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>
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>
The list column showed every type's tree (raw folder names, [Root] rows with 0, nothing marking
where you are), repeating the type chips above it. Now (ui_folder_list.js) it follows the chips:
the type's heading with "📂 Open", All, its subfolders as a tree whose numbers count their
subfolders (empty ones dimmed, folding per session in owner.collapsedFolders), and "In the top
folder" for models directly in the type's folder; the listed one is marked.
A Bilibili comment asked for quick ways to open model folders: POST /anomalous/open_model_folder
without a file name now opens the folder itself (type root or subfolder; still by type, index
and subfolder, never a path, local only). Tests in tests/test_model_folder.py.
Gone: the every-type tree, Expand / Collapse all, expandedFolders and their locale keys.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Outputs window (showGeneratedGallery) sits inside the browser with only an id, so the Esc
rule did not see it as a layer: Esc pressed the details' back button and left the window open
over the list. Esc now hides it, as its close button does.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
From a Bilibili comment (buttons small and in five places, the file name twice, a title bar
of little use), layout B chosen by the user from three mockups:
- The title bar goes. The head (new model_detail_head.js) tops the right column: a crumb
back (Models / LoRA, or where history leads; still .anomalous-detail-back, so Esc presses
it), the name, the source line with the source links, and one action row: Add node (the
one accent button), Edit, Folder, Outputs, and ... with Copy path, Copy file name, Delete.
- Delete asks in AMB's dialog instead of window.confirm, and is no longer beside Add node.
- model_location.js: one path line with Copy; Show in folder is exported for Folder.
- action_menu.js: the small menu the gallery card's right-click had, shared with the ...
- Narrow (no cover column), a 64 px cover sits beside the name.
- Gone: the jump-to-bottom button, the full-width Outputs button, the location card's file
name row, and their locale keys (back, backToPrev, detailJumpToBottom,
detailPhysicalFilename, detailFullPath).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- A video card plays its video muted while the pointer is on it, or while in view when
Settings -> Video covers says always play (the model covers' rule). The <video> exists only
while playing, so a page of videos decodes nothing at rest; it lets clicks and drags through.
- The viewer sizes a video to the window (keeping its shape): 480p outputs looked small.
- Double-click in the viewer toggles full screen (checked afterwards so a browser that does it
natively does not toggle twice).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The dialog's close event came half a second late in testing: the sound went on, and a video
opened again in that time was stopped. The x, a click beside it and Esc (cancel) stop it now;
close only catches a close nothing else saw.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
