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 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>
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>
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>
comfyui-browser toggles its own window on a plain b (hard-coded, no
setting), so with both installed one press opened one window and closed the
other. Shift+B keeps the B and leaves comfyui-browser alone (it checks for a
lowercase b). Tested with both plugins loaded.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The user's two wishes for v1.58.2:
- Esc on a page one level down (a model's details, one combo, one recipe)
presses that page's own back button; on any other page, Workflows and
Combos included (they are layers, but look like the other rail pages),
it closes the browser. The model details' back button gets a class on
the line that makes it, so ui_detail.js does not grow.
- The default shortcut is B, like ComfyUI's single keys for its side panels.
Ctrl+Shift+M is taken by Chrome and Edge (switch profile) before the page
sees it. ComfyUI keeps shortcuts the user set; typing in a text box is
left alone.
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>
Each saved set for the selected node is a card with the picture made with
its values (or the kept picture it came from) and a line per source: a
workflow's parameter set (with how many pictures it made, Open shows that
set), a kept picture (See it), or saved here, with the day. Changes are
drawn: numbers as two bars with an arrow, choices as old -> new; what stays
says why; Show all lists every value. Compare opens the whole workflow
against the canvas. With two sets or more, a side-by-side table (picture on
top of each column, changed values marked, Use N under each).
Backend: materials/by_node_type tells each record's origin, kept picture and
preview; parameters/by_node_type gives each set's signature; new GET
/anomalous/parameter_pictures counts the pictures of many sets in one pass,
reading each picture's signature once per file version.
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>
"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>
"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 star turns at once with a little bounce, the value fades in (one unmarked fades out), a failed save turns it back; quick presses queue instead of being refused. Focus values save alone through POST /anomalous/recipe_focus (this computer only, size-capped read, only focusParams written, no version), instead of a full recipe update that kept a version and re-read every model each time.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Every node value under the details' "every node's values" has a star; marked values show at
the top of the workflow's own values and of each set as tiles (node, value, a note, and on a
set the default when it differs). Set rows list them first; the comparison window leads its
key values with them and their note.
- Kept in the recipe's params as focusParams [{node, type, widget, note}]; the server refuses
any other shape (at most 12, short strings, notes up to 120 characters). Kept while the node
of that id and type is there, also when the workflow is updated from the canvas.
- compareParams' isKey now also receives the node ids, so a mark holds for one node only.
- Tests: tests/recipe_focus.mjs, focus values in test_recipe_roundtrip.py.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Opening a workflow on the canvas only hides the browser; the Workflows list stays, so opening
the browser again no longer shows an empty page (the old close hid the workspace without
restoring the page under it).
- Card Open and more are two small round buttons in the cover's corner, so a press meant for the
details does not open the canvas.
- Workflow details: the models' fold says whether all are here; folds open as the viewer last
left them; a tip when a workflow has no set (with Save the canvas) and one pointing at compare
on a set until used. Narrow (docked) details turn the left column into a row of pills.
- Save dialog rebuilt in ui_recipe_save_dialog.js: cover on the left from the canvas, the current
cover or recent pictures as thumbnails; fields on the right; Cancel and Save always in view; the
name starts as the canvas's saved workflow name; Esc and Enter.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The details open on the workflow's values instead of an overview. A bar (Back, the name
edited in place, the models' state, Open, ⋯ edit and export); a left column
(ui_recipe_sets.js): the workflow's own values, the saved sets unlike them (each with its
key values and difference count), Save the canvas, New, then all pictures and versions;
the chosen view on the right (ui_recipe_set_view.js): Apply to canvas, ⇄ with the default
values or the canvas, ⋯ copy / rename / delete, the main values, prompts (role menu,
folded when long), the pictures made with these values, and folded models and nodes.
ui_recipe_overview.js gives way to ui_recipe_info.js (name, notes, tags, cover, models'
state); ui_recipe_parameters.js keeps prompt roles, node values and the set editor, and
loses its 600-line tab renderer.
The pictures (ui_recipe_gallery.js) load as thumbnails and each has ⇄: the pick bar from
ui_param_compare.js now goes wherever the pictures are and can offer the workflow's own
values as a side. Also: applyRecipeToCanvas used anomalousAlert without importing it.
The old tab, hero, bento, console and gallery-dialog rules are pruned (about 1,000 lines).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The details' bar (Back and the tabs) loses its inline styles and heavy band. The overview
is rebuilt: cover, name, the models' state as one line (no banner), Open and ⋯ through
ui_popup_menu.js (the old More dropdown added a document click listener on every open
and never removed it), the numbers as small tiles, notes and tags, prompts with their
role and Show all for long ones (styles/29-workflow-detail.css).
Parameter sets: buttons on hover, names on two lines, the sidebar's hint and the console's
explanation removed; a new set is named after the recipe with the next number
(nextSetName) instead of a long suffix; raw values saved without names show their node
type's widget labels (comfyWidgetLabels) instead of 控件 N.
The rules for the old hero, banner, More dropdown, metric tiles and prompt boxes are
pruned from the older stylesheets.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The page's three rows (kind pills, search, tag select, count and close; view, share and
save; the drag tip strip) become one bar: search, a Filter menu (kind and tag), the count,
grid or list, share and import, save the canvas. Cards keep the picture, the name, a line
of steps, sampler, LoRAs and size, and the model; the models' state is a dot (words only
when some are missing), 功能模块 marks a partial workflow, and Open and ⋯ (edit, export,
delete) show on hover. ui_popup_menu.js is the small menu both use.
The page's styles move to styles/28-workflows.css; the card and bar rules spread over four
stylesheets and the ~240 lines of CSS injected from ui_recipe_cards.js are removed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Star a value in the comparison (key_params.js: node type + widget name, a hidden ComfyUI
setting) and it stays at the top of every comparison; equal values can be listed to be
starred. Recipe cards show 参数方案 N (sets unlike the recipe, from the new read-only
GET /anomalous/parameters/signatures) and open the Parameters tab; each set there shows
its key values, how many values differ from the recipe, and ⇄ to compare
(ui_param_set_keys.js). The window also compares saved workflows.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
