With the list a drawer over the task, Esc closed the whole window while the
drawer was open. It now closes the drawer, and the window on the next press.
The task's back button left the Esc list: from the task it would only reopen
the drawer, and Esc could never reach the window.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
AMB only uses: training goes to its own plugin. This takes back the
record of what works (api/ai_evidence.py), the training network and
rounds (api/ai_training.py, ui_ai_network*.js, the round form), the
Gates' record switch, the ways' order by record and the external_skill
field of log_outside that only fed the record.
Kept, as part of using AMB:
- the user's word under a finished run, now only told to the AI
(ai_run_control.set_verdict, ui_ai_verdict.js);
- the Gates' "Custom nodes: only the ways'" rule;
- a picks block left to the AI takes its recommended picture.
Reverts 73518dc, 67bf5b2, 6647b05 and 49d05cf, then puts those three
back with tests in test_ai_run_watch, test_ai_gates and test_ai_panels.
Full suite and structure check pass.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The side switch's training network now opens over the whole AI
workbench: numbers on top, a filter by kind, a graph or a table with a
cell per pair, and a detail column listing each run of a pair (model,
AI app, judgement, pictures, task), a base model's models and the
training rounds. New GET /anomalous/ai_training/runs; the network data
adds each model's runs and the rounds.
Not yet verified in the browser: Esc after routing it through the
browser's back buttons. Full test run pending.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- A stop button on a running run (timeline, and beside the run-status button), and stop_run for
the AI: only this run's prompts leave the queue or are interrupted; the step ends "cancelled"
and a user's stop reaches the AI as a "stop" message (ai_run_control.py).
- The run's progress carries ComfyUI's console since it began (the bar's note, models loading),
time left and per step, and VRAM; once queued, each sampler's working size is estimated from
the prompt, with warnings for an upscaled picture sampled again, a size past the card and a
huge decode, for the user and in the AI's run news (ai_run_watch.py, ui_ai_run_live.js).
- The materials picker opens as a side panel that leaves the page usable (the full-screen
browser makes room), expands to the large window and back, and remembers the choice.
- Esc closes the run-status card only (data-anomalous-escape).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A new rail page keeps each MCP call as a step of a task (api/ai_tasks.py,
one file per task in the user folder, the newest 300): named by the AI
with the new begin_task tool, else one app's calls without a long pause.
A step keeps what it did and what it made (models, the combo, the canvas
change by its activity entry, the pictures a run made, watched in the
history until it ends, spoken audio, scans); the new report tool leaves
the AI's notes and pictures it made another way. The page shows the tasks
and one task's results strip and timeline with links (picture viewer,
model page, combo, find or undo on the canvas, audio), updates live, and
gives the rail a dot while you are elsewhere; Home lists the last tasks.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The side panel follows what is picked: the whole script, one character in
it (its language, speed and mode for this script), or the picked lines (who
reads them, and their own values, each following the character until set).
A line set for itself carries a tag on its card. The values reach
Anomalous_TTS interface 17 as [lang:…][speed:…][preset:…] on each line;
an older node reads the whole script as before. Clicking a character in the
cast now shows it instead of giving it the picked lines.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Pick lines on Voice-over (click; Ctrl / Cmd adds, Shift a run; Esc lets
go) and click a character in the list on the left to have it read them;
with none picked, the click changes who reads by default. On Voice-over
the list is the cast: narrower, characters with their colours, and a
click never leaves the page. Cards show who reads each line in its
colour, with that character's emotions; the bundle carries [name] where
the speaker changes, so generating, the cards' listen button, pushing,
dragging and copying follow it, and a file voiced again from the audio
gallery keeps its speakers. The character cards' Voice-over button is
gone. The workflow actions move to ui_script_workflow.js and the cast
helpers to ui_script_cast.js, keeping the director under 600 lines.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The Outputs window (showGeneratedGallery) sits inside the browser with only an id, so the Esc
rule did not see it as a layer: Esc pressed the details' back button and left the window open
over the list. Esc now hides it, as its close button does.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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>
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>
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>
The rail's Prompts entry used to fold the browser away and open Prompt
Studio in a drawer by the canvas, the one page that left the window. It is
now the browser's Prompts page (owner.promptPanel): the rail, the 7 key,
opening the browser with a text node selected, Current node's "Edit in
Prompt Studio" and a kept prompt all go there, and reopening the browser
returns to it. "Beside the canvas" on the page moves the studio into the
drawer as before (side and width remembered, browser folded away); the
drawer has "Back to the window" and Close.
Only one studio is shown at a time. The page's studio stops when another
page is shown, a workspace opens or the browser closes (its 400 ms poll
with it) and is made again when the page is shown; closing a workspace
opened from the Prompts page returns to it.
Checked live on a test ComfyUI: a CLIP Text Encode opens the page aimed at
it; docking, Back to the window and Close; 3 then 7; Workflows opened and
closed from the page; reopening the browser.
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>
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>
The Script Director was a drawer behind one of four equal buttons on
Voices, over the character cards, and its name did not say what it does.
It is now Voice-over (配音), a rail page between Voices and Audio
(ui_script_page.js mounts the director); each character card has a
Voice-over button that opens it with that character chosen, and Home's
"Give a character a voice" goes there. Generate is the main button;
pushing, dragging and copying sit under "Into your own workflow", and a
push or drop is one Ctrl+Z step. Plainer words throughout; the Voices
page keeps import, refresh and search.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The rail keeps scan, Model Doctor and Current node (ui_rail_tools.js,
which replaces ui_toolbox.js). The tools the toolbox held now sit where
their things are:
- Workflow share codes (AMB0/AMB1 import / export): the Workflows page's
top bar, in place of the disabled "import" button.
- Prompt Studio and Prompt Notes: the Material Library's top bar.
- Model Sources: the end of the type chips on Models (library) and
"where to download" in Model Doctor (the open workflow).
Removed with it: the toolbox popover, its tool catalog and custom-item
hook (no plugin used it), the generic tool dispatch (Home opens the doctor
directly), the tour step, its styles and the toolbox and old "planned
tools" strings. The scan button's tooltip no longer says "wizard".
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>
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 browser now navigates from one narrow icon rail on the left: Home, Models,
Gallery, Workflows, Materials, then Voices and Audio, then scan, Model Doctor,
Node Assistant and the toolbox, with settings at the bottom. It replaces the
header tabs, the image/audio toggle and the tool bar under the folder list, so
the list column holds only a list and can close without hiding a command.
- ui_shell_rail.js builds the rail; ui_shell_nav.js owns goTo(page), which page
has a list and whether it is open (remembered per page; below 760 px it starts
closed and overlays), the page title in the header and the page reopened next
time. Clicking the current page's icon toggles its list (from a model's detail
it returns to the grid).
- ui_home.js: task cards and first steps; the first open lands there.
- Window drag/resize moved to ui_shell_frame.js and scan polling to
ui_scan_watch.js; ui_sidebar.js goes from 864 to 464 lines.
- Workspaces (recipes, notes, materials) keep the rail visible; the list steps
aside while one is open.
- Removed what the rail replaced: sidebar_actions.js (bottom-bar hover labels and
tooltip bubble), the domain toggle button, their CSS and unused text keys.
- Spotlight tour: the rail step replaces the header-tabs step, cards open to the
right of rail items, and the audio tour points at the rail's Audio entry.
- Decision record AD-017; architecture map, frontend and update-guide docs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
- The recipe / notes / material workspace (nbPanel) starts below the 48px
header instead of covering it, so Models / Gallery / Workflows stay
clickable while it is open.
- Esc closes that workspace like a click beside it, unless one of this
plugin's dialogs or a ComfyUI dialog is above it or a text field has focus.
- Closing the Prompt Translator shows the browser again when opening it had
folded the browser away (not after sending text on to the studio).
Found in a browser audit; checked in an isolated ComfyUI.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ComfyUI-F5-TTS resolves {happy} to <sample stem>.happy.wav beside the selected
sample, so `Arona_happy.wav` + `{Arona_happy}` could never run. Voices now use
Character.wav (main, {main}) and Character.<emotion>.wav ({emotion}); the
catalog groups a main voice with its variants and marks tags that F5-TTS
cannot resolve (missing main, missing .txt, different format).
- script director: one character per script, untagged lines pinned to {main},
pushes sample (main voice, node's own combo spelling) and speech together,
confirms before overwriting and re-checks the node after the dialog
- pure rules (splitting, composing, planning, combo spelling) in audio_script.js
- one module instance per file: drop ?v= imports that duplicated
ui_audio_gallery/ui_audio_studio state, so studio playback stops the gallery
- all user/file-derived text goes through textContent (no innerHTML)
- studio/sidebar/gallery renders ignore stale responses; errors are shown
- gallery: count badge no longer overwrites the title, paging via "load more",
deletion errors surfaced, timeupdate instead of a 100ms timer
- sidebar: filter selection updates in place instead of refetching; the header
tabs, sidebar and domain switch share browser.switchAudioTab
- uploader: createViewScope lifecycle (Esc/overlay/close release listeners and
object URLs, Esc no longer reaches the parent), 409 -> confirm -> overwrite,
sends the pre-romanization text as original_text, no hard-coded character
- workflow template: confirm before replacing the canvas, clear message when
the template file is missing, align sample paths to the node's combo values
- static styles moved from inline JS into 11-audio-studio.css; strings localized
Verified: tests/audio_script_rules.mjs, tests/test_audio_catalog.py (15), a
jsdom walkthrough of studio/gallery/director/uploader with a stubbed app
(outside the repo), JS syntax and import/export link check. Not yet checked in
a live ComfyUI session.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01W411Z69FC3em9CzpeqEub5
