan-frame icon (the radar read as a clock). The
models set to never be scanned and the files in other formats are quiet
links under the state chips, so "worth a look" only appears for damaged
files and voice-like models. The scan card stacks the ring above the
rest by the page's own width (docked in the sidebar too), and the More
arrow turns when unfolded.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The scan card answers "what now": a ring of the models found on Civitai,
what is left in one line, the scan button, "pick models to scan" and an
online / offline switch beside them, and what the scan does in one
sentence (Details unfolds the counts); a yellow line when a switch that
changes files is on. Below it the models' state as a bar with a chip per
state and the components' chip, then, only when there is something, what
needs a look (one row each, with its icon), the settings as tiles (the
two that change files folded under More) and the last scan in one line.
Icons are scan_icons.js. The cards, chips and rules the page no longer
draws are gone.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"Pick models to scan" sits beside the scan button; the picks are named
under it and the button scans them, "clear" goes back to everything, so
the all/picked switch is gone. Under the button the page says what this
scan will do, each line with how many of its models are components.
The settings card (ui_scan_settings.js, holding the scan options and the
Civitai key prompt) unfolds in place instead of opening its own page.
The summary counts and lists models in component folders (VAE, text
encoders, CLIP, CLIP Vision, upscalers) apart. The counts at the top and
the not found / not scanned lists leave them out; a card and a list of
their own say that many are not on Civitai and that this is no fault.
The not found list looks up again just the models it shows.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The picker's models folders are sorted by type, each named with where it
is when the folder is not named after its type (Diffusion · unet) or the
type has two; models follow their folder. A row's state, base model and
size sit in fixed columns. Offline, the settings page no longer counts
models last scanned without a connection as "not on Civitai": they wait
for the next online scan.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"All models" now lists, from the scan summary, how many models a scan
looks up, keeps, leaves for "look up again" and leaves out, following
the offline and fetch-again switches. "Only ones I pick" names the picks
with their size and says when found ones would only be read again.
The picker (ui_scan_picker.js, GET /anomalous/scan_pickable) lists the
.safetensors files a scan reads with the scan page's states, folder,
base model and size, as a list or covers, narrowed by folder, state,
search and picked-only; "pick these" picks what is shown, shift-click a
run. Picks go to the scan as targets. The old inline-styled selector and
its batch_select route are gone; setWidgetValuePath keeps its own file.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- The scan summary marks new models whose safetensors header reads but names no drawing model
kind (a voice model such as F5-TTS) as not_drawing; the scan page asks: don't scan them,
scan them, or see each. The choice lives in <model>.anomalous.json ("scan": "skip" / "scan",
model_identity.scan_choice), saved by POST /anomalous/scan_choice (api/scan_choice.py, this
computer only, at most 2000 models, only readable .safetensors layers).
- "skip": a scan of a whole folder leaves the model out (picked by hand it is still scanned),
the summary counts it apart (excluded) with its own list to change it back, the card and the
details say "不扫描"; the details have the same button.
- The unmatched count warns only for damaged files or lookups still to do; not-found rows say
the fingerprint is kept for repairing workflows.
- model_kind.inspect_file now gives format None when the header cannot be read, as its text said.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A model Civitai has no record of now has its safetensors header checked (model_identity.
safetensors_damage: too short, header longer than the file, not JSON, or a tensor ending past
the file's end; only the header is read). Such files get the unmatched reason "damaged": a red
badge on the card, a line in the details, a warning on the scan page (the summary counts them)
and first place in the unmatched list, with advice to download the model again.
Tests: header cases, a scan telling a damaged file from a whole one; the scan report fixtures
are whole safetensors files now.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A search box above the clips (ui_tts_clip_search.js) finds clips by part of their
line or file name and lists the first 30 with their lines, to hear, use as the main
voice or add as an emotion (the new row gets the clip and its line). The lines come
once per dialog from Anomalous_TTS's GET /anomalous_tts/reference_lines (interface
14, by character name only); with an older node the request fails quietly and the
search covers file names. Picking a clip now fills its line from the same lines,
so the per-clip request is gone. Lines reach the page as text only (textContent).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Once the combo editor or a recipe's details was scrolled, Chrome hit-tested content
that had scrolled out of view as still sitting under the header: "‹ All combos" hit
a LoRA tile, and the recipe's Back and tabs hit its cover. The combo tiles lose
content-visibility: auto (their off-screen boxes kept taking clicks); the recipe
detail's scroll box gets clip-path: inset(0), which Chrome also applies to hit tests.
Found with a sweep that scrolls every scroll box of each page in steps and checks
each visible button still gets its own click.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Brings stage 1 into stage 2: the gallery drag fix and the change that
follows Anomalous_TTS interface 13 (no server path picker, no storage
change or move, folders shown with the node's settings file).
Conflicts: the picker CSS, the storage-change activity label and its
locale keys are dropped; stage 2's model download and backup entries stay.
tests/tts_setup_api.mjs now checks the pretrained download route instead
of the removed storage and library routes, and that no export sends a
path on the computer.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018P2T2R7TFbJsc3C9maCD8B
Anomalous_TTS no longer takes a folder or file path on this computer from
a request (ComfyUI-Manager review of the node): the storage place, other
character folders and pretrained sources are set only in its settings
file, and imported files are always uploaded.
- GPT-SoVITS settings shows the storage place, other places and package
sources without change, move or remove buttons, and names the node's
settings file (status.settings_file) with a copy button and how to edit it.
- The import window drops "from this computer": no server path picker
(ui_tts_path_picker.js is gone), no local folder scan or local clip
preview; a very large upload is confirmed instead.
- tts_setup_api.js loses the removed routes; formatSize moves there.
- The storage-change activity entry, unused locale keys and picker CSS go.
Verified: tools/check_structure.mjs; tts_setup_api in Node with fetch
stubbed; the settings card, batch hero, add menu, file sources and player
rendered with jsdom and stubbed ComfyUI scripts. Not run in ComfyUI.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018P2T2R7TFbJsc3C9maCD8B
- The models page has tabs: All models, Tidy (with its count) and Sources;
the type bar keeps the type chips and Import.
- Base model chips under the type chips (All, Illustrious, SDXL, Unknown...),
one per family the listed models have (model_bases.js; SDXL 1.0 = SDXL);
models not scanned are listed by their header's guess (metadata base_guess).
- Tidy is cards with the model's cover and name in two steps: models in a
folder whose loader cannot read them (from -> to, one plain reason, Move
there, Change place), and identical files side by side with the copy to
keep marked (the one in the right folder; click another to change) and one
button for the extra copies. Models that load anyway and extra copies of a
well-placed file are not in step 1. Same-size files up to 256 MB are
compared at once; larger ones on Compare.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The models page's Tidy chip (with a count) reads every model's header
(model_kind) and lists files whose type does not match their folder - such
as an Anima/Flux/Wan diffusion model in checkpoints, which Civitai labels
"Checkpoint" - with why it matters, where it belongs (same subfolder, same
drive) and Move there, taking its cover, info and notes along; never over a
file. A whole checkpoint in diffusion models is marked as loading anyway.
Identical files are grouped by SHA-256 (scan hashes; same-size unscanned
files on Compare); each copy can go to the Recycle Bin. Moves are logged
(model_move). Also: opening the Tidy or Sources view stops cards of an
earlier load from being drawn into it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Models page: "+ Import" chip and model files dropped on the grid open an import
window. model_kind.py tells a file's type (LoRA, checkpoint, VAE, text encoder,
diffusion model, ControlNet, embedding, CLIP Vision, upscaler) and base model from
its safetensors / GGUF header only; .ckpt/.pt are never opened. api/model_import.py
finds the dropped file in Downloads/Desktop (name, size, time) and moves it, or
takes an upload; checks it against Civitai and the scanned models; never replaces
a file (" (2)"). New files are scanned after.
- Model cards show the Civitai version name (metadata version_name).
- Settings page in tabs (Look, Models, Workflows, Prompts, Backup, Help); the
download folder is a choice of ready-made folders or typed by hand; default is now
by base model ({base}).
- The scanner's offline base model uses model_kind (LoRAs, Qwen, Wan, Chroma...).
- AD-019: no Civitai browser inside the plugin.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Save as combo now keeps all picked nodes but subgraphs, with the links
between them. Model drop-downs and text boxes stay the slots; nodes
without slots are listed in the editor under "Nodes put back as saved"
with their values and go back exactly as saved. Inputs fed by links from
unpicked nodes are stored in structure.open, and the save dialog, the
editor and the card say which ones to wire after putting it down. Cards
of combos without models name their nodes.
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 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>
The import dialog said "with 1 picture" for a package with a cover and one
model thumbnail: the cover lives inside recipe.json as a small image, not as
an asset file. Inspect now returns has_cover and model_pictures, and the
dialog says "a cover, N model thumbnails".
The save dialog's cover preview stretched the chosen image to the dialog's
width; it now keeps its proportions (object-fit: contain).
Checked live: a recipe with an output-image cover and a LoRA thumbnail,
exported and imported with the output image moved away, shows both on the
new card and its detail.
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>
A backup also keeps a model list (each model's folder, path, size,
SHA-256 and link). Inspecting it names the models this computer lacks
(two copies of one file are one download); "Find downloads..." looks
them up like Model Check (Civitai by hash, the saved link, Hugging
Face), shows size, source and free space, and downloads the ticked ones
one after another into the path they had, each checked against its hash
and scanned after. A file found by name only starts unticked. Verified
on the isolated ComfyUI: an 18 MB Civitai LoRA came back to its folder.
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>
Each slot names its node (and node pack when not ComfyUI's own). A small
"译" button beside a prompt shows its translation in a read-only panel
(ui_translation_peek.js). On nodes with several models, saved values go
to the row with the same number (strength_02 under lora_02) and more
than four fold behind "+N"; empty optional rows (None) start unticked in
the save dialog so a ten-row LoRA stack does not make ten empty slots.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Models, LoRAs and prompts in their own groups, in the order they flow
(LoRA 1 next to the model, positive before negative); made-up names
renumbered along the chain. Covers looked up for every model, a whole
row opens the picker, names wrap to two lines, each model node's saved
values (strength, CLIP strength, type) shown read-only, prompt boxes
grow with their text. New captures keep nodes in flow order. The combo
editor's sticky top bar sat 20 px down with the page showing above it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A combo can now hold its own node structure: pick nodes on the canvas and
New -> From the nodes picked on the canvas keeps the model nodes (a
drop-down of model files) and the text nodes (a multiline text box by the
node's definition) with the links between them; other picked nodes and
links to them are left out, their ports stay open on the canvas.
Slots are per box, so a node with several model drop-downs has several; a
box fed by a link is no slot. Each model slot's folder is the one whose
files hold all its drop-down's model-file options (ComfyUI's /models
lists), never guessed from names. Every other box is stored by name and
put back untouched, in order (a count box adds its rows first).
The save dialog shows what is kept and dropped and lets slots be renamed
or unticked. The editor lists the slots: a picker of that folder's models
with covers, filtered by base model, and text boxes. Put on canvas makes
the nodes (missing node types and their packs are named before anything
is placed), fills the slots by name, links by port name and type, as one
Ctrl+Z step; a box or link that cannot be restored is reported, never
guessed. New -> Same structure as ... starts another combo from a saved
structure. The default combo is unchanged. MCP list_combos lists node
combos by slot and place_combo places them.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Downloads: with the China mirror on, a Civitai match whose very file (same
SHA-256) is on Hugging Face too, by the workflow's link or ComfyUI-Manager's
list, is fetched from Hugging Face; Civitai's name, base model and page stay.
- A file downloaded from Hugging Face gets its model card's first example
image as cover and its base model, trigger words and example prompts as
notes, with the repository as link (api/hf_card.py), never over what the
user or a scan set.
- Text encoders, CLIP vision and upscalers are shown (and scanned) by
default, so shared workflows carry their fingerprints; older configs get
them turned on once (folder_defaults_version 2).
- The models page's search sits in the header (ui_model_search.js) instead
of inside the folder list; it searches the whole type by name, file name,
folder, trigger words, base model and notes, every word; Esc clears it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Model Check offers Download (and Download all) for a missing model whose
source names one exact file: Civitai by the workflow's fingerprint, or a
Civitai version / Hugging Face / GitHub file link the workflow carries.
A dialog shows each file's size, source and full destination, with the
models folder (when there are several) and subfolder changeable; Settings
> Model downloads sets the default: where the workflow says (the node
needs no change) or a set folder, {base} sorting by base model and
matching an existing folder in any spelling.
Downloads run one at a time into <file>.part, continue after an
interruption, are checked against the SHA-256 before they get their name,
never replace a file, and send the Civitai key to Civitai only. Finished
files are put into their nodes (one Ctrl+Z step each), scanned for info
and covers, and recorded in the activity log.
A change of fingerprints alone (after any scan) no longer takes a Ctrl+Z
step that seemed to do nothing.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- The bar starts with "Model Check:" so it is clear it comes from the browser.
- "Don't show again" turns the check on opening off and says where to turn it
back on; Settings → Workflows has the same switch (on by default), and turning
it on checks the open workflow right away. While off, the bar never shows.
- The tour's Model Check step mentions the button.
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>
