Keep -> Its combo now saves the nodes upstream of the picture's samplers' model and prompt
inputs (loaders, LoRA chains, CLIP skip, both prompts) as a node-structure combo, values
untouched; models are named by where they are here, missing ones kept by the picture's name.
A workflow without a sampler still gives the simple combo.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The combo editor gets a head with its picture (See the picture), a large name with a
Rename button, chips of what it holds and Put on canvas; models show only what is chosen,
Change / Add open the grid of compatible ones. No Save button: everything saves itself
(a tag changed in the bilingual view now saves too). The gallery's ★ Kept lists only the
pictures kept as a workflow, combo or prompt.
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>
The card shows the output image with the main model's cover as a badge; the name is the
first LoRA (else the main model) and two telling tags; the toast after keeping shows the
picture and renames the combo on the spot, and the editor's title renames on a click and
opens the picture.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Three columns in a side-panel window left each about 200px, tags one per
line and a sideways scroll. Below 980px the open reference now replaces
the card list (two columns of half the width each), and "‹ Cards" brings
the list back; wide windows keep three columns.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The card list read as plain grey rows. Each card is now a page with a
bound spine in its role's colour, its title, word count and role label,
and its first tags on two ruled lines; Common and My prompts are index
tabs with their counts, and the card open as the reference wears a
ribbon (deck.setOpen, fed by the reference column's onShow).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A user found model folders cluttered after scans: four files per model.
model_sidecars.py now says where the plugin's own side files are (.info,
.anomalous.json, .civitai_bak.*): beside the model, or in the folder's
hidden .amb (Settings -> Models -> Files that come with models). Every
reader and writer goes through it and reads both places; covers stay
beside the model for ComfyUI and other plugins.
Scans no longer keep a copy of Civitai's picture identical to the cover:
the cover is noted as Civitai's (SHA-256 in the .info) and a copy is kept
aside only while the user's own cover shows. api/sidecar_layout.py moves
existing files and drops the duplicates to the Recycle Bin. The folder
tree leaves .amb out; the duplicated tree builder and cover owner check
are shared now (model_catalog.py, backup.py back under 600 lines).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A user asked to pick tags from a saved prompt instead of pouring the
whole card in. A clicked card now opens between the cards and the prompt
being edited (ui_prompt_reference.js): a click on one of its tags adds
that tag, Add all the whole card, ticks show what the box has. The
preview's Add and dragging a card work as before; beside the canvas the
drawer widens by the column while it is open.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Every line is read by its own character: pasted and added lines go to
the one picked in the list on the left, the node's character is the
first line's, and the "Who speaks" bar is gone. Cards (ui_script_cards.js)
show the text as text: a click picks, a double-click or the pencil edits
it in place (Enter keeps, Esc puts back), and the name on a card opens a
menu of characters (all picked lines when it is one of them). Language
and speed are no longer offered to keep when several characters read;
the settings link names the listened line's character.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Pick lines on Voice-over (click; Ctrl / Cmd adds, Shift a run; Esc lets
go) and click a character in the list on the left to have it read them;
with none picked, the click changes who reads by default. On Voice-over
the list is the cast: narrower, characters with their colours, and a
click never leaves the page. Cards show who reads each line in its
colour, with that character's emotions; the bundle carries [name] where
the speaker changes, so generating, the cards' listen button, pushing,
dragging and copying follow it, and a file voiced again from the audio
gallery keeps its speakers. The character cards' Voice-over button is
gone. The workflow actions move to ui_script_workflow.js and the cast
helpers to ui_script_cast.js, keeping the director under 600 lines.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Each card has a ▶ (on hover, and on the card you are on) that reads its
line in the mode picked on the side; the side names the line and keeps
the modes heard on it as buttons to compare, without a listen button of
its own. The cards are drawn again once the node's modes are known.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A full-window button beside Dock (and a double-click on the title bar)
makes the window fill the ComfyUI page, remembered; it is neither dragged
nor resized then, and docking turns it off. Voice-over: one row per line
card, a divider between the lines and the generating side (dragged and
remembered, ui_split_bar.js; about half each by default), "Into your own
workflow" folded, who reads and their voices on one row, the how-to line
only until there are lines. On a wide side the modes' scale and numbers
are shown open unless the fold was closed before.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The line card you click or edit becomes the one the modes are heard on:
it is marked "heard on the right", and the run section names it beside
Listen ("line 3: ..."), replacing the dropdown. An empty line falls back
to a sample in the character's language.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
On the narrow side the scale joins the numbers in one fold and the long
notes became one sentence with the mode's description, so the side fits
without scrolling at a mid-size window; the side is a little wider. A
dropdown beside Listen shows which line of the script is read (#1 at
first) and picks another; the takes heard follow that line.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A bordered input pulled the eye from "15 -> 10". The number now looks like
plain bold text with a dashed underline; the box shows on hover or while
typing, without spin arrows (they covered the digits). The old value is a
little brighter so the change reads as one line.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A mode is shown against one fixed mode (the default preset in Settings,
Auto on Voice-over): a steady-to-lively scale with both marked and a
sentence ("a little livelier than your default"); the numbers move into a
fold. Listening reads one line with one seed through Preview Audio, only
the mode changing; takes are kept, and the modes heard stay as buttons to
compare. Settings picks the character and the line; Voice-over uses the
script's first sentence.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
GPT-SoVITS Settings and the Script Director share one switch: the modes
as choices, the picked one's numbers drawn like the Current node card
(two bars, before -> now, an arrow), each with its plain and its node
name, editable in place and saved into the preset. Settings gets Make
default / Reset / + New / Rename / Delete around it. The Script Director
replaces its folded fine-tuning numbers (which showed the node's defaults,
not what the presets used) with Auto or one preset for the whole script,
sent as the node's preset input, plus links to the presets and to the
character's generation settings; Save as default keeps the language and
speed and leaves the rest of the character's defaults alone.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The numbers table marks values that differ between presets and changed
built-in values (with the built-in one), like the compare window; built-in
presets reset one by one or together. New presets start as a copy, are
named by the user and can be picked everywhere. A character's generation
settings show each row's numbers in effect next to the general ones.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
For Anomalous_TTS interface 16: the default preset (Steady / Standard /
Lively), a preset for each pair of languages the characters can meet and the
presets' numbers, saved at once to the node's presets file; a Generation
settings button on character cards for the character's own preset, speed and
numbers, as a whole and per language. Older nodes get a pointer to the update
line instead.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The version manager takes an optional Checkout, so the companion node pack is
handled like the plugin itself: api/tts_version.py finds it among the
custom_nodes folders by its node class and accepts only a git clone of the
official repository; releases are fetched only on "Check for updates", an
update checks out the newest stable tag and can be undone. A checkout without
the release tags (cloned before it, then pulled) is matched by ls-remote.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
From 1.60.1 (6996f07): character cards show the version Anomalous_TTS reports
(interface 15); v3/v4 base models and vocoders are listed and reminded of only
when a character or a dropped SoVITS file needs them, with their own labels;
the import tells an unreadable SoVITS file from a version an older node cannot
use.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Character cards show the version Anomalous_TTS reports (interface 15). The
v3/v4/v5 base models and vocoders are listed, counted and reminded of only
when a character or a dropped SoVITS file needs them; the import tells an
unreadable SoVITS file from a version an older node cannot use.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A combo saved from picked nodes shows each model as a card like the model
library's: the cover with its slot written on it, the name and node below,
a click on the card (or Change on the cover) picks another model. The
default combo's main models and LoRAs to pick from are cover cards side by
side instead of wide rows; its empty cover is a class, not inline styles.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
With many models, or models on a network drive, every visit to the scan
page read every folder and, after a restart, every new model's header
again (79 s for 1041 models on an AutoDL model disk).
api/model_heads.py keeps what each file's header says by real path, size
and time in user/anomalous/model_heads.json (at most 50,000 files, the
longest unused dropped first, written a few seconds after the last
change, only once setup_routes called keep_on_disk); get_metadata reads
headers through it, so a header is read once per file version.
scan_summary keeps the last summary (memory, and scan_summary.json when
it changed); ?quick=1 hands it out at once and the page shows it with
"showing the last counts while they are updated", then the fresh ones.
Requests meanwhile await one count (_fresh). The models found on Civitai
(components apart, at most 5000 kept) are listed by GET
/anomalous/scan_matched; the page's "Found on Civitai" count opens them,
with Civitai's name, base model, a box to find one by name and Open.
Checked on the isolated ComfyUI reading the real loras and checkpoints
read-only (scans stubbed; no file there changed): the last counts showed
at once also after a restart, the fresh ones replaced them, the found list
had 68 models with names, the box filtered, Open and Back returned to it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Before an online scan (the scan page, a card's radar, after a download or
an import), scan_connection.js asks GET /anomalous/civitai_check, which
tries both of Civitai's addresses. When neither answers, a dialog says
why and offers Scan from the files (the offline scan, so nothing waits on
every model), Set a proxy (Settings → Models, Network) or Cancel. A check
that reached Civitai is trusted for five minutes. anomalousConfirm takes
okClass, so this choice is not drawn as a delete.
A model that is a link with no info beside it shows the info beside the
file it links to (metadata._info_base): A1111's Civitai Helper leaves
.civitai.info there. Only read there; covers, edits and scans stay beside
the link.
Checked on the isolated ComfyUI with the check and the scan request
stubbed in the page: the dialog's three choices (from files posts
offline_only, set a proxy opens the Models tab, cancel posts nothing),
an answering Civitai scans online without asking, and a second scan
skips the check.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The proxy help, the SOCKS warning, the refused-connection reason and the
Civitai scan hint used the slang word 梯子. Plain 代理软件 says the same and
is safe to show in videos and screenshots on Chinese platforms.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
On an AutoDL server civitai.com timed out while civitai.red, Civitai's
other address with the same API, answered in about a second, so scans
there fell back to guessing from the files.
civitai_client.api_hosts gives both addresses, the one that answered
last first; the scan's lookups, import's and Model Check's
(download_sources._civitai_json) and the network test ask the other one
when the first does not answer at all. An HTTP error is Civitai's own
answer and is not asked again. The test answers which host answered,
and Settings says so when it was civitai.red.
The pictures stay on image.civitai.com, which such networks often cannot
reach either: after COVERS_DOWN_AFTER (2) covers in a row that would not
download, a scan fetches no more covers instead of waiting on each.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
On a cloud server with 1041 models not scanned yet, on the platform's
network model disk, GET /anomalous/scan_summary took 79 s, each time the
page opened, and the page stayed blank meanwhile: it read each new
model's header (for "looks like no drawing model") one after another.
The headers are now read 16 at a time (HEAD_READERS) and through
get_metadata, whose cache keeps each answer until the file changes, so
the page opened again reads none of them and the picker after it finds
them there. Opened afresh, a count slower than 400 ms shows "Counting
your models…" instead of a blank page.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Cloud users had to find the plugin folder and make allow_remote_changes
themselves. GET /anomalous/access now also answers another device with
"command": the line that makes the file (touch, or echo off > on Windows,
which works in cmd and PowerShell), or removes it when it is there, with
this server's real path, quoted. The chip's dialog shows it with a Copy
button; when the browser refuses the clipboard the line is selected for
Ctrl+C. The line only runs where someone pastes it, on the server.
anomalousAlert takes options.copy; copyText moved from ui_share.js to
ui_dialog.js so both use it.
Checked behind the stand-in gateway: without the file the dialog offers
the line that makes it, with the file the line that removes it; both
Windows lines tried in cmd and PowerShell.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The header's button rules are !important, so a <button> chip lost its own
colours and size; it is a span again, with role="button", a tab stop and
Enter / Space opening its explanation. The start-up line about
allow_remote_changes is flushed at once, so it shows even when ComfyUI's
output goes to a file.
Checked on an isolated ComfyUI behind a stand-in gateway that adds
X-Forwarded-For (as a cloud platform's proxy does): without the file the
page is view only and changes answer 403; with it the chip reads "remote
changes on" in yellow, a scan choice is saved and reset, and a picked
offline scan runs to the end.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ComfyUI on a rented cloud server (AutoDL, RunPod) is only ever opened
from another device, so since v1.58.1 the plugin was view only there.
An empty allow_remote_changes file in the plugin folder, made on the
server and read once at start, now makes local_guard.may_change true for
every request; the middleware and the routes that check for themselves
(import, placement, scan choice, recipe focus) use it. is_local stays for
import's search of this computer's Downloads and for MCP. The page cannot
make or remove the file, and the file is git-ignored.
GET /anomalous/access answers {local, changes}. The header chip is now a
button: "view only" says what is refused and the two ways for cloud users
(SSH tunnel, the file); with the file it reads "remote changes on", in
yellow, and says that anyone with the address may change things.
docs/guides/cloud-server.md explains both ways and the risk; README,
AGENTS.md rule 4, backend.md and the CHANGELOG (v1.61.0) say so too.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The rule that hides the list column while a workspace is open matched
the workspace panel's style attribute inside :has(). Chrome then treats
every inline-style write on the page as a possible change and restyles
the whole page, so extensions that move their buttons every frame took
a large workflow's canvas down to 2-3 fps. The container now gets an
anomalous-workspace-open class from a MutationObserver on the panel's
style (every module opening a workspace sets its display), and the CSS
keys off that class.
Found, measured and fix proposed by Lindemellis in issue #22.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Node packs are ComfyUI's extensions, not material, so looking for them
under the models page's Tidy tab felt odd. Tidy keeps the models and a
line leading to the new Settings tab; both pages share the check and
its head (usage_view.js), ui_pack_usage.js draws the packs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A pack used only through its panels or buttons leaves no record, so the
user can mark it as still in use (POST /anomalous/usage/keep, kept in
user/anomalous/usage_kept.json, only packs ComfyUI loaded). Marked packs
leave the groups for a list of their own; Unmark undoes it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"Never opened" read as "this pack was never opened", while it meant
"in no opened workflow". The page-part group now says using only a
panel or a button leaves no record.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A node put on the canvas or a workflow opened and never run read as
"never used". The page now notes what each opened workflow holds
(usage_notes.js, POST /anomalous/usage/opened, kept apart from runs in
the run record) and the open tabs just before a check.
Packs whose nodes went unused but which also add to the page (buttons,
menus, monitors) get their own group: unused nodes do not say the pack
is. The packs count covers only packs that work through nodes alone.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
"No sign of use" read as "never made an image". The node pack page now
says only what a run uses counts (a node put on the canvas, a panel
opened do not) and that "installed" is the folder's creation date.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ComfyUI keeps no lasting note of what a run used, so AMB now notes each
queued run's node types and model files (on_prompt hook, user/anomalous/
usage_ledger.json). "Not used lately" reads it with the outputs, now
sounds too, and the saved workflows, and judges nothing that came in the
last 30 days; while the record is younger than the group shown, the page
says so.
Node packs get their own page: installed for how long, whether they add
to the page, which packs take what only they make, and a button opening
ComfyUI Manager's node list searched for the pack. Packs without nodes
are listed apart, as nothing can tell whether they are used.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A Bilibili user asked for a way to clear out models and node packs they
tried once and no longer use, without breaking other workflows.
api/model_usage.py (GET /anomalous/usage/check, this computer only, run
on a press): when each model and node pack was last used, from the PNG
outputs' prompts (image_search's cached records now keep node types) and
the saved ComfyUI workflows, recipes, combos and parameter sets; models
match by path, file name or scanned SHA-256; reading is capped and
nothing is deleted there.
ui_model_usage.js under Tidy's two steps: not used for 30 / 90 days or
never, biggest first, the last output's date, a warning when a saved
workflow still names a model; picked models go to the Recycle Bin. Node
packs are only listed, with a button that opens the installed ComfyUI
Manager's node list (Manager 4 or 3, probed by its own routes; without
one it says so).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
