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>
A and B each get their own colour, shown on the side cards, the column heads and every
text line. Prompts list the tags only A has and only B has (each once) instead of
removed/added; long texts take one line per side with the differing part marked; values
wrap whole instead of ending in an ellipsis.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The gallery card's ⇄ picks a picture, a second picture's ⇄ or Compare with the canvas
completes the pair; the picture details' ⇄ compares with the canvas. The window says
whether both use the same nodes and lists only the values that differ (prompts as tags
removed and added with their role, seeds folded), pairing nodes by id, then by a type
each side has once. Ticked picture values go onto the canvas as one Ctrl+Z step.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The picker, combo-save and activity fixes now ship in v1.58.0, so their entries
move from v1.59.0's Fixes to v1.58.0's (the code here already had them; the
picker keeps this branch's theme-aware border colour). Outdated docs/plans and
docs/audits are removed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
docs/plans held task briefs written for other agents, most of them done or
abandoned (the toolbox shortcuts, the Material Library node capture), and
docs/audits a 2026-09-19 report on the old Model Doctor and Material Library.
Read publicly they looked like current plans. GEMINI.md now points front-end work
to AGENTS.md section 4 and docs/architecture/frontend.md; the audits row and the
audits ignore rules are gone. History keeps every file.
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>
With Anomalous_TTS interface 14 (GET /anomalous_tts/reference_text), picking a clip
that is not yet in use fills in the line the node finds for it (.txt / .lab /
annotation list); an older node gives no answer and the box stays blank as before.
The answer is used only while the box still holds that clip and is still blank, and
is dropped with the dialog. A blank line box shows the line the node uses for its
clip as greyed placeholder, so the settings are not changed by opening the dialog.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
CHANGELOG heading and README badge drop "Beta". The recipes architecture note and
AD-013 said recipes stay beta until a stability decision; that decision is this
release.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
