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>
- Current node's model picker redrew the whole grid to mark the chosen card, so
choosing one further down scrolled back to the top. The cards are repainted in
place (paintCard) instead.
- The classic combo editor saved when its bilingual tags were shown and again for
each tag's translation as it arrived: a long prompt wrote the combo dozens of
times in a second (34 note_save entries in one user's log). Rendering no longer
saves and the translations share one save half a second after the last. Its
prompt placeholder moves into locales.js (no inline language branch).
- Activity values are capped at 400 characters from the start, so an edit late in
a long prompt logged identical before and after. A long before/after pair is now
cut around its first difference (test included).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
PUT /anomalous/import/upload and POST /anomalous/placement/move wrote
into the model folders for any caller, while place and identify already
answered only the computer ComfyUI runs on. With ComfyUI started with
--listen, another device could upload model files or move models
between folders. Both now check mcp_server._is_local first and answer
403 not_local, which the import and Tidy screens already show.
Tests drive both routes through a proxy header and check nothing was
written or moved; they fail without the check. Full suite: structure
check, every tests/*.mjs and 234 Python tests pass.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018P2T2R7TFbJsc3C9maCD8B
Brings stage 1 into stage 2: the gallery drag fix and the change that
follows Anomalous_TTS interface 13 (no server path picker, no storage
change or move, folders shown with the node's settings file).
Conflicts: the picker CSS, the storage-change activity label and its
locale keys are dropped; stage 2's model download and backup entries stay.
tests/tts_setup_api.mjs now checks the pretrained download route instead
of the removed storage and library routes, and that no export sends a
path on the computer.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018P2T2R7TFbJsc3C9maCD8B
Anomalous_TTS no longer takes a folder or file path on this computer from
a request (ComfyUI-Manager review of the node): the storage place, other
character folders and pretrained sources are set only in its settings
file, and imported files are always uploaded.
- GPT-SoVITS settings shows the storage place, other places and package
sources without change, move or remove buttons, and names the node's
settings file (status.settings_file) with a copy button and how to edit it.
- The import window drops "from this computer": no server path picker
(ui_tts_path_picker.js is gone), no local folder scan or local clip
preview; a very large upload is confirmed instead.
- tts_setup_api.js loses the removed routes; formatSize moves there.
- The storage-change activity entry, unused locale keys and picker CSS go.
Verified: tools/check_structure.mjs; tts_setup_api in Node with fetch
stubbed; the settings card, batch hero, add menu, file sources and player
rendered with jsdom and stubbed ComfyUI scripts. Not run in ComfyUI.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018P2T2R7TFbJsc3C9maCD8B
- The models page has tabs: All models, Tidy (with its count) and Sources;
the type bar keeps the type chips and Import.
- Base model chips under the type chips (All, Illustrious, SDXL, Unknown...),
one per family the listed models have (model_bases.js; SDXL 1.0 = SDXL);
models not scanned are listed by their header's guess (metadata base_guess).
- Tidy is cards with the model's cover and name in two steps: models in a
folder whose loader cannot read them (from -> to, one plain reason, Move
there, Change place), and identical files side by side with the copy to
keep marked (the one in the right folder; click another to change) and one
button for the extra copies. Models that load anyway and extra copies of a
well-placed file are not in step 1. Same-size files up to 256 MB are
compared at once; larger ones on Compare.
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>
Settings -> Translation -> DeepL key saves the user's own DeepL API key;
translation then asks DeepL first, else Google's free endpoint, else
MyMemory. Saving a key translates one sentence and says whether it works or
why not (a refused key, a used-up month, busy). Only the key's tag changes,
so the page keeps its scroll place. The key stays on this computer: backups
leave it out like the Civitai key.
DeepL stopped taking the key as an auth_key parameter in 2025, so a key put
in config.json by hand no longer worked. It now goes in the Authorization
header with a JSON body; targets are ZH-HANS and EN-US. When DeepL fails,
the answer carries deepl_error beside the other provider's translation.
Checked live: a made-up key is refused by DeepL's server and the dialog
says so; removing it switches back to Google.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The import dialog said "with 1 picture" for a package with a cover and one
model thumbnail: the cover lives inside recipe.json as a small image, not as
an asset file. Inspect now returns has_cover and model_pictures, and the
dialog says "a cover, N model thumbnails".
The save dialog's cover preview stretched the chosen image to the dialog's
width; it now keeps its proportions (object-fit: contain).
Checked live: a recipe with an output-image cover and a LoRA thumbnail,
exported and imported with the output image moved away, shows both on the
new card and its detail.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
By the user's decision, recipe packages are open again: the card's
export button and the detail's More menu make a .zip named after the
recipe (workflow, notes, tags, parameters, cover, model thumbnails;
versions only when ticked). Dropping one into the Workflows page's
share and import dialog inspects it and keeps it as a new recipe card,
optionally opened on the canvas.
An import never replaces a recipe any more: the "replace" path, which
erased the old recipe for good, is gone; a taken name gets " (2)".
Assets and versions move in before the recipe file, and a failure
removes only this import's new folders. The release gates and their
503 answers are removed. Tests: new card and renaming, nothing left
after a failed import, tampered and escaping packages refused.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A backup now keeps each model's scan file (.info, small; on by default)
so names, trigger words and base models survive Civitai removing a
model, and on request Civitai's covers (stored once as the civitai_bak
copy; they can be hundreds of MB). Putting back writes a scan file only
where the model has none (replaced only with "replace") and Civitai's
cover only where it has no cover, with its civitai_bak copy so it stays
Civitai's and a later user cover still wins.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A backup also keeps a model list (each model's folder, path, size,
SHA-256 and link). Inspecting it names the models this computer lacks
(two copies of one file are one download); "Find downloads..." looks
them up like Model Check (Civitai by hash, the saved link, Hugging
Face), shows size, source and free space, and downloads the ticked ones
one after another into the path they had, each checked against its hash
and scanned after. A file found by name only starts unticked. Verified
on the isolated ComfyUI: an 18 MB Civitai LoRA came back to its folder.
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>
A combo can now hold its own node structure: pick nodes on the canvas and
New -> From the nodes picked on the canvas keeps the model nodes (a
drop-down of model files) and the text nodes (a multiline text box by the
node's definition) with the links between them; other picked nodes and
links to them are left out, their ports stay open on the canvas.
Slots are per box, so a node with several model drop-downs has several; a
box fed by a link is no slot. Each model slot's folder is the one whose
files hold all its drop-down's model-file options (ComfyUI's /models
lists), never guessed from names. Every other box is stored by name and
put back untouched, in order (a count box adds its rows first).
The save dialog shows what is kept and dropped and lets slots be renamed
or unticked. The editor lists the slots: a picker of that folder's models
with covers, filtered by base model, and text boxes. Put on canvas makes
the nodes (missing node types and their packs are named before anything
is placed), fills the slots by name, links by port name and type, as one
Ctrl+Z step; a box or link that cannot be restored is reported, never
guessed. New -> Same structure as ... starts another combo from a saved
structure. The default combo is unchanged. MCP list_combos lists node
combos by slot and place_combo places them.
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>
Models not on Civitai (Flux's VAE, T5 / CLIP text encoders, upscalers,
ControlNets...) are looked up by file name in the model-list.json of the
ComfyUI-Manager installed here (api/manager_catalog.py), keeping entries
that fit the node's folder type. With the workflow's fingerprint only the
listed file with that SHA-256 counts (same-name entries are each asked);
without one, a single entry is offered as "Download by name" with a
warning, never in Download all or the MCP's download_missing_models.
A site that stops answering is skipped for the rest of a lookup while the
others are still asked, so Civitai failing in mainland China no longer
stops Hugging Face through its mirror. GitHub raw file links count as
sources; a Hugging Face file behind a login offers its repository page.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Three MCP tools: download_missing_models (Model Check's Download all for
the open workflow, through the page so the placement rules and the put-in
afterwards are the UI's own), download_model (one model from a Civitai
version link, a Hugging Face / GitHub file link or a Civitai hash, into a
folder of its type) and download_status. The default models folder of a
type is shared by the dialog and the tools.
A Civitai version link without a matching file name now takes the
version's primary model file (people rename their files); a hash, when
there is one, still decides.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Settings > Model downloads can send Hugging Face downloads through
hf-mirror.com, on by default for the Chinese interface. The lookup and the
download use the chosen host whichever one the link names; when the mirror
sends a network outside China back to huggingface.co, the lookup follows
once for the size and SHA-256. A failed download from Hugging Face itself
suggests the mirror.
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>
A model-only LoRA loader was used for every UNet workflow, so a LoRA with text-encoder
weights lost them; and inserting after a checkpoint whose CLIP feeds both prompts was
refused (one link per output only).
- api/mcp_actions.py reads the LoRA's safetensors header: lora_te / te1 / te2 /
text_encoder keys mean it trains the text encoder.
- Such a LoRA becomes a LoraLoader taking MODEL from the model line's end and CLIP from
the same node (checkpoint, full LoRA loader) or a UNet workflow's one CLIP source;
others stay model-only.
- graph_splice.js: spliceAfterOutputs puts a node after outputs on different nodes and
moves every link each output had. The picker's spliceModelChainNode is back to its
committed behavior (the `types` option is gone).
Verified on 8199: UNet + CLIP loader with a text-encoder LoRA, a model-only one after it
and another text-encoder one; a checkpoint feeding two prompts; Ctrl+Z after each.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The second batch of MCP tools: they change things, through the same code the UI uses.
- Canvas, done by the open ComfyUI page: describe_canvas, set_prompt, set_model,
add_lora, place_combo, check_workflow_models, fix_workflow_models, run_workflow,
open_in_anomalous. api/mcp_bridge.py sends the action over ComfyUI's websocket and
waits; web/modules/mcp_bridge.js claims it (visible tab first), does it with
Anomalous's canvas code and answers. Each change is one Ctrl+Z step, shows a toast and
is logged as the AI's (activity entries carry via: "mcp", with their undo).
- This server: scan_models (new / look up again / picked models, via /anomalous/scan_all),
list_voices and speak (Anomalous TTS through /prompt and /history).
- graph_splice.js takes the chain's slot types, so a LoRA can go into a model-only (UNet,
Flux) chain as LoraLoaderModelOnly; the default (MODEL and CLIP) is unchanged.
- Nothing deletes or renames files; acting tools are not marked read-only, so AI apps
ask before calling them.
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>
Tag meanings are brighter and slightly larger, and the top bar picks
their language (Simplified/Traditional Chinese, Japanese, Korean,
Russian, Spanish, French, German, Portuguese, or none) for every
interface language; the old Chinese switch carries over. Typed text in
any language that is not plain English is translated to English, and
translating a box's foreign tags drops one whose English is already
there. The backend skips DeepL for targets it does not take instead of
falling back to English, and lets MyMemory detect other sources.
Unused prompt helpers in translation_service.js are removed.
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>
model_resolution imported calculate_sha256 and the header inference from
scraper.py, which only works when the plugin folder is on sys.path (the
tests); inside ComfyUI the import failed, so a renamed model the scan had
not hashed was reported missing and the route answered 500. Both
functions now live in model_identity.py, which the API and the scanner
already share; scraper.py keeps its printing wrapper.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
For a workflow without fingerprints, a missing ordinary model took the
local same-name file's hash as its evidence, so it showed as "the same
file under another name" and counted among those put in at once. Only the
workflow's own record is evidence now; the one same-name file the node can
load is a candidate, and a size candidate with the same name is shown as
likely, first. Foundation components still go by fingerprint only. Model
Check also reads GGUF values and resolves upscale models.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Models page, the folder counts, search and lookups only matched
.safetensors, .ckpt and .pt in lower case, so quantized GGUF models and
most upscalers never showed. One list, MODEL_EXTENSIONS, and
is_model_file() now decide what a model file is 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 lead says what a scan does (the file's fingerprint looked up on
Civitai). "Not found" lists the usual reasons (not published on Civitai,
as voice and upscale models mostly are; trained or merged; changed after
download) and that the model works as usual. A not-found model that is no
known image model says it may be a voice or upscale model.
The summary also lists model files in other formats (.pth, .ckpt, .bin...),
which scans never read, outside hidden folders; the page shows them under
"Other formats" with why, only when there are some.
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>
A model's information now has three layers, the user's first:
<model>.anomalous.json (written only by the model editor), the scan result
(<model>.info, or another tool's .civitai.info with Civitai ids; id -1 =
inferred from the file) and the file itself. get_metadata reads the user
layer last, so it wins (an emptied field stays empty), and reports
info_source (civitai / local / "") and user_fields. Edits saved by earlier
versions in .civitai.info keep working.
- The editor writes .anomalous.json (atomically) instead of mixing edits
into .civitai.info, which other tools rewrite.
- scan_info_path: a .civitai.info holding only old edits is not a scan
result. Editing a never-scanned model used to make scans skip it for good.
- Covers: a cover is Civitai's only while byte-identical to
<model>.civitai_bak.*; any other cover is the user's and is never
replaced. "Fetch again" updates only Civitai's own cover, keeps names,
notes and covers, and asks before starting.
- A scan no longer downloads covers and model pages again for models whose
information is already on disk (it did for every model, every scan).
- The earlier "keep the editor's name" change in the scraper is reverted:
editor names never lived in .info; the CHANGELOG entry is corrected.
- .anomalous.json moves and goes to the Recycle Bin with its model.
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>
In a narrow or docked window the open list now sits against the rail over a
dimmed page, and closes when a folder or character is picked, when the dimmed
page is pressed (that press does not reach the cards) or on Esc. Wide windows
are unchanged.
The activity log also drops its oldest entries past 2 MB, so long canvas
entries cannot outgrow the JSON writer's limit and stop the log.
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>
From an outside audit:
- The scan wizard's offline mode still sent the greyed-out rename and
overwrite options, and scraper.py fetched Civitai model pages and preview
media for models whose .info held a Civitai id. Offline now implies no
media and no model page; the folder scan and scan_all refuse a missing or
non-object body instead of defaulting to an online scan.
- The Prompt Workshop's snap dock referenced leftSearch from the source deck
module (ReferenceError on click); the deck now exposes focusSearch().
- translate, delete_model, delete_gallery_image and the image-material
routes answer malformed bodies with 400 instead of 500.
- Removed six unused imports in ui_doctor.js and 16 duplicate locale keys
per language (the later, effective entry is kept, so nothing changes on
screen).
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>
