"Reference audio and emotions" replaces Edit emotions: a large window with
the voices on top (main voice, emotions, new emotion) and every clip of the
character below, one row each (listen, file and length, its line editable
in place, where else it is used, Main / Aux for the voice picked), with
filters, search and paging. Auxiliary references (timbre averaged in, v1 /
v2 / v2Pro), fixed lines (`lines`) and lengths need Anomalous_TTS
interface 18. tts_voice_refs.js holds the rules; the old clip search and
merge helper go.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Every script is a draft, saved on its own in ComfyUI's user folder
(anomalous_model_browser/voice_over_drafts.json through /userdata), read
again and joined before each write so two tabs keep each other's drafts.
A bar over the script names it and leads to New, Drafts and Close; the box
shows a card per draft (open, rename, copy, delete) and Recently deleted
(30 days). A reload opens the draft that was open; a file voiced again
from the gallery becomes a draft of its own; the one localStorage draft
of the earlier build moves in once.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The side panel changes one layer at a time under a path (Whole script ›
character › line); each layer has the same rows (speed, tone, language),
each saying where its value comes from, with ↺ to follow the layer above.
The more particular wins: line, character, whole script, the character's
usual settings. The whole script's values go into the node's inputs and
only lines that differ get tags. Lasting settings are links at the foot.
The script is kept as a draft in this browser and comes back after a
reload; editing the text keeps unchanged lines' own settings.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
GPT-SoVITS Settings gets a status chip by the title and tabs (tones, other
languages, base files with a dot when they need the user, where things are,
version); the tones have a Simple / Numbers switch. Voice-over's side panel
gets How it reads / Numbers / Settings tabs for a character or picked lines.
The More fold is gone; ui_tab_strip.js replaces ui_tts_fold.js.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Voice-over's side panel shows who reads, speed, the language (one line
while detected) and the tone with a listen button; the comparison, the
numbers and the links fold under More. GPT-SoVITS Settings opens with one
status line and the tone to use; the language rules, base files, places
and version are folded and open by themselves when they need the user.
Plainer words throughout: tone, Steady / Natural / Lively, As the
character, Always read like this, Own settings, base files.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The side panel follows what is picked: the whole script, one character in
it (its language, speed and mode for this script), or the picked lines (who
reads them, and their own values, each following the character until set).
A line set for itself carries a tag on its card. The values reach
Anomalous_TTS interface 17 as [lang:…][speed:…][preset:…] on each line;
an older node reads the whole script as before. Clicking a character in the
cast now shows it instead of giving it the picked lines.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ui_tts_import.js gives its frame and toolbar to ui_tts_import_screens.js and its window
drop to ui_tts_file_drop.js; material_inspector.js gives the PNG chunk reader to
png_metadata.js. 221 texts no code uses any more leave locales.js (both languages).
No behaviour changes.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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 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>
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>
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>
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>
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>
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>
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>
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>
A Bilibili user's scan said Civitai could not be reached while their
browser reached it through a VPN app: the plugin's urllib requests only
use HTTPS_PROXY or the Windows proxy, not a PAC script or a browser-only
proxy.
net_proxy.py: the proxy address saved in api/config.json (NETWORK_PROXY)
that every request of the plugin goes through (Civitai, Hugging Face,
GitHub, translators), handed to the scan process as HTTP(S)_PROXY; empty
keeps the old behaviour. It also names why a request failed (timeout,
refused, dns, ssl, reset, proxy, http:<code>).
Settings -> Network has the address (SOCKS and malformed ones refused
with what to write) and Test connection, which calls 1.60's
/anomalous/civitai_check (brought here unchanged, now through the proxy
and with the failure's name). A scan that loses Civitai records why
(civitai_error) and the scan page and activity log say it with what to
try.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
New users did not know to scan first. Until anything is scanned, Home shows a card with four
steps and "Set up for me": GET /anomalous/civitai_check (api/network_check.py, local requests
only) says whether Civitai answers and whether a set key is refused; when it does not, the card
offers Retry (with a proxy) or an offline scan. The scan never renames files or refetches,
whatever the scan page was set to; the card follows its progress. Never a popup; "Later" hides it
per browser and Home's "New here?" line brings it back.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
AMB read models only from ordinary drop-downs, so rgthree's Power Lora Loader (rows are
{on, lora, strength} objects) was invisible: Model Check never reported its missing LoRAs.
Now its switched-on rows are Model Check boxes (lora_nodes.js powerLoraRowBoxes: ComfyUI's LoRA
list as choices, a fix changes only the row's LoRA; downloads put files in the same way), saved
fingerprints and a picture's model search read them, the workflow summary lists them, and saved
model references include them and Easy-Use LoRA stack rows (nodeModelValues /
_model_reference_values, mirrored). Only these widely used nodes; ComfyUI's loaders stay the
reference.
recipe_parser.js was over 600 lines: which LoRAs a node loads moves to recipe_loras.js and the
box readers to recipe_widgets.js.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Stacking many LoRAs made a long chain of Load LoRA nodes. A default combo now says which LoRA
node it is laid out with (data.loraNode: ComfyUI's own chain, rgthree's Power Lora Loader, or
Easy-Use's LoRA stack + Apply LoraStack), chosen under New or in its editor; the third-party ones
are offered only when installed, and a missing one falls back to ComfyUI's own and says so.
Save as combo lost a Power Lora Loader's rows (object values were not stored): they are kept as
the node's rows, made again before the slots are filled, each row's LoRA a slot.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The ⋯ menu opened over the path line and the description, and two of its three entries
(copy path, copy file name) were rarely needed. The path bar sat between the buttons and the
description. Now the file's path, Copy and Delete model are the quiet foot of the details, and
Folder's tooltip shows the path.
In a narrow window the folder drawer went back into the page's layout the moment it closed and
shrank from 270px, squeezing the page as it slid; it now stays positioned over the page.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- The Combos workspace sat in a lighter, inset box with a shadow, a second "Combos" heading
and a red close: it now fills the page in the page's colour like Workflows; its bar shows
only in the editor, with "← All combos" (Esc presses it, the rail and Esc close the page).
The explanation folds behind ? and shows by itself while there are no combos.
- A model's description (Civitai's HTML) keeps h1-h6 near the text size.
- CHANGELOG for these and the folder column.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
