escapeHtml now escapes & < > " ' (shared web/js/html-escape.js, loaded by
admin, gallery and metadata pages) instead of the textContent/innerHTML
round-trip that left quotes intact, so a tag, category, checkpoint or file
name containing a quote can no longer break out of a data-*, value or title
attribute.
Inline onclick handlers that interpolated server data now carry data-action
and data-* attributes and are dispatched through one delegated listener per
page (web/js/data-actions.js); the img onerror fallback uses
data-fallback-src with a capturing error listener. Every remaining template
value written into an attribute or text node (prompts, checkpoints, file
paths, log lines, directory names, categories, suggestions) is escaped.
metadata.html no longer builds an "explorer /select" shell command from the
file name (Electron-only branch); the path is copied to the clipboard.
* chore: start 3.2.4
* feat: track prompt usage (run_count, last_used_at) with server-side sorting
- Migration adds last_used_at and run_count; existing prompts are estimated
from linked images (count, newest image time, else created_at). The
backfill only touches NULL rows, so it self-heals rows written after a
downgrade or an interrupted upgrade.
- Every node run records a use, including re-runs of an existing prompt;
a tracking failure is logged and never blocks generation.
- search_prompts/get_recent_prompts accept a whitelisted sort key
(last_used, created, run_count, rating, text); default stays newest first.
Refs #90
* feat: sort param on /recent and /search; microsecond last_used_at
- /prompt_manager/recent and /search accept ?sort= (whitelisted in the DB
layer; unknown values fall back to newest first).
- last_used_at is written with microseconds from Python so a re-run in the
same millisecond as another save still sorts first; ordering stays correct
against millisecond values from the backfill.
Refs #90
* feat: server-side sort in admin UI with Recently Used / Most Used and run badges
- New web/js/prompt-list-sort.js owns the sort options, validation and
request URLs; admin.js fills the dropdown from it and re-fetches from the
server on change, so every sort spans all pages (the old client-side sort
only reordered the current page).
- Default sort is Recently Used; prompt cards show a run-count badge with
the last-used time on hover.
- The node's Recent button now lists recently used prompts.
- Contract test keeps the UI sort keys and the node's key in sync with the
server whitelist.
Refs #90
* fix: link images and count runs by the positive prompt, not node execution
With a negative-prompt PromptManager node in the workflow, every executed
PromptManager node pushed onto the image-linking queue, so images could be
linked to the negative prompt or to a previous run. ComfyUI also skips
unchanged nodes, so re-runs of the same prompt were never counted.
- utils/prompt_graph.py finds the PromptManager nodes feeding a sampler's
positive input (KSampler, CFG/Basic guiders, ControlNet and combine
pass-throughs, PromptManagerText into encoders), falling back to all
PromptManager nodes when none can be traced.
- Runs are counted by a ComfyUI on-prompt hook when a workflow is queued;
prompts not yet saved are counted when the node first saves them.
- Nodes receive the queued graph (hidden PROMPT/UNIQUE_ID). Only the run's
positive prompt becomes the current prompt; only batch items with linked
text are pushed onto the FIFO queue.
- The image monitor links from the image's own metadata first, using the
positive node, and falls back to the queue for batch items.
Refs #90
* fix: address review — count cached runs of linked text, keep repeated pending runs
- Text from known pure string nodes (core PrimitiveString/StringConcatenate,
WAS Text Concatenate/Multiline, pysssss ShowText) is resolved at queue
time, so cached re-runs of such prompts are counted and their images link
from metadata. Unknown nodes are never guessed; the node compares its real
text with the queue-time resolution and falls back to counting and
queueing itself on any mismatch.
- A new prompt queued several times before its first run keeps every
pending run; the first save records all of them.
- Registration flag is a threading.Event; consistent unittest imports;
logging instead of print in the init fallback.
* refactor: unquote PendingFirstUse annotation so Tuple usage is visible
* fix: release 3.2.3 — metadata parsing, null-safe saves, auto-hide, tag search
- fix(#75): stop SaveImage patch from writing the last-run prompt into every
PromptManager node (negative prompts were saved as copies of the positive)
- fix(#75): replace four duplicated metadata parsers with a shared
web/js/comfy-metadata.js that traces sampler links (KSampler, CFGGuider /
SamplerCustomAdvanced, LoRA chains, ControlNet pass-through, any checkpoint
loader) and recovers per-node text for images saved by older versions
- fix(#143): treat null JSON body fields as empty in prompt API handlers
- fix(#149): keep auto-hide timeout 0 (disabled) instead of falling back to
the default; validate result_timeout on save
- feat(#150): support tag:name filters in the node search box
- docs(#142): scan dialog mentions A1111/Forge metadata support
- docs(#144): fix ComfyUI-Lora-Manager links
- ci: run JS tests with node --test
* fix: bound metadata graph traversal to prevent tab freeze on crafted PNGs
Link resolution tried every linked input recursively with only a depth cap,
so a PNG whose prompt graph has cycles and fan-out could force ~inputs^25
paths and hang the gallery/metadata page. Each lookup now shares a visited
set (each node expanded once) with a hard cap of 500 visits.
* fix: read the matching output of multi-output settings nodes
KSampler settings linked to a node like SamplerCombo all resolved to its
first value, so steps, cfg and sampler showed the sampler name. Scalar
resolution now prefers the linked node's input with the same field name.
* fix: address review — trust API text, restore workflow-only parsing
- Workflow widget text now only replaces API text for metadata showing the
pre-3.2.3 corruption signature (2+ PromptManager nodes with identical API
text but different widgets). Otherwise the API graph wins, so expanded
dynamic prompts and linked text display what actually ran.
- Images with only a UI workflow are converted to the API graph shape and
traced the same way: prompts, KSamplerAdvanced, UNET/checkpoint loaders,
KJNodes Set/Get, Reroute, bypassed and muted nodes.
* feat: add LoRA utility module for LoraManager integration (#52)
Detection, metadata reading, trigger word cache, and prompt injection
for ComfyUI-Lora-Manager. All functions return empty results when
LoraManager is not installed.
* feat: add IntegrationConfig for opt-in third-party integrations (#52)
* feat(api): add LoraManager integration endpoints (#52)
Detection, enable/disable, scan/import, trigger word lookup,
and cache refresh endpoints under /prompt_manager/lora/*.
* feat: inject LoRA trigger words into prompts at encoding time (#52)
When enabled, scans for <lora:NAME:WEIGHT> tags in prompt text and
appends trigger words from LoraManager metadata. Behind config toggle.
* feat(ui): add LoraManager integration settings and import UI (#52)
Integrations section in settings with auto-detection badge, enable
toggle, trigger word toggle, and Import LoRA Data button.
* fix: detect LoraManager with case-insensitive directory scan (#52)
* fix: simplify LoraManager heuristic to match real install structure (#52)
* fix: find ComfyUI root via folder_paths and handle symlinked installs (#52)
* fix(ui): add pointer-events-none to toggle switch overlays (#52)
The styled div was intercepting clicks meant for the sr-only checkbox
input, preventing toggle switches from being clickable.
* fix: use lora-manager category and tag for imported LoRA data (#52)
* fix: use rglob to find metadata in lora subdirectories (#52)
* feat: discover LoRA dirs from extra_model_paths.yaml and folder_paths (#52)
Only models/loras under the ComfyUI root was checked. Now also parses
extra_model_paths.yaml and uses folder_paths.get_folder_paths('loras')
at runtime to find all configured LoRA directories.
* fix: use example prompts instead of trigger words, serve LoRA preview images (#52)
- Prompt text now uses civitai example prompts (images[].meta.prompt)
when available, falling back to model name instead of trigger words
- Image serving now allows paths within LoRA directories when the
integration is enabled, fixing 403 errors on preview images
* fix: handle null civitai field, link all preview images (#52)
- Guard against civitai: null in metadata (was crashing the scan)
- Link all local preview images per LoRA, not just the first
- Add get_civitai_image_urls() for future remote image support
* feat: reimport clears previous lora-manager data first (#52)
Clicking Import LoRA Data now deletes all existing lora-manager
category prompts before scanning, ensuring a clean reimport.
* feat: download civitai example images during LoRA import (#52)
Images from civitai.images[] are downloaded to data/lora_images/ cache
and linked to prompts alongside local preview files. Cached files are
reused on reimport. Image serving allows the cache directory.
* feat: add CivitAI API key setting for authenticated image downloads (#52)
Most civitai example images (especially NSFW) require authentication.
Adds API key field to the Integrations settings panel, passed as
Bearer token when downloading example images.
* feat(ui): add progress modal for LoRA import (#52)
Closes settings modal and shows a dedicated progress modal with
progress bar, status text, and processed/imported counts during
LoRA import. Auto-closes after completion.
* fix: reduce download timeout to 5s, update progress per LoRA (#52)
5K images at 15s timeout was painfully slow. Reduced to 5s fail-fast.
Progress now updates for every LoRA with image count, not every 5th.
* perf: use 512px thumbnails and parallel downloads for LoRA images (#52)
Full-size civitai images averaged 5.6MB each (27GB total for 5K images).
Now requests /width=512/ thumbnails (~50-100KB) and downloads 8 in
parallel per LoRA. Expected speedup: ~100x smaller + 8x parallel.
* fix: resize downloaded images to 512px thumbnails locally (#52)
Civitai CDN returns 401 for /width=N/ thumbnail URLs with API key auth.
Instead, download the original and resize to 512px via PIL before saving.
Reduces disk usage from ~5MB to ~30-50KB per image.
* docs: update README for v3.2.1 LoRA Manager integration (#52)
- Add LoRA Manager integration section with setup guide and CivitAI key docs
- Add folder filter section with rescan note for existing libraries
- Add v3.2.1 changelog entry, split from v3.2.0
- Add WIP notice for LoRA Manager feature
- Update AutoTag section to include WD14 models
- Fix stale references (KikoTextEncode, outdated file structure)
- Remove dated v2 development note
- Add screenshots for settings, integration, and filtered results
- Fix code review items: remove unused constant, add comments to empty excepts
- Bump version to 3.2.1
* test: add unit tests for LoRA integration and folder filter (#52)
- test_lora_utils.py: 32 tests covering trigger word extraction, example
prompts, image URLs, metadata parsing, cache dir, TriggerWordCache
- test_lora_database.py: 17 tests covering delete_prompts_by_category,
folder filter search, get_prompt_subfolders, LoRA import workflow
- test_config.py: 7 new IntegrationConfig tests for structure, enable,
partial update, reset, and roundtrip
* fix: remove unused MagicMock import in test_lora_utils (#52)
* refactor(api): add multi-root output dir infrastructure (#126)
- Change _gallery_cache from None to {} (dict keyed by path string)
- Update invalidate_gallery_cache() to clear dict instead of setting None
- Add _get_all_output_dirs() helper as single source of truth for
resolving configured + fallback output directories
- Update _enrich_prompt_images() to iterate all output roots when
computing relative paths and thumbnail URLs
* feat(api): support multiple gallery scan paths in settings endpoint (#126)
* feat(ui): dynamic multi-path settings with add/remove buttons (#126)
* cleanup: remove dead galleryRootPath assignment in loadSettings
* feat(api): multi-directory gallery scan with subfolder filter and multi-root serve (#126)
* feat(db): add folder filter to search_prompts and get_prompt_subfolders (#126)
* feat(api): add subfolders endpoint and folder filter to prompt search (#126)
* feat(ui): add folder dropdown filter to search bar (#126)
* fix: escape LIKE wildcards in folder filter and remove dead _gallery_cache_time field
* feat(scan): scan all media types across all output dirs with batched extraction (#126)
* chore: gitignore SQLite WAL-mode temp files
* fix: enrich prompt images with URLs and check all output dirs for serving
- Extract _enrich_images() for flat image lists, used by get_prompt_images
- get_prompt_images now adds url/thumbnail_url (fixes stuck "Loading images...")
- serve_image checks all output dirs not just first (fixes 403 on multi-path)
- Fix diagnostics monitor check to read current module attribute, not stale import
* feat(ui): add version-scoped update notice popup for rescan (#126)
* chore: bump version to 3.2.0
Add two WD14 classifier models as alternatives to JoyCaption LLM taggers.
WD14 models are ~400MB ONNX classifiers that output Danbooru tags with
confidence scores — much faster inference, no prompt needed.
Backend:
- Add wd14-swinv2 and wd14-vit entries to MODELS dict
- Add check/download/load/generate methods for ONNX-based WD14 inference
- Add general_threshold and character_threshold params to generate_tags()
- Filter "prepend:*" tags from exclude prefixes and skip-tagged logic
Frontend:
- Add WD14 radio buttons with download status in both admin and gallery
- Toggle prompt textarea vs threshold sliders based on model selection
- Pass thresholds to API for batch and single-image tagging
- Extract _setModelStatus() helper using safe DOM methods
Dependencies: onnxruntime (optional, with clear error message)
The Python API only has static file routes for /prompt_manager/lib/
and /prompt_manager/js/ — no route exists for /css/. The theme CSS
was returning 404, causing all --pm-* variables to be undefined
(white/transparent rendering). Moved to lib/tailwind/ where the
existing route serves it correctly.
Replace 398KB Tailwind Play Mode runtime (not for production) with 37KB
pre-compiled CSS. Fix .gitignore so web/lib/ vendor files (Tailwind CSS,
ViewerJS) are tracked — fresh clones were completely broken without them.
- Add gitignore negation rules for web/lib/
- Compile Tailwind v3.4.17 CSS at dev time via standalone CLI
- Replace <script> tags with <link> in admin, gallery, metadata HTML
- Delete tailwind.js runtime (no longer needed)
- Add Makefile with css/css-watch/css-setup targets for devs
- Track ViewerJS vendor files (viewer.min.js, viewer.min.css)
Add ability to configure a custom image scan directory in Settings:
- New "Image Scan Directory" field in Settings modal
- "Currently Monitoring" display shows active directory path
- Settings API now returns/saves gallery_root_path and monitored_directories
- Image monitor checks GalleryConfig before auto-detecting
- Restart notification when gallery path changes
Closes#76
Change the saveNewPrompt() function to use /prompt_manager/save
instead of /prompt_manager/prompts which has no POST handler.
This was causing a 405 Method Not Allowed error when trying to
add new prompts from the admin interface.
Fixes#89
Resolve conflicts in py/api.py by keeping feature/button's thumbnail
path generation approach (using rel_path.with_suffix('') and string
formatting) which was tested and working correctly.
Vito Sansevero