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 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>
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>
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>
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>
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>
From a Bilibili comment (2026-10-13):
- Esc closes the top layer: a dialog or menu (the plugin's alert and confirm
now close on Esc, as OK / Cancel), else the Workflows / Combos workspace,
else the browser. One capture listener decides before the layers act, so a
dialog closing on the same Esc still counts as above. The shortcut and the
Extensions entry toggle the browser.
- A model's file card has Show in folder: POST /anomalous/open_model_folder
(api/model_folder.py) takes type, folder index, subfolder and file name,
never a path, and opens Explorer / Finder with the file selected; a POST,
so local_guard keeps it to this computer. The card moves out of
ui_detail.js into model_location.js.
- A gallery card's right-click menu (gallery_card_menu.js): Insert as a Load
Image node reads the output file in place ("name.png [output]"), and View
Parameters.
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>
"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 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>
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>
The models page's Tidy chip (with a count) reads every model's header
(model_kind) and lists files whose type does not match their folder - such
as an Anima/Flux/Wan diffusion model in checkpoints, which Civitai labels
"Checkpoint" - with why it matters, where it belongs (same subfolder, same
drive) and Move there, taking its cover, info and notes along; never over a
file. A whole checkpoint in diffusion models is marked as loading anyway.
Identical files are grouped by SHA-256 (scan hashes; same-size unscanned
files on Compare); each copy can go to the Recycle Bin. Moves are logged
(model_move). Also: opening the Tidy or Sources view stops cards of an
earlier load from being drawn into it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Models page: "+ Import" chip and model files dropped on the grid open an import
window. model_kind.py tells a file's type (LoRA, checkpoint, VAE, text encoder,
diffusion model, ControlNet, embedding, CLIP Vision, upscaler) and base model from
its safetensors / GGUF header only; .ckpt/.pt are never opened. api/model_import.py
finds the dropped file in Downloads/Desktop (name, size, time) and moves it, or
takes an upload; checks it against Civitai and the scanned models; never replaces
a file (" (2)"). New files are scanned after.
- Model cards show the Civitai version name (metadata version_name).
- Settings page in tabs (Look, Models, Workflows, Prompts, Backup, Help); the
download folder is a choice of ready-made folders or typed by hand; default is now
by base model ({base}).
- The scanner's offline base model uses model_kind (LoRAs, Qwen, Wan, Chroma...).
- AD-019: no Civitai browser inside the plugin.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Export packs the stores (recipes, combos, materials, parameters, and
optionally ComfyUI's saved workflows), the plugin settings without the
Civitai key, and each model's user layer and own cover into one .zip to
keep on a cloud drive. Import lists what is new, the same or different
and the models it finds again (by SHA-256, else folder, path and size),
adds only what is missing by default, replaces differing files only on
request with this computer's going to the Recycle Bin first, merges a
model's name and notes field by field and puts the user's cover in
place of a Civitai one. Unsafe or foreign zips are refused. Both are
activity entries. tests/test_backup.py covers the rules; testing.md
names a single test file the way unittest finds it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- Downloads: with the China mirror on, a Civitai match whose very file (same
SHA-256) is on Hugging Face too, by the workflow's link or ComfyUI-Manager's
list, is fetched from Hugging Face; Civitai's name, base model and page stay.
- A file downloaded from Hugging Face gets its model card's first example
image as cover and its base model, trigger words and example prompts as
notes, with the repository as link (api/hf_card.py), never over what the
user or a scan set.
- Text encoders, CLIP vision and upscalers are shown (and scanned) by
default, so shared workflows carry their fingerprints; older configs get
them turned on once (folder_defaults_version 2).
- The models page's search sits in the header (ui_model_search.js) instead
of inside the folder list; it searches the whole type by name, file name,
folder, trigger words, base model and notes, every word; Esc clears it.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Model Check offers Download (and Download all) for a missing model whose
source names one exact file: Civitai by the workflow's fingerprint, or a
Civitai version / Hugging Face / GitHub file link the workflow carries.
A dialog shows each file's size, source and full destination, with the
models folder (when there are several) and subfolder changeable; Settings
> Model downloads sets the default: where the workflow says (the node
needs no change) or a set folder, {base} sorting by base model and
matching an existing folder in any spelling.
Downloads run one at a time into <file>.part, continue after an
interruption, are checked against the SHA-256 before they get their name,
never replace a file, and send the Civitai key to Civitai only. Finished
files are put into their nodes (one Ctrl+Z step each), scanned for info
and covers, and recorded in the activity log.
A change of fingerprints alone (after any scan) no longer takes a Ctrl+Z
step that seemed to do nothing.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Current node's "Insert LoRA before / after" refused the most common workflows: a
checkpoint whose CLIP feeds both prompts (one link per output only) and UNet workflows
with their own CLIP loader (MODEL and CLIP had to come from one node).
- graph_splice.js: planLoraInsertion decides the links (after a node: every link of its
MODEL output; before one: only its own MODEL input) and, for LoRAs that train the text
encoder, the CLIP line (same node, a UNet workflow's one CLIP source, or before a
sampler the source its prompts share); spliceLora wires it, all or nothing. The old
analyzeModelChainInsertion / spliceModelChainNode / spliceAfterOutputs are gone.
- api/lora_info.py: GET /anomalous/lora_info reads the LoRA's safetensors header; the
picker asks it on confirm and inserts a model-only loader when there are no
text-encoder weights. The MCP add_lora uses the same helper.
- Insertion messages speak of the MODEL line; the fan-out ones are removed.
- tests/graph_splice.mjs (local) covers checkpoint, UNet + CLIP loader, before a
sampler, and the rollback.
Verified on 8199 through the Current node picker: after a checkpoint feeding two prompts
(full LoRA, both prompts moved) and before a sampler (model-only Flux LoRA).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
An MCP endpoint (Streamable HTTP) inside ComfyUI's server, so Claude, Cursor, Cherry
Studio and other MCP apps can ask about the user's library without anything extra
installed and without memory or VRAM while nobody is connected.
- api/mcp_server.py: one JSON-RPC message per POST, answered with JSON. Serves the
2026-07-28 stateless protocol (headers must match the body) and the earlier
initialize-based versions; no sessions. This computer only: loopback peer, no proxy
headers, loopback Host and Origin (DNS rebinding).
- api/mcp_tools.py: 11 read-only tools: library overview, model search and details
(optional cover), scan status, output-image search and generation settings
(optional thumbnail), combos, workflow recipes, saved prompts, generated audio,
activity log. Ids resolve inside their roots; tool failures come back as isError.
- docs/guides/mcp.md: setup for each app, what can be asked, privacy note.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The page held four unrelated things, so each now lives where it is used:
the rail's Prompts entry (and the Ctrl+Shift+L shortcut) opens Prompt
Studio beside the canvas, where saved prompts are managed; the browser
comes back when the studio closes. Saved node values stay in Current
node, which can now delete them; moved whole workflows are no longer
offered there twice. Recent results, combos and whole workflows already
have their own homes.
Deleted ui_materials.js, ui_material_cards.js, ui_material_detail.js,
ui_material_application.js (its receipt is ui_apply_receipt.js) and
material_feedback.js, the recipe page's copy-to-library buttons and the
save_parameter_material route, with about 2,000 lines of CSS and 200 locale
keys. Words that said "material library" now say where things go.
Material files are untouched.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Every PNG in the gallery has a star that asks what to keep: the whole
workflow as a Workflow Recipe, its main model, LoRAs and positive prompt
as a combo (models looked up on this computer, missing ones left out), or
its prompts as a saved prompt. What is kept remembers its image, so
GET /anomalous/kept_images fills the star and the menu opens what was
kept. The image workbench's Keep opens the same menu instead of its name
and tags form. Things are named after the prompt's first tags.
The Material Library's Recent shelf and its route are gone: the gallery
lists the same images. Gallery cards moved to ui_gallery_card.js, and
deleting asks in the usual dialog. Two missing locale keys are fixed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ui_material_notes.js lists the notes above the saved prompts, each with
its model, LoRAs and prompt, Put into this workflow and New group of
nodes; a card opens the note's editor, which now has a way back to the
library, and New note starts one. The separate Prompt Notes button goes,
and so does the editor's "save to library" card with the route only it
used (save_prompt_note_material): a note is in the library already.
Notes keep their own files; prompt materials saved from notes before
still list and open.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Recent's star and the image workbench's whole-workflow save now make a
Workflow Recipe with the image as cover (recipe_save.js lays the image's
workflow on a canvas of its own and saves it through the same path as the
canvas save, now shared). The Material Library's "all" lists the pieces
only and loses its Workflow pill. Whole workflows kept as materials
before can be moved from the Workflows page: each becomes a recipe and
its material gains moved_to_recipe, which keeps it out of every listing
while the file stays. Recent marks images kept as recipes and opens them;
partial recipes are "Modules" everywhere.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Card thumbnails lived in ComfyUI's temp folder, which ComfyUI empties on
every start, so each first visit after a restart remade them all. They now
live in <user>/anomalous/cache/card_thumbnails (still capped at 256 MB).
Listing a model type queues the missing ones for one background thread;
the first screen of cards loads before the rest. A video cover gets a
first-frame poster (PyAV) and fetches nothing until it plays; hover-play
is now the default, as the setting already recommended.
The gear opens a settings page instead of a pop-up with a dialog inside:
look and language, model cards and memory with the thumbnail cache (size,
empty), folders, workflow fingerprints, opening mode and window, help.
Display preferences live behind owner.displayPrefs. Also removes a dead
overlay rule that shared the new page's id.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Saving parameters asked people to decide, then save, while busy
generating. The library's first category, Recent, now lists the newest
output PNGs that carry their workflow, each with the start of its positive
prompt, the main model and steps / CFG / sampler / size (GET
/anomalous/recent_generations, read from PNG text chunks and cached). A star
keeps one as a whole-workflow material through the existing
save_image_material route, named after the prompt's first tags; a kept
image shows a filled star (matched by the image's SHA256, as the save
route's duplicate check does) and opens its material. The picture opens the
image workbench for keeping single nodes; the search box searches Recent
too. The empty-library guide points here.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Node Assistant becomes "Current node" (当前节点): one page instead of the
"actions" / "parameter sets" tabs, model actions on top, Parameters below.
- node_parameter_sets.js: the node type's saved values from the material
library and from recipes' parameter sets as one list; the same values
saved in both are one entry naming both sources. For the selected node,
exactly what an entry would change; seeds (and their after-run control),
model files and choices this computer lacks are kept.
- ui_node_parameters.js: the list, "apply these N" (one undo in the
receipt) and "save these values".
- api/node_material.py: POST /anomalous/save_node_material keeps one
node's values as a node_parameter_selection material, deduplicated by
type and values; the library lists it under parameters.
- Removed: ui_node_presets.js with its hover popovers, the beta notice and
their styles and strings. The panel and help texts use the new name.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A bar over the canvas appears when an opened workflow uses models this
computer does not have: how many, and how many are here under another
name or folder (same hash), with one press to put those in. The doctor
page is redone on the scan page's layout: what needs you first, why in
plain words, and a button per row (put in, use a same-size file, pick
one, look it up on Civitai); models that are fine fold away.
- model_check.js: the check (no DOM, changes nothing) and the fixes,
which call the node's widget hooks so ComfyUI drops its red mark;
the node picker does the same now.
- Opening the doctor no longer rewrites the workflow by itself.
- Removed: the auto-detect switch (nothing read it), the doctor's own
deep hash scan and its routes (the resolver hashes same-size files on
demand; the page points to the scan page), the hash dialog, the old
resolver in hash_resolver.js, the unused pick-for-node path in
ui_detail.js, 45 old strings.
- Node Assistant's diagnoseNode and LoRA insertion moved to
ui_node_assistant.js.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The scan page now says which models are unmatched or not scanned yet (type, folder,
why Civitai had nothing) and what each scan did, model by model; rows open the model,
scan it, look it up again or search Civitai. The progress box shows the counts and,
when floating, a way to the result. The activity log records a scan when it ends with
its result, and model edits (from -> to) and deletions (files moved) in detail.
- scraper.py reports one JSON line per changed model (--report-file); a failing model
no longer ends the scan. Unmatched info keeps why (not_found / network / offline);
online scans look network/offline ones up again. After two models in a row without
an answer the rest of the scan infers from the files (--civitai-down for the next
folders) instead of waiting out every timeout.
- civitai_client.py: the network side moved out of scraper.py; tells a 404 from
Civitai being unreachable (CivitaiUnreachable).
- api/scan_report.py: ScanJob turns a scan's reports into one result, kept as the last
scan (/anomalous/last_scan) and logged; /anomalous/scan_model opens a listed model.
- /anomalous/scan_all takes picked or listed models as `targets`, so one scan has one
result; scan_summary lists unmatched and new models with their reason.
- Activity middleware takes details a handler attaches (request[ACTIVITY_DETAIL]).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Edits in the last commits left some LF-only lines in files the repository
keeps with CRLF. Line endings only; no content change.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
recycle_bin.move_to_trash is now the only way the plugin deletes the
user's files: SHFileOperationW with FOF_ALLOWUNDO on fixed Windows drives
(send2trash or gio elsewhere). Where there is no Recycle Bin (USB stick,
network share) it raises TrashUnavailable and nothing is deleted; the API
says so (api/trash.trash_failure), including "file in use".
Routed through it: model delete (model + sidecars in one operation, or
nothing), cover replacement and cover reset, output images, generated
audio, recipes with history and images, materials with images, prompt
notes, parameter notes, the duplicate copy a physical rename finds and the
covers a forced rescan replaces. Temp files, caches and the bounded recipe
history are still removed directly.
The unused POST /anomalous/clean_civitai_info, which erased every
.civitai.info in the library (with the names users set), is removed with
its activity-log label. Delete confirmations say where things go. Tests use
a fake Recycle Bin (none of their files reach the real one).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
5af9b6d was committed with only the removal of ui_scan_wizard.js staged;
this adds everything its message describes, so the branch works again:
- ui_scan_page.js / scan_runner.js / 18-scan-page.css: the scan page with
matched / unmatched / not-scanned counts, one scan button, "look up the
unmatched models again", progress in the page, Advanced options.
- api/scan_summary.py: GET /anomalous/scan_summary.
- scraper.py: --retry-unmatched (saved hash when the file is unchanged,
covers kept); display names set in the editor survive scans.
- api/scanner.py: one request-to-switch mapping (_scraper_flags) and one
cache-clearing helper for both scan routes.
- model_identity.py: sidecar_info / is_unmatched shared by scraper and API.
- Shell wiring (rail, Home, panel lists, close), the provenance switch in
Settings -> Model settings, locale keys, docs and CHANGELOG.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The models page starts with a chip per models folder (Checkpoint, LoRA, ...)
and its count. A chip lists the whole folder with its subfolders
(GET /anomalous/type_models); a folder picked in the list narrows the grid
to that folder, shown as a crumb whose x goes back to the whole type. The
chosen type is remembered.
owner.modelScope now says what the grid lists; currentType/PathIdx/Subfolder
stay the folder of the model at hand, set from each card (focusModel), so
the editor, the scanner and "add to canvas" get the right subfolder.
Voice clips: the copy button reads "Copy {tag}" with a tooltip on what
pasting it does, and is gone for characters with only a main voice.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The gallery grid loaded every output at full size: a 1024x1536 PNG decodes to
about 6 MB in the browser, so a few pages of outputs held hundreds of MB to
GBs of browser memory and graphics memory. Cards now use a cached 512 px WebP
from /anomalous/output_thumbnail (the model cards' thumbnail cache; about
0.7 MB decoded); dragging to the canvas, the viewer and the workbench still use
the original. When the browser has been closed for 90 s its gallery images are
released like the model grid, and reopening on the gallery reloads them.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A new Activity page on the rail (and the home page's recent list) shows, by day,
what the plugin changed. Record only; undo comes later (AD-018).
- api/activity_log.py keeps the newest 500 entries in the ComfyUI user folder.
A middleware records this plugin's and Anomalous_TTS's write requests after
they succeed (including the 200 + {"status": "error"} style as failure), from
one route table; the log never fails the request it records.
- activity_canvas.js: a press inside Anomalous snapshots the canvas; the next
press or key outside it (or the next press inside) logs the difference, so
every button, drag and dialog that writes nodes is covered and the user's own
edits are not. Opening another workflow is logged as that. <html> carries an
Anomalous class and does not count as the plugin's interface.
- activity_diff.js: pure snapshot and difference; activity_log.js: client and
wording; ui_activity.js: the page (filters, details, find on canvas, clear)
and the home list.
- Tests: tests/activity_diff.mjs, tests/test_activity_log.py (local).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The F5-TTS voice library (input/F5-TTS scanning, voice upload with ffmpeg
conversion, romanization, Load Audio clip drags) and the engine switch are
removed. The audio page now works with one engine, Anomalous_TTS
(GPT-SoVITS): characters, drags onto its node, the Script Director with
direct generation, pronunciation and settings. The audio gallery and its
stream route stay (output and temp folders only). The root PATH hack that
existed for F5-TTS's ffmpeg lookup is gone. Recorded as AD-016.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Script Director gets a Generate section for GPT-SoVITS characters
(ui_script_run.js): it queues the script as an API prompt with this
page's client id (audio_tts_run.js), shows queued/running/progress,
plays the result and saves it to output/audio/<character>/. The canvas
is never touched. A line card's retake button adds [take:N] to that
line so only it is regenerated; "New take of all" changes the seed.
Cancel deletes a queued job or interrupts it by prompt id when running
(checked against /queue, since the start event can arrive first).
Events that arrive before /prompt answers are buffered and replayed.
Language/speed start from the character's `defaults` and can be saved
back (read-modify-write, unknown fields kept). Needs Anomalous_TTS
interface 11; older versions get a hint and keep push-to-node.
The Arona multi-voice template read a file only one machine has; the
button, route, helper (alignedVoiceValue) and strings are removed.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Conflicts:
- api/__init__.py, web/styles.css: keep audio routes/styles and add the
version manager.
- README.md, CHANGELOG.md: take main's released text; this branch's
0922b27 was an earlier alignment of the same v1.57 notes.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeQEub5
- api/version_manager.py: installed version (local only), published
releases on request (GitHub API, git tag fallback), switch to a
published tag, return to the default branch (fast-forward only), undo
the last switch; refuses to overwrite modified tracked files
- header version chip and "Version & updates" panel; nothing goes online
until "Check for updates" is clicked; restart via ComfyUI Manager
- zh/en strings, styles, architecture notes
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeQEub5
