[release] Bump to version 59.4

- Fix bug in fetching expansions for board games - Board games should have genres extracted from family data
[boardgames] Fix getting BGG id
2026-07-04 11:53:28 -04:00 · 2026-07-04 11:53:05 -04:00 · 2026-07-04 11:41:49 -04:00 · 2026-07-04 11:41:24 -04:00 · 2026-07-04 11:32:17 -04:00 · 2026-07-04 11:28:41 -04:00
76 changed files with 4115 additions and 604 deletions
--- a/.gitea/workflows/build.yml
+++ b/.gitea/workflows/build.yml
@ -1,68 +0,0 @@
-name: build
-
-on:
-  push:
-    branches: ["**"]
-  pull_request:
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-    env:
-      VROBBLER_DATABASE_URL: sqlite:///test.db
-      VROBBLER_USDA_API_KEY: ${{ vars.VROBBLER_USDA_API_KEY }}
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v4
-
-      - name: Setup Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      - name: Cache pip/poetry
-        uses: actions/cache@v4
-        with:
-          path: |
-            ~/.cache/pip
-            ~/.cache/pypoetry
-          key: ${{ runner.os }}-py311-${{ hashFiles('**/poetry.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-py311-
-
-      - name: Install Poetry
-        run: |
-          python -m pip install --upgrade pip
-          pip install poetry
-
-      - name: Install deps
-        run: |
-          cp vrobbler.conf.test vrobbler.conf
-          poetry install --with test
-
-      - name: Pytest with coverage
-        run: |
-          poetry run pytest -n 5 --cov-report term:skip-covered --cov=vrobbler tests
-
-      - name: Notify success (ntfy)
-        if: success()
-        run: |
-          curl -fsS \
-            -H "Title: vrobbler CI success" \
-            -H "Priority: low" \
-            -H "Tags: success,vrobbler" \
-            -H "Actions: view, Changes, ${{ gitea.server_url }}/${{ gitea.repository }}/commit/${{ gitea.sha }}; view, Build, ${{ gitea.server_url }}/${{ gitea.repository }}/actions/runs/${{ gitea.run_id }}" \
-            -d "✅ Build succeeded: ${{ gitea.repository }} @ ${{ gitea.sha }}" \
-            https://ntfy.unbl.ink/drone
-
-      - name: Notify failure (ntfy)
-        if: failure()
-        run: |
-          curl -fsS \
-            -H "Title: vrobbler CI failure" \
-            -H "Priority: high" \
-            -H "Tags: failure,vrobbler" \
-            -H "Actions: view, Changes, ${{ gitea.server_url }}/${{ gitea.repository }}/commit/${{ gitea.sha }}; view, Build, ${{ gitea.server_url }}/${{ gitea.repository }}/actions/runs/${{ gitea.run_id }}" \
-            -d "❌ Build failed: ${{ gitea.repository }} @ ${{ gitea.sha }}" \
-            https://ntfy.unbl.ink/drone
--- a/.gitea/workflows/deploy.yml
+++ b/.gitea/workflows/deploy.yml
@ -1,8 +1,14 @@
-name: deploy
+name: ci

 on:
  push:
+    branches: ["**"]
    tags: ["*"]
+  pull_request:
+
+concurrency:
+  group: ${{ gitea.workflow }}
+  cancel-in-progress: false

 jobs:
  test:
@ -68,6 +74,7 @@ jobs:

  build-and-deploy:
    needs: [test]
+    if: startsWith(gitea.ref, 'refs/tags/')
    runs-on: ubuntu-latest

    steps:
--- a/PROJECT.org
+++ b/PROJECT.org
@ -88,7 +88,8 @@ fetching and simple saving.
 *** Metadata sources
 **** Scraper

-* Backlog [0/22] :vrobbler:project:personal:
+* Backlog [0/24] :vrobbler:project:personal:
+** TODO [#C] After transition to linux add curl_cffi as webpage scrapper again :webpages:metadata:
 ** TODO [#C] Create small utility to clean up tracks scrobbled with wonky playback times :bug:music:scrobbles:
 :PROPERTIES:
 :ID:       702462cf-d54b-48c6-8a7c-78b8de751deb
@ -603,6 +604,192 @@ a helper method to create board game scrobbles given a json blob. It's
 independent of the email flow it was originally creatdd for

 ** TODO [#B] Is there way to create unique slugs for media instances :media_types:
+** TODO [#A] Update how board game scrobbles work :boardgames:
+
+*** Description
+
+When we scrobble a board game from a BGG URL, instead of going to the media
+detail page, we should go to the scrobble detail page, with the Edit Log form
+expanded by default.
+
+The Edit log form should have from top to bottom:
+
+  - Board/Variant (one or many BoardGameVariant in a multi-select widget)
+  - People (which should be similar to the Bird widget on BirdLocation and allow setting per user score, win true/false, rank, new true/false, seat_ordrer)
+  - Expansion ids (which should a multi-select widget of expansions for this game)
+  - Location (which should be a drop down of BoardGameLocations for this user)
+
+* Version 59.4 [2/2]
+** DONE Fix bug in fetching expansions for board games :boardgames:
+:PROPERTIES:
+:ID:       17995312-e76e-4a50-b591-0eab78cb59ab
+:END:
+
+#+begin_src python
+             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.11/site-packages/vrobbler/apps/boardgames/management/commands/fetch_expansions.py", line 60, in handle
+    fetch_and_link_expansions(game, expansions)
+  File "/usr/local/lib/python3.11/site-packages/vrobbler/apps/boardgames/utils.py", line 51, in fetch_and_link_expansions
+    expansion = BoardGame.find_or_create(str(exp_id))
+                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.11/site-packages/vrobbler/apps/boardgames/models.py", line 409, in find_or_create
+    bgg_data = lookup_boardgame_from_bgg(lookup_id=lookup_id)
+               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.11/site-packages/vrobbler/apps/boardgames/sources/bgg.py", line 15, in lookup_boardgame_from_bgg
+    game = bgg.game(game_id=lookup_id)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.11/site-packages/boardgamegeek/api.py", line 1045, in game
+    raise BGGApiError(msg)
+boardgamegeek.exceptions.BGGApiError: invalid data for game id: 242117
+#+end_src
+
+** DONE Board games should have genres extracted from family data :boardgames:metadata:
+:PROPERTIES:
+:ID:       7214b270-dccc-4b98-ac58-ff4f76c8cda9
+:END:
+
+
+* Version 59.3 [2/2]
+** DONE Exclude some board games from auto-expansion imports :boardgames:
+:PROPERTIES:
+:ID:       51ffdf20-e732-4774-b781-c3501d26d46f
+:END:
+
+*** Description
+
+Some board games, especially trading card games, have silly amounts of expansions.
+We should have a setting SKIP_AUTO_EXPANSION_DOWNLOAD that is a list of BGG ids of
+games where expansions should not be download automatically. This exclusion should also auto-include
+any games with "Collectible Card Games" in it's family.
+
+** DONE Should be able to add new variants to board games via the log data form :boardgames:
+:PROPERTIES:
+:ID:       5ed0dd25-3026-3da8-dc5c-f2a75751af9a
+:END:
+
+* Version 59.2 [1/1]
+** DONE Fix test failure in discgolf app :discgolf:tests:
+:PROPERTIES:
+:ID:       813ae357-0568-5a4c-1a35-172e95d02740
+:END:
+
+* Version 59.1 [1/1]
+** DONE Fix bug when expansions have no image :boardgames:bug:
+:PROPERTIES:
+:ID:       9fee96c9-c6a0-32d9-b6f8-212c60fc3540
+:END:
+
+* Version 59.0 [3/3]
+** DONE [#A] Add BoardGameVariant model :boardgames:
+:PROPERTIES:
+:ID:       0ffb20d5-252f-b13d-473d-5529014602ff
+:END:
+
+*** Description
+
+Variants represent unique boards being used per scrobble or scenarios when
+playing a game. Scrobbles of a board game may have one or more
+boardgame_variant_ids assocaited with their log data, and a variant is created
+for one specific board game.
+
+
+** DONE [#A] Lookup all Expansions for a game when creating it :boardgames:
+:PROPERTIES:
+:ID:       8a84b06d-555c-4701-9058-ff364c89c198
+:END:
+
+*** Description
+
+We don't want to blow up the BGG API, but if possible with not too
+many calls, when we scrobble a board game, in order to allow
+populating the "Expansions" multi select, we should fetch any 
+expansions for the board game when creating it for the first time.
+
+We should also create a managemnt script to update existing board games.
+
+** DONE [#A] Board game expansion lookup should be async on URL scrobbles :boardgames:
+:PROPERTIES:
+:ID:       968d8dde-f906-cdf0-af4e-b87ce28ddbbb
+:END:
+
+* Version 58.8 [1/1]
+** DONE [#B] Clean up trend templates :trends:templates:
+:PROPERTIES:
+:ID:       83237e2c-857b-47c9-c86c-32a5e3f1359d
+:END:
+
+* Version 58.7 [2/2]
+** DONE [#B] Split up chart page between tables and maloja :charts:templates:
+:PROPERTIES:
+:ID:       103ab084-2016-cfa4-c677-3c5fdc54cce0
+:END:
+** DONE [#A] Fix CI so we don't double run deploys and builds :ci:
+:PROPERTIES:
+:ID:       1a93e7cb-b883-aae5-2bd5-fcdd6e16f8ab
+:END:
+
+* Version 58.6 [1/1]
+** DONE [#B] Cleanup commands should check for broken images :metadata:cleanup:
+:PROPERTIES:
+:ID:       bacce321-73c7-ae1f-bfa7-c3ee517b5441
+:END:
+
+* Version 58.5 [1/1]
+** DONE [#A] The maloja style charts are messed up :templates:charts:
+:PROPERTIES:
+:ID:       987397a2-7e74-4eb1-87cc-4c8bbe1c7b23
+:END:
+
+* Version 58.4 [2/2]
+** DONE [#B] Allow people all trends or individual trends :trends:profiles:
+:PROPERTIES:
+:ID:       1d081152-abd1-73c2-a625-903565a10c6c
+:END:
+** DONE [#A] Fix a bug in board game scorelog data :boardgames:logdata:
+:PROPERTIES:
+:ID:       014bab30-13bf-fae7-e678-4666a8d38ae4
+:END:
+
+* Version 58.3 [1/1]
+** DONE [#A] Remove curl-cffi as it doesn't work on FreeBSD :webpages:deps:
+:PROPERTIES:
+:ID:       6bc1b0dd-e449-3d32-a176-46451e793e5d
+:END:
+
+* Version 58.2 [2/2]
+** DONE [#B] Add more robust webpage scraping :webpages:metadata:
+:PROPERTIES:
+:ID:       84d9bfa5-75c0-0718-764e-379f7456602a
+:END:
+** DONE [#B] Time of Day Categories trend :trends:
+:PROPERTIES:
+:ID:       6598074f-2290-46db-967b-29f45d30be29
+:END:
+
+*** Description
+
+Added a "Time of Day Categories" trend that groups scrobbles for Books, Trails,
+Birding Locations, and Board Games into Early Bird (5-10:59am), Day Jay (11am-6:59pm),
+and Night Owl (7pm-4:59am) buckets. Shows both overall and per-media-type breakdowns.
+
+
+* Version 58.1 [1/1]
+** DONE [#B] Add auto genre tagging for papers :books:papers:metadata:
+:PROPERTIES:
+:ID:       e6b5c3a5-7fc6-b530-96c2-b5962a716db6
+:END:
+
+* Version 58.0 [1/1]
+** DONE [#B] Add scrobbling of Papers via webpages with doi.org links in them :feature:papers:
+:PROPERTIES:
+:ID:       d30bb8aa-eefd-002c-38d5-3f2fcef345f2
+:END:
+
+* Version 57.1 [1/1]
+** DONE [#A] Write poetry lock file :bug:deps:
+:PROPERTIES:
+:ID:       0f5a6f4b-a486-ba7e-bbce-f7581274398c
+:END:

 * Version 57.0 [5/5]
 ** DONE [#A] Scrobble button on some media list pages dont work :bug:scrobbles:
--- a/poetry.lock
+++ b/poetry.lock
@ -967,6 +967,23 @@ prompt-toolkit = ">=3.0.36"
 [package.extras]
 testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]

+[[package]]
+name = "cloudscraper"
+version = "1.2.71"
+description = "A Python module to bypass Cloudflare's anti-bot page."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "cloudscraper-1.2.71-py2.py3-none-any.whl", hash = "sha256:76f50ca529ed2279e220837befdec892626f9511708e200d48d5bb76ded679b0"},
+    {file = "cloudscraper-1.2.71.tar.gz", hash = "sha256:429c6e8aa6916d5bad5c8a5eac50f3ea53c9ac22616f6cb21b18dcc71517d0d3"},
+]
+
+[package.dependencies]
+pyparsing = ">=2.4.7"
+requests = ">=2.9.2"
+requests-toolbelt = ">=0.9.1"
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@ -1512,6 +1529,25 @@ files = [
    {file = "django_mathfilters-1.0.0-py3-none-any.whl", hash = "sha256:64200a21bb249fbf27be601d4bbb788779e09c6e063170c097cd82c4d18ebb83"},
 ]

+[[package]]
+name = "django-mcp-server"
+version = "0.5.7"
+description = "Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "django_mcp_server-0.5.7-py3-none-any.whl", hash = "sha256:04b58bf02623aaee59708c3661ffe17981acd4532587c38b6cfe2c9e7090c6d3"},
+    {file = "django_mcp_server-0.5.7.tar.gz", hash = "sha256:5077f8fabf5fb621b5ce490afd0db60f21e57b3a451ed14a9f44aef545ea4eee"},
+]
+
+[package.dependencies]
+django = ">=4.0"
+djangorestframework = ">=3.15.0"
+inflection = ">=0.5.1,<0.6.0"
+mcp = ">=1.8.0"
+uritemplate = ">=4.1.1,<5.0.0"
+
 [[package]]
 name = "django-oauth-toolkit"
 version = "3.2.0"
@ -2156,6 +2192,18 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]

+[[package]]
+name = "httpx-sse"
+version = "0.4.3"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"},
+    {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"},
+]
+
 [[package]]
 name = "idna"
 version = "3.11"
@ -2196,6 +2244,18 @@ perf = ["ipython"]
 test = ["packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]

+[[package]]
+name = "inflection"
+version = "0.5.1"
+description = "A port of Ruby on Rails inflector to Python"
+optional = false
+python-versions = ">=3.5"
+groups = ["main"]
+files = [
+    {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"},
+    {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"},
+]
+
 [[package]]
 name = "iniconfig"
 version = "2.3.0"
@ -2387,6 +2447,101 @@ files = [
 test = ["async-timeout ; python_version < \"3.11\"", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
 trio = ["trio"]

+[[package]]
+name = "jellyfish"
+version = "1.2.1"
+description = ""
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jellyfish-1.2.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:b35d4b5b688f759ffd075190a9850b04671bad14c5b37124eb43e99306ec16ea"},
+    {file = "jellyfish-1.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b37b76ea338c4a473c34a9b9e1e033a78aafb9040a8c0eea579fc5805d8e4b46"},
+    {file = "jellyfish-1.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:137cfcc26396d0f2e1265ac61f800bb921921ea722a43dd897e58190f767c474"},
+    {file = "jellyfish-1.2.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ab1bfea271ce4bda09d975080d5465cf5a8b127e7c0ea61ea3f972417a7a2193"},
+    {file = "jellyfish-1.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2348f698f9c1d72023afc8d39939045421a01da9b7e3078e3029227e35f28419"},
+    {file = "jellyfish-1.2.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4072e21ad4036af41bd57b447b1dda64fe60aa679cfa8854ba0a0338152439f1"},
+    {file = "jellyfish-1.2.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:cf6cd68921f2bacc547ba1cf64ad0e76bc1727f3bab13bba2e5f5869aba038b1"},
+    {file = "jellyfish-1.2.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:01647c12261bc1f7b102e918e7665497176d87f6fc96271439c8855872bc2606"},
+    {file = "jellyfish-1.2.1-cp310-cp310-win32.whl", hash = "sha256:ddf05ea471da2808d77ecfa425d8884124b4754f4d483afa7703b6655530cf5c"},
+    {file = "jellyfish-1.2.1-cp310-cp310-win_amd64.whl", hash = "sha256:e4a210a960f3917da757b0581750b6e0a8db9acef68dafbc1b6e2ae39e847ba8"},
+    {file = "jellyfish-1.2.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:9913789a98ccf49213fbb1dabc597847a0ec33d3b0e151689498f4b38ba9be0f"},
+    {file = "jellyfish-1.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4e36d9000d4f7e1a35689a74ec7749d27a216dfa6c47cac2e5ad3de8a523bd69"},
+    {file = "jellyfish-1.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7853d2ed7d6929c029312ec849410f1ea7ae76ce72ad1140fb73f6e8a1e6aa4f"},
+    {file = "jellyfish-1.2.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:68080af234256ef943f0add6fc79816b0c643d8df291c17a85c1b6e45bdfbb96"},
+    {file = "jellyfish-1.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c5acb213aa75a61bcfc176566e20f2503069667e760d83d403b59e115fef0dd"},
+    {file = "jellyfish-1.2.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:4b28fcefc0c3534277ff0306e6c10672fb050f4784b5f3be7037e80801569fb5"},
+    {file = "jellyfish-1.2.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a"},
+    {file = "jellyfish-1.2.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:63770120cc3386dcc13bcc4df508ab281a6b14c3b2c0e33586439a6c40ee122f"},
+    {file = "jellyfish-1.2.1-cp311-cp311-win32.whl", hash = "sha256:ecf62d4aad0baa8832ab60f96e7baedbe6558bd292597503d927e9c5bce745d8"},
+    {file = "jellyfish-1.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:bd186c041d9be86c4fa5e2490943ce5d7f05b472f45d7f49426f259f3dd20bc4"},
+    {file = "jellyfish-1.2.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:32a85b752cb51463face13e2b1797cfa617cd7fb7073f15feaa4020a86a346ce"},
+    {file = "jellyfish-1.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:675ab43840488944899ca87f02d4813c1e32107e56afaba7489705a70214e8aa"},
+    {file = "jellyfish-1.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c888f624d03e55e501bc438906505c79fb307d8da37a6dda18dd1ac2e6d5ea9c"},
+    {file = "jellyfish-1.2.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d2b56a1fd2c5126c4a3362ec4470291cdd3c7daa22f583da67e75e30dc425ce6"},
+    {file = "jellyfish-1.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a3ccff843822e7f3ad6f91662488a3630724c8587976bce114f3c7238e8ffa1"},
+    {file = "jellyfish-1.2.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:10da696747e2de0336180fd5ba77ef769a7c80f9743123545f7fc0251efbbcec"},
+    {file = "jellyfish-1.2.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:c3c18f13175a9c90f3abd8805720b0eb3e10eca1d5d4e0cf57722b2a62d62016"},
+    {file = "jellyfish-1.2.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:0368596e176bf548b3be2979ff33e274fb6d5e13b2cebe85137b8b698b002a85"},
+    {file = "jellyfish-1.2.1-cp312-cp312-win32.whl", hash = "sha256:451ddf4094e108e33d3b86d7817a7e20a2c5e6812d08c34ee22f6a595f38dcca"},
+    {file = "jellyfish-1.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:15318c13070fe6d9caeb7e10f9cdf89ff47c9d20f05a9a2c0d3b5cb8062a7033"},
+    {file = "jellyfish-1.2.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:4b3e3223aaad74e18aacc74775e01815e68af810258ceea6fa6a81b19f384312"},
+    {file = "jellyfish-1.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e967e67058b78189d2b20a9586c7720a05ec4a580d6a98c796cd5cd2b7b11303"},
+    {file = "jellyfish-1.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:32581c50b34a09889b2d96796170e53da313a1e7fde32be63c82e50e7e791e3c"},
+    {file = "jellyfish-1.2.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:07b022412ebece96759006cb015d46b8218d7f896d8b327c6bbee784ddf38ed9"},
+    {file = "jellyfish-1.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80a49eb817eaa6591f43a31e5c93d79904de62537f029907ef88c050d781a638"},
+    {file = "jellyfish-1.2.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:e1b990fb15985571616f7f40a12d6fa062897b19fb5359b6dec3cd811d802c24"},
+    {file = "jellyfish-1.2.1-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:dd895cf63fac0a9f11b524fff810d9a6081dcf3c518b34172ac8684eb504dd43"},
+    {file = "jellyfish-1.2.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:6d2bac5982d7a08759ea487bfa00149e6aa8a3be7cd43c4ed1be1e3505425c69"},
+    {file = "jellyfish-1.2.1-cp313-cp313-win32.whl", hash = "sha256:509355ebedec69a8bf0cc113a6bf9c01820d12fe2eea44f47dfa809faf2d5463"},
+    {file = "jellyfish-1.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571"},
+    {file = "jellyfish-1.2.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:212aaf177236192a735bbbf5938717aa8518d14a25b08b015e47e783e70be060"},
+    {file = "jellyfish-1.2.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b8986d9768daddd5e87abf513ae168ea0afe690a444d4c82d5b1b14b0d045820"},
+    {file = "jellyfish-1.2.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5fa0ba0946f3c274f6a87aaa3c631dc70a363bd46cceea828ce777e8db653b6f"},
+    {file = "jellyfish-1.2.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6e76b23431a667cd485fb562428d1ad29bae9fdd0fcdfb5a51cc8087bae0e88c"},
+    {file = "jellyfish-1.2.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a058f4c6a591d5e5a47569f5648a26303ba19c76a960fef7e0beba2aa959e52e"},
+    {file = "jellyfish-1.2.1-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:6a49ce2a580edd3b16b69421137deef464e2f8907f9ef906d49950b1a52908c1"},
+    {file = "jellyfish-1.2.1-cp314-cp314-musllinux_1_1_i686.whl", hash = "sha256:c85aa2bc76a36d92a3197f406f86636664d5b323727dfec4fa2842a8a24a06ae"},
+    {file = "jellyfish-1.2.1-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:29cfa8bfb72aacf2d611a3313b358ed4d4140fa3d3efcffea750c8e7f8acb1aa"},
+    {file = "jellyfish-1.2.1-cp314-cp314-win32.whl", hash = "sha256:f121218dc33fb318c34ddd889dc7362606ce1316af2bb63b73cc1df81523ca34"},
+    {file = "jellyfish-1.2.1-cp314-cp314-win_amd64.whl", hash = "sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd"},
+    {file = "jellyfish-1.2.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:5335f622458aa105289a8e358bc32ecd1b9634b6ffec3e77ea3577e49c297171"},
+    {file = "jellyfish-1.2.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6c51e565f85ce38cf9388c4f916d53888b0fa34788fcebe3aff3db24948e0960"},
+    {file = "jellyfish-1.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:14bbb30d988dec1d12183cf5d4621c908f98add2009c72a185e8c3e8d00b804f"},
+    {file = "jellyfish-1.2.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9930e20f0e9f65ad1d57d98290c2be3abd75812d058815605f44a56056fb9a66"},
+    {file = "jellyfish-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0028857c5381c9d55e21cc6cb0d7f9545c3a9a7bb7dbca3960fe0a898c691ac2"},
+    {file = "jellyfish-1.2.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:56da7632e029912af25e25422fae3b6df318400297d552791f4b21da6d815ed6"},
+    {file = "jellyfish-1.2.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a3cab91020e3ff7565e55a611ec3e3257c093ac950d55778a48bfc8c57562b6e"},
+    {file = "jellyfish-1.2.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0b21c1596ce283fd7ee954eb0eeb007d59e480364324bcd91ad55146e91f3936"},
+    {file = "jellyfish-1.2.1-cp39-cp39-win32.whl", hash = "sha256:1098ce1f84ae3f147f0a18a6803ffb09b9c8cd5fedce42465643ca0b5c9d0224"},
+    {file = "jellyfish-1.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:4b013876109d91fa6fc871ffa4e0dbfda11820c33dc4ad0e2967b3fc1187f804"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:c499ea3a134130797c50e367687a6a46a12653c59af381bee92c41a5ab0bd55d"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:91cad49a4fb731b726afc5ae385a3217a7016ed88a04da40c131cff8136a5db5"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5bda2275f31a64adf3483e39f7a4e2107f7dfe3a3f85f0d2c0cb6ae5fbe4a443"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:98a133b40dc00cfda6609e1b0cb0ab0b77796fc2719aae886a12009514f73499"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:baa30c7b59bd1c5e105693108a6d7a98f3e7a1a59e23e15bc5897b91fd5849f5"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:db97d873f23b0c15b4ed911ece10e5cc0bb96cdc53666d5c3788bd0af81807f1"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-musllinux_1_1_i686.whl", hash = "sha256:393f609fd6139ce782e747e22c399483ffc58341009e6a97e39ffe5f5b2c674c"},
+    {file = "jellyfish-1.2.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:748dc45a0394fbe9120b8b3b9a39fab0967c7e2d6ecdd5304af018e774f80f96"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:13f1ac9caba22af10bfe42f674822643c0266009f882e0fe652079706dc5d13a"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ffeeb6c78c45fbb6d2a22b0173fb8a6af849001d6c26fab49c525136dbd9734"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1354b558a0a16597b6032dd0af64bebd24994f7e7484cf14993320eb764b06cb"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5977810972c6f0b2e61252c4758fd5aee21abf663ff309881195a99d37daa94"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:536c80d8d4ec7f39cbb10b85d926ff96cef3cde4a83ca0991c07cd9835d5dc13"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-musllinux_1_1_i686.whl", hash = "sha256:21baa92d4a5112167721156f6d061c2ae105f2995b3a5e19cec6662928f0c439"},
+    {file = "jellyfish-1.2.1-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:68ea3ddd4dae1152a7f7155ef02a7bfad919611158d71b301f9aa167685819af"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:d7be8021658b46b22500a77f1707901bd98fc210f185c229b81c74efd3c1baf2"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:bcdcd603a7737cd3f5a2ab10ce9b49844329deb81c2daafcd8131e54fc730205"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c28a4ae3e201e1c1b7bacacd40e2e76c4068b90c9ae3a0d525e0ac98206f1cc"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bebccd0652ac1c7e438ae1f451edefde63d14b3af6f6daa30c599919dcb92886"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:05be396aebe3dce7a8cb2f97727ecdf99e86457c48e97190775dce33f8b7e39d"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:9d4448c874959ae012cda0f6d570ac0bd7f0fcf12007714eaebf86b86919b66f"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-musllinux_1_1_i686.whl", hash = "sha256:4a21d7eda5e6996772055f798e3fe1de1b33b3edad7f6cf0567097a21585a812"},
+    {file = "jellyfish-1.2.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:a0ef6f0ecc085c1f8fddb048f538c8bb89989e5d470eab45d4e9bd48ee73a40d"},
+    {file = "jellyfish-1.2.1.tar.gz", hash = "sha256:72d2fda61b23babe862018729be73c8b0dc12e3e6601f36f6e65d905e249f4db"},
+]
+
 [[package]]
 name = "jmespath"
 version = "1.1.0"
@ -2399,6 +2554,43 @@ files = [
    {file = "jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d"},
 ]

+[[package]]
+name = "jsonschema"
+version = "4.26.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce"},
+    {file = "jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.25.0"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.9.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
+    {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "jstyleson"
 version = "0.0.2"
@ -2745,6 +2937,48 @@ files = [
    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]

+[[package]]
+name = "mcp"
+version = "1.28.0"
+description = "Model Context Protocol SDK"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "mcp-1.28.0-py3-none-any.whl", hash = "sha256:9c1e7cf3a9125557e418ecd4fed8e9adddce81b0dfdae4d6601d700f5beb71a4"},
+    {file = "mcp-1.28.0.tar.gz", hash = "sha256:559d3f9943674cafbe5744c5d3794f3237e8b47f9bbc58e20c0fad680d8487c2"},
+]
+
+[package.dependencies]
+anyio = ">=4.5"
+httpx = ">=0.27.1,<1.0.0"
+httpx-sse = ">=0.4"
+jsonschema = ">=4.20.0"
+pydantic = [
+    {version = ">=2.11.0,<3.0.0", markers = "python_version < \"3.14\""},
+    {version = ">=2.12.0,<3.0.0", markers = "python_version >= \"3.14\""},
+]
+pydantic-settings = ">=2.5.2"
+pyjwt = {version = ">=2.10.1", extras = ["crypto"]}
+python-multipart = ">=0.0.9"
+pywin32 = [
+    {version = ">=310", markers = "sys_platform == \"win32\" and python_version < \"3.14\""},
+    {version = ">=311", markers = "sys_platform == \"win32\" and python_version >= \"3.14\""},
+]
+sse-starlette = ">=1.6.1"
+starlette = [
+    {version = ">=0.27", markers = "python_version < \"3.14\""},
+    {version = ">=0.48.0", markers = "python_version >= \"3.14\""},
+]
+typing-extensions = ">=4.9.0"
+typing-inspection = ">=0.4.1"
+uvicorn = {version = ">=0.31.1", markers = "sys_platform != \"emscripten\""}
+
+[package.extras]
+cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
+rich = ["rich (>=13.9.4)"]
+ws = ["websockets (>=15.0.1)"]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@ -3125,6 +3359,192 @@ files = [
    {file = "ndjson-0.3.1.tar.gz", hash = "sha256:bf9746cb6bb1cb53d172cda7f154c07c786d665ff28341e4e689b796b229e5d6"},
 ]

+[[package]]
+name = "networkx"
+version = "3.6"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version == \"3.14\""
+files = [
+    {file = "networkx-3.6-py3-none-any.whl", hash = "sha256:cdb395b105806062473d3be36458d8f1459a4e4b98e236a66c3a48996e07684f"},
+    {file = "networkx-3.6.tar.gz", hash = "sha256:285276002ad1f7f7da0f7b42f004bcba70d381e936559166363707fdad3d72ad"},
+]
+
+[package.extras]
+benchmarking = ["asv", "virtualenv"]
+default = ["matplotlib (>=3.8)", "numpy (>=1.25)", "pandas (>=2.0)", "scipy (>=1.11.2)"]
+developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
+doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "iplotx (>=0.9.0)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+release = ["build (>=0.10)", "changelist (==0.5)", "twine (>=4.0)", "wheel (>=0.40)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
+test-extras = ["pytest-mpl", "pytest-randomly"]
+
+[[package]]
+name = "networkx"
+version = "3.6.1"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = "!=3.14.1,>=3.11"
+groups = ["main"]
+markers = "python_version < \"3.14\""
+files = [
+    {file = "networkx-3.6.1-py3-none-any.whl", hash = "sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762"},
+    {file = "networkx-3.6.1.tar.gz", hash = "sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509"},
+]
+
+[package.extras]
+benchmarking = ["asv", "virtualenv"]
+default = ["matplotlib (>=3.8)", "numpy (>=1.25)", "pandas (>=2.0)", "scipy (>=1.11.2)"]
+developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
+doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "iplotx (>=0.9.0)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+release = ["build (>=0.10)", "changelist (==0.5)", "twine (>=4.0)", "wheel (>=0.40)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
+test-extras = ["pytest-mpl", "pytest-randomly"]
+
+[[package]]
+name = "numpy"
+version = "2.4.6"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version < \"3.14\""
+files = [
+    {file = "numpy-2.4.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4"},
+    {file = "numpy-2.4.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d"},
+    {file = "numpy-2.4.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8"},
+    {file = "numpy-2.4.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538"},
+    {file = "numpy-2.4.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47"},
+    {file = "numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93"},
+    {file = "numpy-2.4.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8"},
+    {file = "numpy-2.4.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6"},
+    {file = "numpy-2.4.6-cp311-cp311-win32.whl", hash = "sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8"},
+    {file = "numpy-2.4.6-cp311-cp311-win_amd64.whl", hash = "sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147"},
+    {file = "numpy-2.4.6-cp311-cp311-win_arm64.whl", hash = "sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577"},
+    {file = "numpy-2.4.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1"},
+    {file = "numpy-2.4.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb"},
+    {file = "numpy-2.4.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41"},
+    {file = "numpy-2.4.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698"},
+    {file = "numpy-2.4.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f"},
+    {file = "numpy-2.4.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853"},
+    {file = "numpy-2.4.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a"},
+    {file = "numpy-2.4.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2"},
+    {file = "numpy-2.4.6-cp312-cp312-win32.whl", hash = "sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45"},
+    {file = "numpy-2.4.6-cp312-cp312-win_amd64.whl", hash = "sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751"},
+    {file = "numpy-2.4.6-cp312-cp312-win_arm64.whl", hash = "sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8"},
+    {file = "numpy-2.4.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0"},
+    {file = "numpy-2.4.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb"},
+    {file = "numpy-2.4.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f"},
+    {file = "numpy-2.4.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3"},
+    {file = "numpy-2.4.6-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b"},
+    {file = "numpy-2.4.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089"},
+    {file = "numpy-2.4.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a"},
+    {file = "numpy-2.4.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605"},
+    {file = "numpy-2.4.6-cp313-cp313-win32.whl", hash = "sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91"},
+    {file = "numpy-2.4.6-cp313-cp313-win_amd64.whl", hash = "sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359"},
+    {file = "numpy-2.4.6-cp313-cp313-win_arm64.whl", hash = "sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778"},
+    {file = "numpy-2.4.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1"},
+    {file = "numpy-2.4.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe"},
+    {file = "numpy-2.4.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997"},
+    {file = "numpy-2.4.6-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20"},
+    {file = "numpy-2.4.6-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d"},
+    {file = "numpy-2.4.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67"},
+    {file = "numpy-2.4.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd"},
+    {file = "numpy-2.4.6-cp313-cp313t-win32.whl", hash = "sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab"},
+    {file = "numpy-2.4.6-cp313-cp313t-win_amd64.whl", hash = "sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75"},
+    {file = "numpy-2.4.6-cp313-cp313t-win_arm64.whl", hash = "sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd"},
+    {file = "numpy-2.4.6-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079"},
+    {file = "numpy-2.4.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7"},
+    {file = "numpy-2.4.6-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5"},
+    {file = "numpy-2.4.6-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096"},
+    {file = "numpy-2.4.6-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b"},
+    {file = "numpy-2.4.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8"},
+    {file = "numpy-2.4.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402"},
+    {file = "numpy-2.4.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb"},
+    {file = "numpy-2.4.6-cp314-cp314-win32.whl", hash = "sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1"},
+    {file = "numpy-2.4.6-cp314-cp314-win_amd64.whl", hash = "sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261"},
+    {file = "numpy-2.4.6-cp314-cp314-win_arm64.whl", hash = "sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6"},
+    {file = "numpy-2.4.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a"},
+    {file = "numpy-2.4.6-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e"},
+    {file = "numpy-2.4.6-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e"},
+    {file = "numpy-2.4.6-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43"},
+    {file = "numpy-2.4.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e"},
+    {file = "numpy-2.4.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895"},
+    {file = "numpy-2.4.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4"},
+    {file = "numpy-2.4.6-cp314-cp314t-win32.whl", hash = "sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063"},
+    {file = "numpy-2.4.6-cp314-cp314t-win_amd64.whl", hash = "sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627"},
+    {file = "numpy-2.4.6-cp314-cp314t-win_arm64.whl", hash = "sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02"},
+    {file = "numpy-2.4.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73"},
+    {file = "numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda"},
+]
+
+[[package]]
+name = "numpy"
+version = "2.5.0"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.12"
+groups = ["main"]
+markers = "python_version == \"3.14\""
+files = [
+    {file = "numpy-2.5.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:489780423903667933b4ed6197b6ec3b75ea5dd17d1d8f0f38d798feb6921561"},
+    {file = "numpy-2.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ece55976ced6bca95a03ae2839e2e5ccffe8eb6a3e7022415645eb154a81e4e6"},
+    {file = "numpy-2.5.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:c83b664b0e6eee9594fa920cf0639d8af796606d3fad6cc70180c87e4b97c7be"},
+    {file = "numpy-2.5.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:bf80333980bf37f523341ddd72c783f39d6829ec7736b9eb99086388a2d52cc2"},
+    {file = "numpy-2.5.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a1a4874217b36d5ac8fc876f52e39df56f8182c88463e9e2dceabf7ca8b7efb8"},
+    {file = "numpy-2.5.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aaa760137137e8d3c920d27927748215b56014f92667dc9b6c27dfc61249255a"},
+    {file = "numpy-2.5.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7174ce8265fc7f7417d171c9ea8fe905220748893ea67a2a7abe726ec331c4b0"},
+    {file = "numpy-2.5.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b8c3daaf99de52415d20b42f8e8155c78642cb04207d02f9d317a0dcf1b3fb54"},
+    {file = "numpy-2.5.0-cp312-cp312-win32.whl", hash = "sha256:6206db0af545d73d068add6d992279145f158428d1da6cc49adc4b630c5d6ee5"},
+    {file = "numpy-2.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:6f2d6873e2940c860a309d21e25b1e69af6aaffdd80aa056b04c16380db1c4f2"},
+    {file = "numpy-2.5.0-cp312-cp312-win_arm64.whl", hash = "sha256:a55e1eb2bca2cfd17a16b213c99dfc8502d47b0d494224d2122277d0400935ca"},
+    {file = "numpy-2.5.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:520e6b8be0a4b65840ac8090d4f51cef4bed66e2b0894d5a520f099adc24a9b2"},
+    {file = "numpy-2.5.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:146b81cdd3967fdb6beca8ba25f00c58741d8f3cbd797f55af0fbe0bfec3469c"},
+    {file = "numpy-2.5.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:126b88d95e8ff9b00c9e717aa540469f21d6180162f84c0caec51b16215d49cd"},
+    {file = "numpy-2.5.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:d4313cef1594c5ce46c31b6e54e918338f63f16ee9322304e8c9114d6d81c8bd"},
+    {file = "numpy-2.5.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:750fb097caf26fa878746d9d119f6f9da12dedcbff1eea966c3e3447647c4a9e"},
+    {file = "numpy-2.5.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3893adc2dc7c0412ba76777db55a049215d99c9aa3113003be8f49f4f1290ab9"},
+    {file = "numpy-2.5.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:835e454dd99b238cdc5a3f63bce2371296f5ebc53ca1e0f8e6ddbb6d92a29aab"},
+    {file = "numpy-2.5.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6f9836778081a0a3c02a6a21493f3e9f5b311f8d2541934f31f05583dc999ea4"},
+    {file = "numpy-2.5.0-cp313-cp313-win32.whl", hash = "sha256:0b525be4744b60bb0557ac872d53ef07d085b5f39622bc579c98d3809d05b988"},
+    {file = "numpy-2.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:44353e2878930039db472b99dc353d749826e4010bd4d2a7f835e94a97a5c748"},
+    {file = "numpy-2.5.0-cp313-cp313-win_arm64.whl", hash = "sha256:48f54b00711f83a5f796b70c518e8c2b3c5848dda03a54911f23eb68519b9b60"},
+    {file = "numpy-2.5.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:f27582c55ba4c750b7c58c8faf021d2cd9324a662b466229db8a417b41368af9"},
+    {file = "numpy-2.5.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:28e7137057d551e4a83c4ae414e3451f50568409db7569aacc7f9811ee06a446"},
+    {file = "numpy-2.5.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c"},
+    {file = "numpy-2.5.0-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:694d8f74e156f7fd01179f1aa8faa2f648ab6ae0f70b6c3fe57a03249aea2303"},
+    {file = "numpy-2.5.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1a7569a7b53c77716f036bb28cb1c91f166a26ec7d9502cd1e4bdfe502fdec22"},
+    {file = "numpy-2.5.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:39a0433bd4086ebd462960cf375e19195bb07b53dc1d87dd5fcf47ad78576f03"},
+    {file = "numpy-2.5.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:929f0c79ac38bcbd7154fe631dc907abfeddbcc5027a896bd1f7767323271e7a"},
+    {file = "numpy-2.5.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:cc4f247a47bbf070bfd70be53ccdcf47b800af563535e7bbe172322197c30e21"},
+    {file = "numpy-2.5.0-cp314-cp314-win32.whl", hash = "sha256:5dc71423499fab3f46f7a7201155ade1669ea101f2f429d332df9e72f8161731"},
+    {file = "numpy-2.5.0-cp314-cp314-win_amd64.whl", hash = "sha256:ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73"},
+    {file = "numpy-2.5.0-cp314-cp314-win_arm64.whl", hash = "sha256:3b94d0d0deceebfad3e67ae5c0e5eb87371e8f7a0581cd04a779928c2450cf1e"},
+    {file = "numpy-2.5.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:22f3d43e362d650bc39db1f17851302874a148ca95ba6981c1dfb5fa6862f35b"},
+    {file = "numpy-2.5.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:243563efb4cd7528a264567e9fd206c87826457322521d06206a00bfa316c927"},
+    {file = "numpy-2.5.0-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:84881d825ca75249b189bbee875fcfe3238aa5c479e6100893cda566e8e86826"},
+    {file = "numpy-2.5.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cda12aa4779d42b8771180aba759c96f527d43446d8f380ab59e2b35e8489efd"},
+    {file = "numpy-2.5.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1c0121101093d2bd74981b10f8837d78e794a8ff57834eb27179f49e1ba11ac6"},
+    {file = "numpy-2.5.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d371c92cfa09da00022f501ab67fafaea813d752eb30ac44336d45b1e5b0268a"},
+    {file = "numpy-2.5.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9990713e9c38154c6861e7547f1e3fc7a87e75ff09bab24ef1cc81d81c2835e9"},
+    {file = "numpy-2.5.0-cp314-cp314t-win32.whl", hash = "sha256:edadfbd4794b1086c0d822f81863e8a68fc129d132fd0bb9e31e955d7fbbbdb7"},
+    {file = "numpy-2.5.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f7e5fa4382967ae6548bd2f174219afb908e294b0d5f625af01166edd5f7d9aa"},
+    {file = "numpy-2.5.0-cp314-cp314t-win_arm64.whl", hash = "sha256:016623417bb330d719d579daf2d6b9a01ddc52e41a9ed61a47f39fde46dcd865"},
+    {file = "numpy-2.5.0.tar.gz", hash = "sha256:5a129578019311b6e56bdd714250f19b518f7dceeeb8d1af5490f4942d3f891c"},
+]
+
 [[package]]
 name = "oauthlib"
 version = "3.3.1"
@ -3980,6 +4400,30 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.14.1"

+[[package]]
+name = "pydantic-settings"
+version = "2.14.2"
+description = "Settings management using Pydantic"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "pydantic_settings-2.14.2-py3-none-any.whl", hash = "sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440"},
+    {file = "pydantic_settings-2.14.2.tar.gz", hash = "sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f"},
+]
+
+[package.dependencies]
+pydantic = ">=2.7.0"
+python-dotenv = ">=0.21.0"
+typing-inspection = ">=0.4.0"
+
+[package.extras]
+aws-secrets-manager = ["boto3 (>=1.35.0)", "types-boto3[secretsmanager]"]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
+toml = ["tomli (>=2.0.1)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "pyflakes"
 version = "3.4.0"
@ -4330,14 +4774,14 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.5.4)", "pytest (>=8.3.5)", "pyt

 [[package]]
 name = "python-dotenv"
-version = "0.20.0"
+version = "1.2.2"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "python-dotenv-0.20.0.tar.gz", hash = "sha256:b7e3b04a59693c42c36f9ab1cc2acc46fa5df8c78e178fc33a8d4cd05c8d498f"},
-    {file = "python_dotenv-0.20.0-py3-none-any.whl", hash = "sha256:d92a187be61fe482e4fd675b6d52200e7be63a12b724abbf931a40ce4fa92938"},
+    {file = "python_dotenv-1.2.2-py3-none-any.whl", hash = "sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a"},
+    {file = "python_dotenv-1.2.2.tar.gz", hash = "sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3"},
 ]

 [package.extras]
@ -4355,6 +4799,18 @@ files = [
    {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
 ]

+[[package]]
+name = "python-multipart"
+version = "0.0.32"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "python_multipart-0.0.32-py3-none-any.whl", hash = "sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23"},
+    {file = "python_multipart-0.0.32.tar.gz", hash = "sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e"},
+]
+
 [[package]]
 name = "python3-openid"
 version = "3.2.0"
@ -4386,6 +4842,38 @@ files = [
    {file = "pytz-2022.7.1.tar.gz", hash = "sha256:01a0681c4b9684a28304615eba55d1ab31ae00bf68ec157ec3708a8182dbbcd0"},
 ]

+[[package]]
+name = "pywin32"
+version = "312"
+description = "Python for Windows Extensions"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "pywin32-312-cp310-cp310-win32.whl", hash = "sha256:772235332b5d1024c696f11cea1ae4be7930f0a8b894bb43db14e3f435f1ff7e"},
+    {file = "pywin32-312-cp310-cp310-win_amd64.whl", hash = "sha256:5dbc35d2b5320dc07f25fa31269cfb767471002b17de5eb067d03da68c7cb2db"},
+    {file = "pywin32-312-cp310-cp310-win_arm64.whl", hash = "sha256:3020656e34f1cf7faeb7bccd2b84653a607c6ff0c55ada85e6487d61716deabd"},
+    {file = "pywin32-312-cp311-cp311-win32.whl", hash = "sha256:17948aeadbdb091f0ced6ef0841620794e68327b94ee415571c1203594b7215c"},
+    {file = "pywin32-312-cp311-cp311-win_amd64.whl", hash = "sha256:d11417d84412f859b722fad0841b3614459ed0047f7542d8362e77884f6b6e8a"},
+    {file = "pywin32-312-cp311-cp311-win_arm64.whl", hash = "sha256:b2200a054ca6d6625c4842fc56a4976a4b47f96b73dbe5538c3f813a80359f47"},
+    {file = "pywin32-312-cp312-cp312-win32.whl", hash = "sha256:dab4f65ac9c4e48400a2a0530c46c3c579cd5905ecd11b80692373915269208b"},
+    {file = "pywin32-312-cp312-cp312-win_amd64.whl", hash = "sha256:b457f6d628a47e8a7346ce22acb7e1a46a4a78b52e1d17e1af56871bd19a93bc"},
+    {file = "pywin32-312-cp312-cp312-win_arm64.whl", hash = "sha256:6017c58e12f6809fbb0555b75df144c2922a9ffd18e4b9b5afa863b6c1a9d950"},
+    {file = "pywin32-312-cp313-cp313-win32.whl", hash = "sha256:7a27df850933d16a8eabfbaeb73d52b273e2da667f80d70b01a89d1f6828d02c"},
+    {file = "pywin32-312-cp313-cp313-win_amd64.whl", hash = "sha256:c53e878d15a1c44788082bfe712a905433473aa38f86375b7cf8b45e3acbaaf9"},
+    {file = "pywin32-312-cp313-cp313-win_arm64.whl", hash = "sha256:59aba5d5940842075343a5ddc6b11f1cdf0d1567fe745290359dfbcc7c2eb831"},
+    {file = "pywin32-312-cp314-cp314-win32.whl", hash = "sha256:a77a90fbb6881238d2ca9c6fd797b25817f3768fe78d214a90137ff055a75f5b"},
+    {file = "pywin32-312-cp314-cp314-win_amd64.whl", hash = "sha256:a4dd3a848290ef724347b19f301045831d8e802fa4464f491b98b1e0a081432e"},
+    {file = "pywin32-312-cp314-cp314-win_arm64.whl", hash = "sha256:9fce94568364e0155e6dfb781ac5d95903be8baf28670632beab1b523f300daa"},
+    {file = "pywin32-312-cp315-cp315-win32.whl", hash = "sha256:5c1fbe4a937a73ae9297384a3da38518cbc694c68ad8a809b2e19acd350f03ed"},
+    {file = "pywin32-312-cp315-cp315-win_amd64.whl", hash = "sha256:c2f03a0f73f804a13c2735b99392b0cd426bb4f2c4d0178e5ac966a0f21618d5"},
+    {file = "pywin32-312-cp315-cp315-win_arm64.whl", hash = "sha256:a8597d28f267b39074aef51fa593530082b39cbe5a074226096857b1fed2dfb9"},
+    {file = "pywin32-312-cp39-cp39-win32.whl", hash = "sha256:d620900033cc7531e50727c3c8333091df5dd3ffe6d68cdca38c03f5821408d5"},
+    {file = "pywin32-312-cp39-cp39-win_amd64.whl", hash = "sha256:dc90147579a905b8635e1b0ec6514967dcb07e6e0d9c42f1477feef14cac23bb"},
+    {file = "pywin32-312-cp39-cp39-win_arm64.whl", hash = "sha256:02ebca0f0242b75292e218065004310d6a477407c09fa449bfe4f6022bc0c0fc"},
+]
+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.3"
@ -4646,6 +5134,23 @@ async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2
 hiredis = ["hiredis (>=1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]

+[[package]]
+name = "referencing"
+version = "0.37.0"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
+    {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
+
 [[package]]
 name = "regex"
 version = "2026.2.28"
@ -4874,6 +5379,146 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]

+[[package]]
+name = "rpds-py"
+version = "2026.5.1"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+files = [
+    {file = "rpds_py-2026.5.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:3397a5ed7174dc2786bb214030232fc36fe8e5584fec43a9952cc542b1a12036"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:99ab6ba7bfa2cb0f96a04e3652355bf04e3f51aceb1e943b8541dab7ba4828cc"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0efbe45632665e53e3db8fe1e5692db58fc5cb9bab4459d570b83efefe11164"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:01d17b29c0c23d82b1f4751147ec49cf451f1fc2554eb9ef5f957e55d2656ead"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7559f72b94ae52659086c595dfa017cde03155f7832071d30959049052cb3ece"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e25b7088f9ccbfc0dfcaa52bf969300ca229e10ecf758974ebcbb080a4b37bb"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613fc4ee9eaef26dc5840666214dd6fbcebcf32f46e76f4abc473059f4e13dda"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:85264a90ff4c05c1568dd65f5921c837614b67c60358fb4c17df3b7f2e90690a"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fe71bca7d547acb17027c7fd1624ff8aae623499c498d3e7011182c4de5c25e0"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a05fa4f41f37ec97c9c260441a940450a192f78d774d2b097eee1379f1e1246a"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:df1d2a1996755b24b9ecee92cb4d36c28f86f464a6a173349c26bab41e94b8c2"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8895840ac4809e5f60c88fd07617cd71326e73d6e5a8aa783c5c0f7c24985de2"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-win32.whl", hash = "sha256:3684a59b158a7683aaeb8e25352e9a9dd2122cec78f2d8530266e4f91b4c7b3f"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:7bd530e6a530bb3ea892f194fafa455f3516ac25ecf7143fd33c09be62b0470a"},
+    {file = "rpds_py-2026.5.1-cp311-cp311-win_arm64.whl", hash = "sha256:0a5ae4dbe43c1076983b72616496919872ae7bbe7a1e21cc48336bc3154d130b"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:3abe24a66e57adcfa645d718063a5fa5103ecc71ddbf26d78af8f9368018ff1d"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:58b1d94308ddf0b1982f61f2eb54bf92997c9ece8a8093ef014250f4a517906c"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fa92420128dadce7f54bd73ba1825a273e9268fe9e35dbf7e6362890efa4e08"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ca653c6546386227cd9800d1bef6a348099acf8db4250341da6d90f663d6dfcb"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:66c93681c4729e4e3ecba31b8179fae083ff3118841672835140338b4b9867c1"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:40ff257542e04796880e011e15cd4dc21c2599975df2aaa8f2c8495ca574e1a5"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b6825cc329b290e93c5f6a9be2393118a763f6ccf6abd83704e0c102ca583644"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:de42116e69cb53b911cc34aee5ab98f36c597b822545045d49e938818b99e5e4"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c0f920015df2a504bebaba6d4c31ccf3fcf942f92655c086da30b671aad19aa6"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0408a24e44feb919423dc6d9da677cb5cddb894d2ca9e763967d156d9c60fab4"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:cea68bcd53467561ae2f96a6bdad1544299ba97b5b0ddcd5ac3d376e5c781c24"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4be8b1d2a705cc37d08256004e1d07de143fa0075c8e85a3df020b776f62b732"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-win32.whl", hash = "sha256:6736718bd4fc49cbcb538ba30516fdbef161522acefb739657d48b97bd864fed"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:0a7d1eec967df0e9b22614a5e177622e0c89611d03727fa0cb48e45028907870"},
+    {file = "rpds_py-2026.5.1-cp312-cp312-win_arm64.whl", hash = "sha256:1841d067089e117142d79b98aa0df2f08b52f2ecc1819dd2700636c0db74a473"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:efef4ac29c6ff495531eb17ee705b62841ecaa291b7c7077e848ea03e237164d"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c39f5b67a8a2e67179ada2a954227d670fe65fa9098457f698f56ddf248709b3"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b5c30f3f04eef4fbd362226a6f31d7c8895ca4fbb6e0b790f6890a98d8da8559"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:277f6c82f0580848796c7ecc8a7173aa3bfb928e4ff831261c2f60a81dc270db"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:63c2c4c213f1a4e3f3de28ecab029dbdee976324e729c0d7a55211be72576b02"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3350ec808fb538fe71a1f94dfaa0e29c598dfad805ce49f0caec5ae3183c652b"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1b964e3ab599e718dc46c018d104b1ebc007cbc6567d827c94a687fca56d77e"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:19cb09fab7b7fc96b2a6e28f2e34b72a3705ff27b37edb77455316e5d3f3dc9b"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:abe76bcdba31e576cb83eeb8797aa0d882b738fef6dc65d0601fc753806a5b46"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:8bff7073db3899158fff55ebf57b113a67030af26f80a18978f9f0aa60250ddf"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:8ba264fa49be666cd9cc56bf34ec7002fb3d27a4aee5bcb4d43d0d18feb1bb6f"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4860b603ddda0475a8885499b3729e90229d480105b42651962a5397d995fa89"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-win32.whl", hash = "sha256:7944270ae71383f6e2657dd7d5ce4eeb4ac2d0059a6738f0510583d462ab4842"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-win_amd64.whl", hash = "sha256:88647f43a73c4e01be19b04ceef0c8d3a1958153604d13c773becd8016f2a0cf"},
+    {file = "rpds_py-2026.5.1-cp313-cp313-win_arm64.whl", hash = "sha256:453895624ecf7db7063b1004e44037522bbaef9ff6a945e59bc71662d7a03abd"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:b4e4bc98639ec915f512fde3aa7a95e0041d95d9c3cc86eea841fa63cb1e8600"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cacedb7a6e167680acba45ad5716e89067d225dc80da0d7040cae8c81d4572fa"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68700371c5d7ae1412862ddfa719090925c93ecf351c566d66f09d04b136ea00"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:296c799becfa849c779c8725494fe9ed94959ed886787df4364b058465bad7f0"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d3858b908218ee108d0bbfb2095ccc237648053c9bf98affad7cb079acaf1d97"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4fb8d2e7cb2f850b169806d61d1b991738acec96500a75c30f49caf064ce7cef"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27b74c10ed6a8f190f4287f53bcfea348b92a84a9c9f70d30183d1e6172d580d"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:b9a6528956191c48c52294a592dbd4a8386d7048bdb25c0efcb6b966466c6d83"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:af03e34e860047bc7a352b842856fcf78798fbb81132cc98bd2f907ab4eb9cd2"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:fea6e836d10abbe191d557d33bd58bd5987725fe63aa1eefe557d230209855bd"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:fc0c0f878ea770a0a8a462456c5ad36fc9fe6358e6b76fdadc7f17575e0b8bf1"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e0b360f316d966b048b085857630b3cc51f3db2f07b06f440eac8f695374d1e3"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-win32.whl", hash = "sha256:a2999883eedf72fdfb7520b92c7d4ec2572a71ff40239377aa604cc529eecafc"},
+    {file = "rpds_py-2026.5.1-cp313-cp313t-win_amd64.whl", hash = "sha256:e07be2a9d7122bd6e82dea89814ef8dc893feb1aae97fec1630f3263bbb30e55"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:1f2c391c3059798093b65df23aca2cac150460ae9c630d99dec83d703d9485b9"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:413b424f7c4ee65ab5e5be91f5731be0f8b41a1ee2b12dfe810d716312e95a78"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c595a1d9255dce0599e13130d1440ab2506654f2b50294226ee06402f8fef63"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1c27c5f6102eac8c03e7595a00827a53b271ba40a53b59ff8709170e0855ea4a"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c7fcf61d44cacecaf3aea542b0e053db77972a4573e7ceda16fb2b399161195"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2c817a189d4ee14290420e5ff051e4dd6baa13f3edf84685071dee07a6d538ee"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21846aac0ed2e0589f38c12dc44e77bb64e494b771eadbcf169cba00566ba7ba"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:b317c87a13f769a4e787819bd508aaa5d69aa09b0880de9af6d3a8a54571cdec"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ce87129d9f2c14fa6c4a8601fb80eb4488c80d38a20cd13758ef11123e14995d"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:9cdddb6c1207d284d94fd1530adf57fbd797fe7c4b8704ba85f49414f2557e7d"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:4e237e139f94d3c036fd28eb9f564c99055476ff4ff05cd42be55ce349b5aa02"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ed0954b524873214369184a9c82b0eaa45a3fbb9a798cd95b17e0d98499e7ea0"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-win32.whl", hash = "sha256:2d88621d6a7d4dfa633d21abe90f280bb205274e16b1d1e61c6ad4640b2453b7"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-win_amd64.whl", hash = "sha256:cef8ac28d26f4dda3533060c20fbf80a325458fa9fd23ea72a73cdfa8e978838"},
+    {file = "rpds_py-2026.5.1-cp314-cp314-win_arm64.whl", hash = "sha256:eaaea962c68cdc68d4a533ba985ab8e9484277910bbfaa2ab3ef7732667bfed8"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:21942f52dbbd5f8758bf021213d28bd45c39e873e65e2407faf5f1846f5761ad"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f414556f6e3958300ff941e40c9f97e3dc9774ddd1b3434c475d73dd354bbed3"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef1013a8625c74043210190b246f5b1551e09757c1f356c6e4160ef96c5bc081"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:cc68e231a77a5f0d774ae278a1f8e55c0456501820847c1e4efb3829f3441df6"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9baffb505aff33acc69b422a19f77806680f3c8632227d79f48de8a810d1c2c5"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b8d2f912928d426e8cfa396f7f3f8d29a59e6689c86dcca3c420730c1096322b"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90f628283be835db980c941767d41c9a27b5239e54ba0a9c1335247e82406964"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:1ebb2f0ab7e16132995a72de805170e0203df0c3dd22e1ef1cd1fdd90bd7a131"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f3df3d16ded76f1f8c9cdebd0e1ea55fdf4c23b812de189814da7cf229c22a81"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:9af8905b8f854990e40d5206aa5ac58d9b0fe0b7f351ff2bb086c20f6c8c6a47"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:036a36a87fb1cd3b214d11c4b3c4f7d2ddad933625dca1c900b56a057c07740a"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:62ae3853454fe9ef283a03c96c2d835d39e84b14643a9d62c82ef0fb87d702ca"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-win32.whl", hash = "sha256:6c3d771a46ec18b12af06ce36243a9a80b07a5d0515236332d90863ca8bb326a"},
+    {file = "rpds_py-2026.5.1-cp314-cp314t-win_amd64.whl", hash = "sha256:c93c629be4636cf54337bd5f06c104d55e42ced54d681f6fe21ae510a65116f6"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-macosx_10_12_x86_64.whl", hash = "sha256:3574b55c604b8f75dacb007136508bbc0db406e626301778096a133327e7f2fb"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:94068eb3ae6d43f5a786b7db96a406a34e6d5c24489feef32fd6e8946ea7b291"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3a5b10e8ce894825f380a8f1b6444cf73c294dfea62afbb2d13e3a9e630cec1"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fc09f82e63d4bcd58149572f857a431bae851dc747e313c3b5bdf7abb907fda8"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e10464d17df3b582745c25cec695cb9558bca2cb6ddb631aee1787fc72c767b2"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ba05adbf15d994c38ec0b7ab32e858e5110c21e9009a00a86545fd220f84e038"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77c004fdc7b891967106f78ddfd7b076bfe6813c6139c6fff6aed3bcaa960b26"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_31_riscv64.whl", hash = "sha256:83bcf894486c9d78dd290d3c0124ff6dd8875d3025e2090a8ec49fcc37c55fdd"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c3df104083952a0e0c6f10de33e440eabe98fb6317d23e1a58c68f6df08d01b9"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:980450826cf22e133c57e0835070bdd0dd3f73b9b708c3ce223def2cb9469e14"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-musllinux_1_2_i686.whl", hash = "sha256:205dde846f24332ab0c1188699a043b8d165b79bb84529ce272c45048ff6be01"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:3966b82dd563176396df030f3dd52a6e54cb69b718e95e78bd555ed3d1e0185d"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-win32.whl", hash = "sha256:7818f8d0a415be74d2be3590b0a1c1f463a642f4d0217e7d10602dceef5b79aa"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-win_amd64.whl", hash = "sha256:b3cc20c0d800af78fd0fac68086e28c1856cec51ea528bb81ea851aa40d39325"},
+    {file = "rpds_py-2026.5.1-cp315-cp315-win_arm64.whl", hash = "sha256:3609e9939a8a76cd904cf98a3f1f13b5dc7e150adeaee89e0ea09652ea213e16"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-macosx_10_12_x86_64.whl", hash = "sha256:5d333a7127d4b307601ac37792bee01bb95c867cbfacf21b6375b804d6bbd723"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:b5f077b44a4f7808520f66dae234988d867deb9aed9be5da057ce9ba831b2a41"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55d8f9b7b78c9538fc9e04e82ec0e888ff0c3cffcfad152c77e57cd09351a98a"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e3a8ae58895ac107ed934a6bf51e5846f95c53b9b940c2c6d310838fd5846358"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0957cf3c2b8632ec7aaebffebea8005b353cc2a237b6e2ae3c2cac0820704cfb"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c396c1304de421050b3681ea70f371874b54d41b0151e96109758144c231e30b"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aad1bff7f666b9598e573815affd666aac6a13a585dde336f843e33350c7fadc"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_31_riscv64.whl", hash = "sha256:656a042550878f12d45752452d47094b7cfe5ad1e9d7b87b5a22ad3ae5ff8015"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:73c4bd4f70294737b5206a3e8e30ccadbf8a60301831c8ea23eec5dbeea1ecfa"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:43bca78665423cabae77146f2fe7ce55272b6c8d55d82cca83effd42c7e13972"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-musllinux_1_2_i686.whl", hash = "sha256:42d0f20e85e549c870749d0e247f0c10d318a45b7e9676d575d2dcb04a1b2e66"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:b1be5c35683684d5331b93600c210e8367c254683d8a6df6bd21bd2da3a334fb"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-win32.whl", hash = "sha256:75808f6c38ce7749bb68cc2770161aae5045e6c6f6781a9782e74b93304399df"},
+    {file = "rpds_py-2026.5.1-cp315-cp315t-win_amd64.whl", hash = "sha256:90bd6630002a1c7f09e7843dd79f0d24f3d2897cc25a753480917865d14f15b3"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:edf2765d84e42447f112ad877af8fe1db0089aaec5b28e88d6eab45e7fe99cea"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:ad3773236e95f7f33991eb125224b7da66f206504d032a253a02da7e134519fb"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a04df86b3f0fade39ec8fd0e0aab089b1da9fbd2b48df778a57ef96f5e7d38df"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6142dbd80c4df62a5d899f0d616d417f84e0bc8d32526c8e5589019d75d028a7"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0b35217adefe87f2fe4db7e9766cabe84744bfe9616d9667be18988928c7f2dc"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b95d5e11fc712b752081183a55a244c03cd00570489edd7014d8899f8ceb8162"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:141c9498daf2ace9eda35d2b0e376f9ea8b058d84f2aef4f96fccfd449a2f251"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:6f249f8b860a200ad35193af961183ebe9132710484e6f6ce0cf89fd83c63a9a"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e4abbf391a70be864920858bf360f4fb380577c9a0f732438a1996726e2c195b"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:c74005a7bb87752acf351c93897ec63ad77a07a0da7ecad9c050e32e7286ba34"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:8213afbe8a3a906fb9acb2014423fe3359ee783d0bf90995f70623a3217bfa6c"},
+    {file = "rpds_py-2026.5.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:8c43a8a973270fd173bf48cdf80bbe66312421cba68d40845034f174f2389049"},
+    {file = "rpds_py-2026.5.1.tar.gz", hash = "sha256:07b24fea40541e28570e5b795a4a38fbdcd12550c06bd0748005ecc8116ca256"},
+]
+
 [[package]]
 name = "s3transfer"
 version = "0.16.0"
@ -4909,6 +5554,21 @@ files = [
 cryptography = ">=2.0"
 jeepney = ">=0.6"

+[[package]]
+name = "segtok"
+version = "1.5.11"
+description = "sentence segmentation and word tokenization tools"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "segtok-1.5.11-py3-none-any.whl", hash = "sha256:910616b76198c3141b2772df530270d3b706e42ae69a5b30ef115c7bd5d1501a"},
+    {file = "segtok-1.5.11.tar.gz", hash = "sha256:8ab2dd44245bcbfec25b575dc4618473bbdf2af8c2649698cd5a370f42f3db23"},
+]
+
+[package.dependencies]
+regex = "*"
+
 [[package]]
 name = "setuptools"
 version = "82.0.1"
@ -5017,6 +5677,29 @@ files = [
 dev = ["build"]
 doc = ["sphinx"]

+[[package]]
+name = "sse-starlette"
+version = "3.4.5"
+description = "SSE plugin for Starlette"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "sse_starlette-3.4.5-py3-none-any.whl", hash = "sha256:e71bad53323f65573c3864a6c3bd0c1eb6e5f092b2e48082b0c35927d19ca296"},
+    {file = "sse_starlette-3.4.5.tar.gz", hash = "sha256:83072538bc211a2f68b7b0422226c4af3e9b62e106e07034664b832ca019842a"},
+]
+
+[package.dependencies]
+anyio = ">=4.7.0"
+starlette = ">=0.49.1"
+
+[package.extras]
+daphne = ["daphne (>=4.2.0)"]
+examples = ["fastapi (>=0.115.12)", "pydantic (>=2)", "uvicorn (>=0.34.0)"]
+examples-db = ["aiosqlite (>=0.21.0)", "sqlalchemy[asyncio] (>=2.0.41)"]
+granian = ["granian (>=2.3.1)"]
+uvicorn = ["uvicorn (>=0.34.0)"]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"
@ -5037,6 +5720,25 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]

+[[package]]
+name = "starlette"
+version = "1.3.1"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6"},
+    {file = "starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0"},
+]
+
+[package.dependencies]
+anyio = ">=3.6.2,<5"
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
+
+[package.extras]
+full = ["httpx (>=0.27.0,<0.29.0)", "httpx2 (>=2.0.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+
 [[package]]
 name = "stevedore"
 version = "5.7.0"
@ -5061,6 +5763,21 @@ files = [
    {file = "stream_sqlite-0.0.41-py3-none-any.whl", hash = "sha256:3aa1bbf4b50eb67df7e5f56b9bbe828b31750c05c9bd883be29d15b8bdc016f5"},
 ]

+[[package]]
+name = "tabulate"
+version = "0.10.0"
+description = "Pretty-print tabular data"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "tabulate-0.10.0-py3-none-any.whl", hash = "sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3"},
+    {file = "tabulate-0.10.0.tar.gz", hash = "sha256:e2cfde8f79420f6deeffdeda9aaec3b6bc5abce947655d17ac662b126e48a60d"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "thefuzz"
 version = "0.22.1"
@ -5439,6 +6156,18 @@ tzdata = {version = "*", markers = "platform_system == \"Windows\""}
 [package.extras]
 devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]

+[[package]]
+name = "uritemplate"
+version = "4.2.0"
+description = "Implementation of RFC 6570 URI Templates"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "uritemplate-4.2.0-py3-none-any.whl", hash = "sha256:962201ba1c4edcab02e60f9a0d3821e82dfc5d2d6662a21abd533879bdb8a686"},
+    {file = "uritemplate-4.2.0.tar.gz", hash = "sha256:480c2ed180878955863323eea31b0ede668795de182617fef9c6ca09e6ec9d0e"},
+]
+
 [[package]]
 name = "url-normalize"
 version = "2.2.1"
@ -5474,6 +6203,26 @@ brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and p
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]

+[[package]]
+name = "uvicorn"
+version = "0.49.0"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "sys_platform != \"emscripten\""
+files = [
+    {file = "uvicorn-0.49.0-py3-none-any.whl", hash = "sha256:ba3d14c3ee7e41c6c654c46c9eb489d33213cdd30aa1696eab1374337c13f68f"},
+    {file = "uvicorn-0.49.0.tar.gz", hash = "sha256:ebf4271aa580d9de97f93192d4595176df6e91f9aae919ca73e4fc07df1e66a3"},
+]
+
+[package.dependencies]
+click = ">=7.0"
+h11 = ">=0.8"
+
+[package.extras]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.8.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.20)", "websockets (>=10.4)"]
+
 [[package]]
 name = "vadersentiment"
 version = "3.3.2"
@ -5776,6 +6525,31 @@ files = [
 [package.extras]
 test = ["pytest", "pytest-cov"]

+[[package]]
+name = "yake"
+version = "0.7.3"
+description = "Keyword extraction Python package"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "yake-0.7.3-py3-none-any.whl", hash = "sha256:38f7f135ff8ed4bcdc05e16b533a9dc93299f1e694b0c308c3c086bab316c5fe"},
+    {file = "yake-0.7.3.tar.gz", hash = "sha256:8778fb2832e58d26d838d6d7ac967b4947521f1fe8cdf23dd872636161fc53ed"},
+]
+
+[package.dependencies]
+click = ">=6.0"
+jellyfish = "*"
+networkx = "*"
+numpy = ">=1.24.0"
+segtok = "*"
+tabulate = "*"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.5.0)", "memory-profiler (>=0.60.0)", "pytest-benchmark (>=4.0.0)"]
+dev = ["black (>=22.0.0)", "flake8 (>=6.0.0)", "pylint (>=3.3.0)", "pytest (>=7.0.0)", "pytest-cov (>=4.0.0)", "ruff (>=0.1.0)"]
+lemmatization = ["nltk (>=3.8.0)", "spacy (>=3.8.0)"]
+
 [[package]]
 name = "yarl"
 version = "1.23.0"
@ -6055,4 +6829,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.15"
-content-hash = "aafab54d3c3d674b917782bf449b7d6324ca2259fb58bff13a08caabe110c342"
+content-hash = "beac677c269bb8618ca802e5f92f7558391d8d26f1b2150f3c8a6d3417848cb1"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -1,6 +1,6 @@
 [tool.poetry]
 name = "vrobbler"
-version = "57.0"
+version = "59.4"
 description = ""
 authors = ["Colin Powell <colin@unbl.ink>"]

@ -11,6 +11,7 @@ django-extensions = "^3.1.5"
 python-dateutil = "^2.8.2"
 python-dotenv = ">=0.20.0,<2"
 python-json-logger = "^2.0.2"
+cloudscraper = "^1.2.71"
 colorlog = "^6.6.0"
 httpx = "<=0.27.2"
 djangorestframework = "^3.13.1"
@ -66,6 +67,7 @@ lxml = ">=5.5.0"
 vaderSentiment = "^3.3.2"
 sqids = "^0.5.2"
 python-amazon-paapi = "^6.3.0"
+yake = "^0.7.3"

 [tool.poetry.group.test]
 optional = true
--- a/vrobbler/apps/boardgames/admin.py
+++ b/vrobbler/apps/boardgames/admin.py
@ -5,6 +5,7 @@ from boardgames.models import (
    BoardGameLocation,
    BoardGamePublisher,
    BoardGameDesigner,
+    BoardGameVariant,
 )

 from scrobbles.admin import ScrobbleInline
@ -42,6 +43,19 @@ class BoardGameLocationAdmin(admin.ModelAdmin):
    ordering = ("-created",)


+@admin.register(BoardGameVariant)
+class BoardGameVariantAdmin(admin.ModelAdmin):
+    date_hierarchy = "created"
+    list_display = (
+        "name",
+        "board_game",
+        "uuid",
+    )
+    raw_id_fields = ("board_game",)
+    search_fields = ("name", "board_game__title")
+    ordering = ("-created",)
+
+
@admin.register(BoardGame)
 class BoardGameAdmin(admin.ModelAdmin):
    date_hierarchy = "created"
--- a/vrobbler/apps/boardgames/api/serializers.py
+++ b/vrobbler/apps/boardgames/api/serializers.py
@ -20,6 +20,12 @@ class BoardGameLocationSerializer(serializers.HyperlinkedModelSerializer):
        fields = "__all__"


+class BoardGameVariantSerializer(serializers.HyperlinkedModelSerializer):
+    class Meta:
+        model = models.BoardGameVariant
+        fields = "__all__"
+
+
 class BoardGameSerializer(serializers.HyperlinkedModelSerializer):
    class Meta:
        model = models.BoardGame
--- a/vrobbler/apps/boardgames/api/views.py
+++ b/vrobbler/apps/boardgames/api/views.py
@ -22,6 +22,12 @@ class BoardGameLocationViewSet(viewsets.ModelViewSet):
    permission_classes = [permissions.IsAuthenticated]


+class BoardGameVariantViewSet(viewsets.ModelViewSet):
+    queryset = models.BoardGameVariant.objects.all().order_by("-created")
+    serializer_class = serializers.BoardGameVariantSerializer
+    permission_classes = [permissions.IsAuthenticated]
+
+
 class BoardGameViewSet(viewsets.ModelViewSet):
    queryset = models.BoardGame.objects.all().order_by("-created")
    serializer_class = serializers.BoardGameSerializer
--- a/vrobbler/apps/boardgames/management/init.py
+++ b/vrobbler/apps/boardgames/management/init.py
--- a/vrobbler/apps/boardgames/management/commands/init.py
+++ b/vrobbler/apps/boardgames/management/commands/init.py
--- a/vrobbler/apps/boardgames/management/commands/cleanup_boardgame_metadata.py
+++ b/vrobbler/apps/boardgames/management/commands/cleanup_boardgame_metadata.py
@ -0,0 +1,81 @@
+import logging
+import time
+
+from django.core.management.base import BaseCommand
+
+logger = logging.getLogger(__name__)
+
+
+class Command(BaseCommand):
+    help = "Refresh board game metadata from BGG (categories→genres, families→tags)"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--commit",
+            action="store_true",
+            help="Persist changes to the database",
+        )
+        parser.add_argument(
+            "--force",
+            action="store_true",
+            help="Update all games even if they already have a published_date",
+        )
+        parser.add_argument(
+            "--batch-size",
+            type=int,
+            default=50,
+            help="Number of games to process per batch (default: 50)",
+        )
+        parser.add_argument(
+            "--sleep",
+            type=float,
+            default=1.0,
+            help="Seconds to sleep between API calls (default: 1.0)",
+        )
+
+    def handle(self, *args, **options):
+        from boardgames.models import BoardGame
+
+        commit = options["commit"]
+        force = options["force"]
+        batch_size = options["batch_size"]
+        sleep_secs = options["sleep"]
+
+        qs = BoardGame.objects.exclude(bggeek_id__isnull=True).exclude(bggeek_id="")
+        total = qs.count()
+        self.stdout.write(f"Found {total} board games with BGG IDs")
+
+        if not commit:
+            self.stdout.write(
+                "Dry run — no API calls will be made. Use --commit to run lookups."
+            )
+            return
+
+        enriched = 0
+        skipped = 0
+
+        for batch_num, offset in enumerate(range(0, total, batch_size)):
+            batch = qs[offset : offset + batch_size]
+            for game in batch:
+                try:
+                    game.fix_metadata(force_update=force)
+                    enriched += 1
+                except Exception as e:
+                    self.stdout.write(
+                        self.style.WARNING(
+                            f"  [SKIPPED] {game.title} (BGG {game.bggeek_id}): {e}"
+                        )
+                    )
+                    skipped += 1
+                time.sleep(sleep_secs)
+
+            self.stdout.write(
+                f"  Batch {batch_num + 1}: {offset + len(batch)}/{total} — "
+                f"enriched: {enriched}, skipped: {skipped}"
+            )
+
+        self.stdout.write(
+            f"\nResults:\n"
+            f"  Games enriched: {enriched}\n"
+            f"  Games skipped:  {skipped}"
+        )
--- a/vrobbler/apps/boardgames/management/commands/convert_board_to_variants.py
+++ b/vrobbler/apps/boardgames/management/commands/convert_board_to_variants.py
@ -0,0 +1,63 @@
+import logging
+
+from django.core.management.base import BaseCommand
+
+from boardgames.utils import board_names_to_variants
+from scrobbles.models import Scrobble
+
+logger = logging.getLogger(__name__)
+
+
+class Command(BaseCommand):
+    help = "Convert existing board scrobble log 'board' keys to 'variant_ids'"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--commit",
+            action="store_true",
+            help="Persist changes to the database",
+        )
+
+    def handle(self, *args, **options):
+        commit = options.get("commit", False)
+
+        board_scrobbles = Scrobble.objects.filter(
+            board_game__isnull=False,
+            log__board__isnull=False,
+        ).exclude(log__board="")
+
+        total = board_scrobbles.count()
+        self.stdout.write(f"Found {total} scrobbles with a 'board' key in log data")
+
+        if total == 0:
+            return
+
+        updated = 0
+        for scrobble in board_scrobbles.iterator(chunk_size=100):
+            log = scrobble.log
+            board_value = log.pop("board", None)
+            if not board_value:
+                continue
+
+            variant_ids = board_names_to_variants(
+                scrobble.board_game, [board_value]
+            )
+            if variant_ids:
+                log["variant_ids"] = variant_ids
+
+            if commit:
+                Scrobble.objects.filter(pk=scrobble.pk).update(log=log)
+                updated += 1
+            else:
+                updated += 1
+
+        if commit:
+            self.stdout.write(
+                self.style.SUCCESS(
+                    f"Updated {updated} scrobbles (changes committed)"
+                )
+            )
+        else:
+            self.stdout.write(
+                f"Would update {updated} scrobbles (pass --commit to persist)"
+            )
--- a/vrobbler/apps/boardgames/management/commands/fetch_expansions.py
+++ b/vrobbler/apps/boardgames/management/commands/fetch_expansions.py
@ -0,0 +1,80 @@
+import logging
+
+from django.core.management.base import BaseCommand
+
+from boardgames.models import BoardGame
+from boardgames.sources.bgg import lookup_boardgame_from_bgg
+from boardgames.utils import fetch_and_link_expansions
+
+logger = logging.getLogger(__name__)
+
+
+class Command(BaseCommand):
+    help = "Fetch and link expansions for existing board games from BGG"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--commit",
+            action="store_true",
+            help="Persist changes to the database",
+        )
+        parser.add_argument(
+            "--bggeek-id",
+            type=str,
+            help="Only process a single game by BGG ID",
+        )
+
+    def handle(self, *args, **options):
+        commit = options.get("commit", False)
+        bggeek_id = options.get("bggeek_id")
+
+        games = (
+            BoardGame.objects.exclude(bggeek_id__isnull=True)
+            .exclude(bggeek_id="")
+            .exclude(skip_expansions=True)
+        )
+        if bggeek_id:
+            games = games.filter(bggeek_id=bggeek_id)
+
+        total = games.count()
+        self.stdout.write(f"Found {total} board games with BGG IDs")
+
+        if total == 0:
+            return
+
+        updated = 0
+        for game in games.iterator(chunk_size=100):
+            try:
+                data = lookup_boardgame_from_bgg(lookup_id=str(game.bggeek_id))
+            except Exception as e:
+                self.stdout.write(
+                    self.style.WARNING(
+                        f"Failed to fetch BGG data for {game.title} ({game.bggeek_id}): {e}"
+                    )
+                )
+                continue
+
+            expansions = data.get("expansions", [])
+            if not expansions:
+                continue
+
+            if commit:
+                fetch_and_link_expansions(game, expansions)
+                updated += 1
+                self.stdout.write(
+                    f"  Linked {len(expansions)} expansions to {game.title}"
+                )
+            else:
+                self.stdout.write(
+                    f"  Would link {len(expansions)} expansions to {game.title}"
+                )
+                updated += 1
+
+        if commit:
+            self.stdout.write(
+                self.style.SUCCESS(f"Updated {updated} games (changes committed)")
+            )
+        else:
+            self.stdout.write(
+                f"Would update {updated} games (pass --commit to persist)"
+            )
--- a/vrobbler/apps/boardgames/migrations/0016_boardgamevariant.py
+++ b/vrobbler/apps/boardgames/migrations/0016_boardgamevariant.py
@ -0,0 +1,62 @@
+# Generated by Django 4.2.29 on 2026-07-02 22:23
+
+from django.db import migrations, models
+import django.db.models.deletion
+import django_extensions.db.fields
+import uuid
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("boardgames", "0015_alter_boardgame_genre"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="BoardGameVariant",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                (
+                    "created",
+                    django_extensions.db.fields.CreationDateTimeField(
+                        auto_now_add=True, verbose_name="created"
+                    ),
+                ),
+                (
+                    "modified",
+                    django_extensions.db.fields.ModificationDateTimeField(
+                        auto_now=True, verbose_name="modified"
+                    ),
+                ),
+                ("name", models.CharField(max_length=255)),
+                ("description", models.TextField(blank=True, null=True)),
+                (
+                    "uuid",
+                    models.UUIDField(
+                        blank=True, default=uuid.uuid4, editable=False, null=True
+                    ),
+                ),
+                (
+                    "board_game",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="variants",
+                        to="boardgames.boardgame",
+                    ),
+                ),
+            ],
+            options={
+                "get_latest_by": "modified",
+                "abstract": False,
+            },
+        ),
+    ]
--- a/vrobbler/apps/boardgames/migrations/0017_boardgame_skip_expansions.py
+++ b/vrobbler/apps/boardgames/migrations/0017_boardgame_skip_expansions.py
@ -0,0 +1,18 @@
+# Generated by Django 4.2.29 on 2026-07-04 15:28
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("boardgames", "0016_boardgamevariant"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="boardgame",
+            name="skip_expansions",
+            field=models.BooleanField(default=False),
+        ),
+    ]
--- a/vrobbler/apps/boardgames/models.py
+++ b/vrobbler/apps/boardgames/models.py
@ -71,11 +71,12 @@ class BoardGameLogData(BaseLogData, LongPlayLogData):
    difficulty: Optional[int] = None
    solo: Optional[bool] = None
    two_handed: Optional[bool] = None
-    expansion_ids: Optional[int] = None
+    expansion_ids: Optional[list[int]] = None
    moves: Optional[list] = None
    rated: Optional[str] = None
    speed: Optional[str] = None
    variant: Optional[str] = None
+    variant_ids: Optional[list[int]] = None
    lichess_id: Optional[int] = None
    board: Optional[str] = None
    rounds: Optional[int] = None
@ -92,6 +93,7 @@ class BoardGameLogData(BaseLogData, LongPlayLogData):

    @classmethod
    def override_fields(cls) -> dict:
+        from boardgames.widgets import VariantSelectWidget
        from scrobbles.forms import NotesDictField

        fields = {}
@ -106,10 +108,30 @@ class BoardGameLogData(BaseLogData, LongPlayLogData):
                required=False,
                widget=forms.Select(),
            ),
+            "variant_ids": forms.ModelMultipleChoiceField(
+                queryset=BoardGameVariant.objects.all(),
+                required=False,
+                widget=VariantSelectWidget(attrs={"size": 5}),
+            ),
+            "expansion_ids": forms.ModelMultipleChoiceField(
+                queryset=BoardGame.objects.filter(
+                    expansion_for_boardgame__isnull=False
+                ),
+                required=False,
+                widget=forms.SelectMultiple(attrs={"size": 5}),
+            ),
        }
        fields.update(custom_fields)
        return fields

+    @cached_property
+    def variants(self) -> list["BoardGameVariant"]:
+        if not self.variant_ids:
+            return []
+        return list(
+            BoardGameVariant.objects.filter(id__in=self.variant_ids)
+        )
+
    @cached_property
    def location(self):
        if not self.location_id:
@ -120,7 +142,12 @@ class BoardGameLogData(BaseLogData, LongPlayLogData):
    def player_log(self) -> str:
        if self.players:
            return ", ".join(
-                [BoardGameScoreLogData(**player).__str__() for player in self.players]
+                [
+                    BoardGameScoreLogData(
+                        **{k: v for k, v in player.items() if k in BoardGameScoreLogData.__dataclass_fields__}
+                    ).__str__()
+                    for player in self.players
+                ]
            )
        return ""

@ -130,13 +157,21 @@ class BoardGameLogData(BaseLogData, LongPlayLogData):
        if self.board:
            html_parts.append(f'<div class="boardgame-board">{self.board}</div>')

+        if self.variants:
+            variant_names = ", ".join(v.name for v in self.variants)
+            html_parts.append(
+                f'<div class="boardgame-variants">Variants: {variant_names}</div>'
+            )
+
        if self.location:
            html_parts.append(f'<div class="boardgame-location">{self.location}</div>')

        if self.players:
            players_html = []
            for player_data in self.players:
-                player = BoardGameScoreLogData(**player_data)
+                player = BoardGameScoreLogData(
+                    **{k: v for k, v in player_data.items() if k in BoardGameScoreLogData.__dataclass_fields__}
+                )
                player_info = player.name
                if player.score:
                    player_info += f" ({player.score})"
@ -265,6 +300,7 @@ class BoardGame(ScrobblableMixin):
    expansion_for_boardgame = models.ForeignKey(
        "self", **BNULL, on_delete=models.DO_NOTHING
    )
+    skip_expansions = models.BooleanField(default=False)

    @property
    def subtitle(self) -> str:
@ -299,18 +335,29 @@ class BoardGame(ScrobblableMixin):
            if not data:
                data = lookup_boardgame_from_bgg(str(self.bggeek_id))

-            cover_url = data.pop("cover_url")
-            year = data.pop("year_published")
-            publisher_name = data.pop("publisher_name")
+            expansions = data.pop("expansions", [])
+            cover_url = data.pop("cover_url", "")
+            year_published = data.pop("year_published", None)
+            if year_published is None:
+                year_published = data.pop("published_year", None)
+            publisher_name = data.pop("publisher_name", "")

-            if year:
-                data["published_year"] = int(year)
+            if year_published:
+                data["published_year"] = int(year_published)

            if not data["min_players"]:
                data.pop("min_players")
            if not data["min_players"]:
                data.pop("max_players")

+            # Pop extra BGG metadata that isn't a model field
+            categories = data.pop("categories", [])
+            families = data.pop("families", [])
+            data.pop("mechanics", None)
+            data.pop("designers", None)
+            data.pop("publishers", None)
+            data.pop("publisher", None)
+
            # Fun trick for updating all fields at once
            BoardGame.objects.filter(pk=self.id).update(**data)
            self.refresh_from_db()
@ -322,10 +369,20 @@ class BoardGame(ScrobblableMixin):
            ) = BoardGamePublisher.objects.get_or_create(name=publisher_name)
            self.save()

+            for cat in categories:
+                self.genre.add(cat.strip())
+            for fam in families:
+                self.tags.add(fam.strip())
+
            # Go get cover image if the URL is present
            if cover_url and not self.cover:
                self.save_image_from_url(cover_url)

+            from boardgames.utils import fetch_and_link_expansions
+
+            if not self.skip_expansions:
+                fetch_and_link_expansions(self, expansions)
+
    def save_image_from_url(self, url):
        headers = {"User-Agent": "Vrobbler 0.11.12"}
        r = requests.get(url, headers=headers)
@ -334,7 +391,12 @@ class BoardGame(ScrobblableMixin):
            self.cover.save(fname, ContentFile(r.content), save=True)

    @classmethod
-    def find_or_create(cls, lookup_id: str, data: dict[str, Any] = {}) -> "BoardGame":
+    def find_or_create(
+        cls,
+        lookup_id: str,
+        data: dict[str, Any] = {},
+        defer_expansions: bool = False,
+    ) -> "BoardGame":
        """Given a Lookup ID (either BGG or BGA ID), return a board game object"""
        game = cls.objects.filter(bggeek_id=lookup_id).first()
        if not game:
@ -357,16 +419,19 @@ class BoardGame(ScrobblableMixin):
            else:
                bgg_data = lookup_boardgame_from_bgg(title=lookup_id)

+        expansions = bgg_data.pop("expansions", [])
        mechanics = bgg_data.pop("mechanics", [])
        designers = bgg_data.pop("designers", [])
        categories = bgg_data.pop("categories", [])
+        families = bgg_data.pop("families", [])
        publishers = bgg_data.pop("publishers", [])
        publisher = bgg_data.pop("publisher", [])
-        cover_url = bgg_data.pop("cover_url")
+        cover_url = bgg_data.pop("cover_url") or ""

        game = cls.objects.create(**bgg_data)

-        game.save_image_from_url(cover_url)
+        if cover_url:
+            game.save_image_from_url(cover_url)
        game.cooperative = data.get("cooperative", False)
        game.highest_wins = data.get("highestWins", True)
        game.no_points = data.get("noPoints", False)
@ -375,6 +440,18 @@ class BoardGame(ScrobblableMixin):
        if publisher:
            publisher, _ = BoardGamePublisher.objects.get_or_create(name=publisher)
            game.publisher = publisher
+
+        skip_expansions = (
+            game.bggeek_id is not None
+            and str(game.bggeek_id).isdigit()
+            and int(game.bggeek_id) in settings.SKIP_AUTO_EXPANSION_DOWNLOAD
+        ) or any(
+            c == "Collectible Card Games" for c in categories
+        )
+
+        if skip_expansions:
+            game.skip_expansions = True
+
        game.save()

        if designers:
@ -389,4 +466,33 @@ class BoardGame(ScrobblableMixin):
                publisher, _ = BoardGamePublisher.objects.get_or_create(name=name)
                game.publishers.add(publisher)

+        for cat in categories:
+            game.genre.add(cat.strip())
+        for fam in families:
+            game.tags.add(fam.strip())
+
+        if expansions and not game.skip_expansions:
+            if defer_expansions:
+                from boardgames.tasks import fetch_board_game_expansions
+
+                fetch_board_game_expansions.delay(game.id, expansions)
+            else:
+                from boardgames.utils import fetch_and_link_expansions
+
+                fetch_and_link_expansions(game, expansions)
+
        return game
+
+
+class BoardGameVariant(TimeStampedModel):
+    name = models.CharField(max_length=255)
+    board_game = models.ForeignKey(
+        BoardGame,
+        on_delete=models.CASCADE,
+        related_name="variants",
+    )
+    description = models.TextField(**BNULL)
+    uuid = models.UUIDField(default=uuid4, editable=False, **BNULL)
+
+    def __str__(self) -> str:
+        return f"{self.name} ({self.board_game.title})"
--- a/vrobbler/apps/boardgames/sources/bgg.py
+++ b/vrobbler/apps/boardgames/sources/bgg.py
@ -32,9 +32,13 @@ def lookup_boardgame_from_bgg(
        )
        game_dict["mechanics"] = game.mechanics
        game_dict["categories"] = game.categories
+        game_dict["families"] = game.families
        game_dict["designers"] = game.designers
        game_dict["publishers"] = game.publishers
        if game.publishers:
            game_dict["publisher"] = game.publishers[0]
+        game_dict["expansions"] = [
+            {"id": exp.id, "name": exp.name} for exp in game.expansions
+        ]

    return game_dict
--- a/vrobbler/apps/boardgames/tasks.py
+++ b/vrobbler/apps/boardgames/tasks.py
@ -0,0 +1,29 @@
+import logging
+
+from celery import shared_task
+
+logger = logging.getLogger(__name__)
+
+
+@shared_task
+def fetch_board_game_expansions(board_game_id, expansions_data):
+    from boardgames.models import BoardGame
+    from boardgames.utils import fetch_and_link_expansions
+
+    game = BoardGame.objects.filter(id=board_game_id).first()
+    if not game:
+        logger.warning(
+            "Board game not found for expansion linking",
+            extra={"board_game_id": board_game_id},
+        )
+        return
+
+    fetch_and_link_expansions(game, expansions_data)
+    logger.info(
+        "Linked expansions for board game",
+        extra={
+            "board_game_id": board_game_id,
+            "title": game.title,
+            "count": len(expansions_data),
+        },
+    )
--- a/vrobbler/apps/boardgames/templates/boardgames/widgets/variant_select.html
+++ b/vrobbler/apps/boardgames/templates/boardgames/widgets/variant_select.html
@ -0,0 +1,97 @@
+<select name="{{ widget.name }}"{% include "django/forms/widgets/attrs.html" %}>
+{% for group_name, group_choices, group_index in widget.optgroups %}
+  {% for option in group_choices %}
+    {% include option.template_name with widget=option %}
+  {% endfor %}
+{% endfor %}
+</select>
+<button type="button" class="btn btn-sm btn-outline-secondary mt-1" data-bs-toggle="modal" data-bs-target="#addVariantModal">
+  + Add variant
+</button>
+
+<div class="modal fade" id="addVariantModal" tabindex="-1" aria-hidden="true">
+  <div class="modal-dialog modal-sm">
+    <div class="modal-content">
+      <div class="modal-header">
+        <h5 class="modal-title">Add Variant</h5>
+        <button type="button" class="btn-close" data-bs-dismiss="modal"></button>
+      </div>
+      <div class="modal-body">
+        <div class="mb-3">
+          <label for="newVariantName" class="form-label">Name</label>
+          <input type="text" class="form-control" id="newVariantName" placeholder="e.g. Map A">
+        </div>
+        <div class="mb-3">
+          <label for="newVariantDescription" class="form-label">Description (optional)</label>
+          <input type="text" class="form-control" id="newVariantDescription">
+        </div>
+        <p class="text-danger d-none" id="variantError"></p>
+      </div>
+      <div class="modal-footer">
+        <button type="button" class="btn btn-secondary" data-bs-dismiss="modal">Cancel</button>
+        <button type="button" class="btn btn-primary" id="saveVariantBtn">Add</button>
+      </div>
+    </div>
+  </div>
+</div>
+
+<script>
+(function() {
+  var select = document.getElementById('{{ widget.attrs.id }}');
+  if (!select) return;
+
+  var saveBtn = document.getElementById('saveVariantBtn');
+  if (!saveBtn) return;
+
+  var modalEl = document.getElementById('addVariantModal');
+  var nameInput = document.getElementById('newVariantName');
+  var descInput = document.getElementById('newVariantDescription');
+  var errorEl = document.getElementById('variantError');
+
+  saveBtn.addEventListener('click', function() {
+    var name = nameInput.value.trim();
+    if (!name) return;
+
+    var boardGameId = select.getAttribute('data-board-game-id');
+    var ajaxUrl = select.getAttribute('data-ajax-url');
+    var csrfToken = document.querySelector('[name=csrfmiddlewaretoken]');
+    if (!csrfToken) return;
+
+    errorEl.classList.add('d-none');
+
+    fetch(ajaxUrl, {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/x-www-form-urlencoded',
+        'X-CSRFToken': csrfToken.value,
+      },
+      body: new URLSearchParams({
+        name: name,
+        description: descInput.value.trim(),
+        board_game_id: boardGameId,
+      }),
+    })
+    .then(function(r) { return r.json(); })
+    .then(function(data) {
+      if (data.error) {
+        errorEl.textContent = data.error;
+        errorEl.classList.remove('d-none');
+        return;
+      }
+      var opt = document.createElement('option');
+      opt.value = data.id;
+      opt.textContent = data.name;
+      opt.selected = true;
+      select.appendChild(opt);
+      var modal = bootstrap.Modal.getInstance(modalEl);
+      if (modal) modal.hide();
+      nameInput.value = '';
+      descInput.value = '';
+    })
+    .catch(function() {
+      errorEl.textContent = 'Failed to create variant';
+      errorEl.classList.remove('d-none');
+    });
+  });
+})();
+</script>
--- a/vrobbler/apps/boardgames/tests/init.py
+++ b/vrobbler/apps/boardgames/tests/init.py
--- a/vrobbler/apps/boardgames/tests/test_models.py
+++ b/vrobbler/apps/boardgames/tests/test_models.py
@ -0,0 +1,226 @@
+from unittest.mock import patch
+
+import pytest
+from django.contrib.auth import get_user_model
+
+from boardgames.models import BoardGame, BoardGameVariant
+
+User = get_user_model()
+
+
+@pytest.mark.django_db
+def test_board_game_variant_creation():
+    game = BoardGame.objects.create(title="Test Game")
+    variant = BoardGameVariant.objects.create(
+        name="Test Variant",
+        board_game=game,
+        description="A test variant",
+    )
+    assert variant.name == "Test Variant"
+    assert variant.board_game == game
+    assert variant.description == "A test variant"
+    assert variant.uuid is not None
+
+
+@pytest.mark.django_db
+def test_board_game_variant_str():
+    game = BoardGame.objects.create(title="Test Game")
+    variant = BoardGameVariant.objects.create(
+        name="Test Variant",
+        board_game=game,
+    )
+    assert str(variant) == "Test Variant (Test Game)"
+
+
+@pytest.mark.django_db
+def test_board_game_variant_optional_description():
+    game = BoardGame.objects.create(title="Test Game")
+    variant = BoardGameVariant.objects.create(
+        name="Test Variant",
+        board_game=game,
+    )
+    assert variant.description is None
+
+
+@pytest.mark.django_db
+def test_board_game_variant_related_name():
+    game = BoardGame.objects.create(title="Test Game")
+    variant1 = BoardGameVariant.objects.create(
+        name="Variant 1",
+        board_game=game,
+    )
+    variant2 = BoardGameVariant.objects.create(
+        name="Variant 2",
+        board_game=game,
+    )
+    assert list(game.variants.all()) == [variant1, variant2]
+
+
+@pytest.mark.django_db
+def test_board_game_variant_cascade_delete():
+    game = BoardGame.objects.create(title="Test Game")
+    variant = BoardGameVariant.objects.create(
+        name="Test Variant",
+        board_game=game,
+    )
+    game.delete()
+    assert BoardGameVariant.objects.count() == 0
+
+
+def _mock_bgg_game(bggeek_id, title, expansions=None):
+    """Build a fake BGG game object shape used by lookup_boardgame_from_bgg."""
+    class FakeGame:
+        id = bggeek_id
+        name = title
+        description = f"Description of {title}"
+        yearpublished = 2020
+        image = "https://example.com/cover.jpg"
+        minplayers = 1
+        maxplayers = 4
+        minage = 8
+        rating_average = 7.5
+        bgg_rank = 100
+        playingtime = 60
+        mechanics = []
+        categories = []
+        families = []
+        designers = []
+        publishers = []
+
+        @property
+        def expansions(self):
+            if expansions is None:
+                return []
+            return expansions
+
+    return FakeGame()
+
+
+def _mock_bgg_client(return_game):
+    """Return a callable that creates a fake BGGClient instance."""
+    class FakeBGGClient:
+        def __init__(self, access_token=None):
+            pass
+
+        def game(self, game_id=None, name=None):
+            return return_game
+
+    return FakeBGGClient()
+
+
+@pytest.mark.django_db
+@patch("boardgames.models.requests.get")
+@patch("boardgames.sources.bgg.BGGClient")
+def test_find_or_create_links_expansions(mock_bgg, mock_get):
+    exp1 = type("Thing", (), {"id": 200, "name": "Expansion 1"})()
+    exp2 = type("Thing", (), {"id": 201, "name": "Expansion 2"})()
+    base_game = _mock_bgg_game("100", "Base Game", expansions=[exp1, exp2])
+    exp1_game = _mock_bgg_game("200", "Expansion 1")
+    exp2_game = _mock_bgg_game("201", "Expansion 2")
+    mock_bgg.side_effect = [
+        _mock_bgg_client(base_game),
+        _mock_bgg_client(exp1_game),
+        _mock_bgg_client(exp2_game),
+    ]
+    mock_get.return_value.status_code = 200
+    mock_get.return_value.content = b"fake_image_data"
+
+    game = BoardGame.find_or_create("100")
+    assert game.title == "Base Game"
+
+    expansions = BoardGame.objects.filter(expansion_for_boardgame=game)
+    assert expansions.count() == 2
+    assert {e.title for e in expansions} == {"Expansion 1", "Expansion 2"}
+
+
+@pytest.mark.django_db
+@patch("boardgames.sources.bgg.BGGClient")
+def test_find_or_create_skips_expansions_for_existing_game(mock_bgg):
+    game = BoardGame.objects.create(title="Base Game", bggeek_id="100")
+    mock_bgg.assert_not_called()
+
+    result = BoardGame.find_or_create("100")
+    assert result == game
+
+
+@pytest.mark.django_db
+@patch("boardgames.models.requests.get")
+@patch("boardgames.sources.bgg.BGGClient")
+def test_fetch_and_link_expansions(mock_bgg, mock_get):
+    game = BoardGame.objects.create(title="Base Game", bggeek_id="100")
+    exp_game = _mock_bgg_game("200", "Expansion 1")
+    mock_bgg.side_effect = [_mock_bgg_client(exp_game)]
+    mock_get.return_value.status_code = 200
+    mock_get.return_value.content = b"fake_image_data"
+
+    from boardgames.utils import fetch_and_link_expansions
+
+    fetch_and_link_expansions(game, [{"id": 200, "name": "Expansion 1"}])
+
+    expansion = BoardGame.objects.get(bggeek_id="200")
+    assert expansion.expansion_for_boardgame == game
+
+
+@pytest.mark.django_db
+@patch("boardgames.models.requests.get")
+@patch("boardgames.sources.bgg.BGGClient")
+def test_fix_metadata_links_expansions(mock_bgg, mock_get):
+    game = BoardGame.objects.create(title="Base Game", bggeek_id="100")
+    exp_thing = type("Thing", (), {"id": 200, "name": "Expansion 1"})()
+    base_with_exp = _mock_bgg_game("100", "Base Game", expansions=[exp_thing])
+    exp_game = _mock_bgg_game("200", "Expansion 1")
+    # first call = fix_metadata -> lookup_boardgame_from_bgg(lookup_id='100')
+    # second call = find_or_create inside fetch_and_link_expansions for expansion
+    mock_bgg.side_effect = [
+        _mock_bgg_client(base_with_exp),
+        _mock_bgg_client(exp_game),
+    ]
+    mock_get.return_value.status_code = 200
+    mock_get.return_value.content = b"fake_image_data"
+
+    game.fix_metadata(force_update=True)
+
+    expansion = BoardGame.objects.get(bggeek_id="200")
+    assert expansion.expansion_for_boardgame == game
+
+
+@pytest.mark.django_db
+@patch("boardgames.sources.bgg.BGGClient")
+def test_management_command_fetch_expansions_dry_run(mock_bgg, capsys):
+    from django.core.management import call_command
+
+    game = BoardGame.objects.create(title="Base Game", bggeek_id="100")
+    exp_thing = type("Thing", (), {"id": 200, "name": "Expansion 1"})()
+    base_with_exp = _mock_bgg_game("100", "Base Game", expansions=[exp_thing])
+    mock_bgg.side_effect = [_mock_bgg_client(base_with_exp)]
+
+    call_command("fetch_expansions")
+    captured = capsys.readouterr()
+    assert "Would link 1 expansions" in captured.out
+
+    assert BoardGame.objects.filter(bggeek_id="200").count() == 0
+
+
+@pytest.mark.django_db
+@patch("boardgames.models.requests.get")
+@patch("boardgames.sources.bgg.BGGClient")
+def test_management_command_fetch_expansions_commit(mock_bgg, mock_get, capsys):
+    from django.core.management import call_command
+
+    game = BoardGame.objects.create(title="Base Game", bggeek_id="100")
+    exp_thing = type("Thing", (), {"id": 200, "name": "Expansion 1"})()
+    exp_game = _mock_bgg_game("200", "Expansion 1")
+    base_with_exp = _mock_bgg_game("100", "Base Game", expansions=[exp_thing])
+    mock_bgg.side_effect = [
+        _mock_bgg_client(base_with_exp),
+        _mock_bgg_client(exp_game),
+    ]
+    mock_get.return_value.status_code = 200
+    mock_get.return_value.content = b"fake_image_data"
+
+    call_command("fetch_expansions", commit=True)
+    captured = capsys.readouterr()
+    assert "Updated 1 games" in captured.out
+
+    expansion = BoardGame.objects.get(bggeek_id="200")
+    assert expansion.expansion_for_boardgame == game
--- a/vrobbler/apps/boardgames/tests/test_utils.py
+++ b/vrobbler/apps/boardgames/tests/test_utils.py
@ -0,0 +1,106 @@
+import pytest
+from django.contrib.auth import get_user_model
+
+from boardgames.models import BoardGame, BoardGameVariant
+from boardgames.utils import board_names_to_variants
+from scrobbles.models import Scrobble
+
+User = get_user_model()
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_creates_variant():
+    game = BoardGame.objects.create(title="Test Game")
+    ids = board_names_to_variants(game, ["Map A"])
+    assert len(ids) == 1
+    variant = BoardGameVariant.objects.get(id=ids[0])
+    assert variant.name == "Map A"
+    assert variant.board_game == game
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_reuses_existing():
+    game = BoardGame.objects.create(title="Test Game")
+    existing = BoardGameVariant.objects.create(
+        name="Map A", board_game=game
+    )
+    ids = board_names_to_variants(game, ["Map A"])
+    assert len(ids) == 1
+    assert ids[0] == existing.id
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_multiple_names():
+    game = BoardGame.objects.create(title="Test Game")
+    ids = board_names_to_variants(game, ["Map A", "Map B"])
+    assert len(ids) == 2
+    names = set(BoardGameVariant.objects.filter(id__in=ids).values_list("name", flat=True))
+    assert names == {"Map A", "Map B"}
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_splits_fullwidth_slash():
+    game = BoardGame.objects.create(title="Test Game")
+    ids = board_names_to_variants(game, ["Map A／Map B"])
+    assert len(ids) == 2
+    names = set(BoardGameVariant.objects.filter(id__in=ids).values_list("name", flat=True))
+    assert names == {"Map A", "Map B"}
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_skips_empty_parts():
+    game = BoardGame.objects.create(title="Test Game")
+    ids = board_names_to_variants(game, ["／Map A／"])
+    assert len(ids) == 1
+    assert BoardGameVariant.objects.get(id=ids[0]).name == "Map A"
+
+
+@pytest.mark.django_db
+def test_board_names_to_variants_different_games_independent():
+    game1 = BoardGame.objects.create(title="Game 1")
+    game2 = BoardGame.objects.create(title="Game 2")
+    ids1 = board_names_to_variants(game1, ["Map A"])
+    ids2 = board_names_to_variants(game2, ["Map A"])
+    assert ids1 != ids2
+    assert BoardGameVariant.objects.count() == 2
+
+
+@pytest.mark.django_db
+def test_management_command_dry_run(capsys):
+    from django.core.management import call_command
+
+    game = BoardGame.objects.create(title="Test Game")
+    user = User.objects.create(username="tester")
+    scrobble = Scrobble.objects.create(
+        user=user,
+        board_game=game,
+        log={"board": "Map A"},
+    )
+
+    call_command("convert_board_to_variants")
+    captured = capsys.readouterr()
+    assert "Would update 1 scrobbles" in captured.out
+
+    scrobble.refresh_from_db()
+    assert "board" in scrobble.log
+
+
+@pytest.mark.django_db
+def test_management_command_commit():
+    from django.core.management import call_command
+
+    game = BoardGame.objects.create(title="Test Game")
+    user = User.objects.create(username="tester")
+    scrobble = Scrobble.objects.create(
+        user=user,
+        board_game=game,
+        log={"board": "Map A"},
+    )
+
+    call_command("convert_board_to_variants", commit=True)
+
+    scrobble.refresh_from_db()
+    assert "board" not in scrobble.log
+    assert "variant_ids" in scrobble.log
+    variant = BoardGameVariant.objects.get(board_game=game, name="Map A")
+    assert variant.id in scrobble.log["variant_ids"]
--- a/vrobbler/apps/boardgames/urls.py
+++ b/vrobbler/apps/boardgames/urls.py
@ -20,4 +20,9 @@ urlpatterns = [
        views.BoardGamePublisherDetailView.as_view(),
        name="publisher_detail",
    ),
+    path(
+        "variants/ajax-create/",
+        views.ajax_create_variant,
+        name="ajax-create-variant",
+    ),
 ]
--- a/vrobbler/apps/boardgames/utils.py
+++ b/vrobbler/apps/boardgames/utils.py
@ -0,0 +1,69 @@
+import logging
+from typing import Any
+
+from boardgames.models import BoardGame, BoardGameVariant
+
+logger = logging.getLogger(__name__)
+
+
+def board_names_to_variants(
+    board_game: BoardGame, board_names: list[str]
+) -> list[int]:
+    """Given a board game and a list of board/scenario names, find or create
+    BoardGameVariant records and return their IDs.
+
+    Splits each name on the full-width slash ``／`` so that a single field
+    containing ``Map A／Map B`` produces two separate variants.
+    """
+    variant_ids: list[int] = []
+    for raw_name in board_names:
+        for part in raw_name.split("／"):
+            name = part.strip()
+            if not name:
+                continue
+            variant, was_created = BoardGameVariant.objects.get_or_create(
+                board_game=board_game,
+                name=name,
+            )
+            logger.debug(
+                "Resolved board variant",
+                extra={
+                    "board_game_id": board_game.id,
+                    "variant_name": name,
+                    "variant_id": variant.id,
+                    "was_created": was_created,
+                },
+            )
+            variant_ids.append(variant.id)
+    return variant_ids
+
+
+def fetch_and_link_expansions(
+    board_game: BoardGame, expansions_data: list[dict[str, Any]]
+) -> None:
+    """Given a board game and a list of expansion dicts (with 'id' and 'name'),
+    find or create each expansion BoardGame and link it via expansion_for_boardgame.
+    """
+    if board_game.skip_expansions:
+        logger.info(
+            "Skipping expansion fetch for board game with skip_expansions=True",
+            extra={"board_game_id": board_game.id, "title": board_game.title},
+        )
+        return
+
+    for exp_data in expansions_data:
+        exp_id = exp_data.get("id")
+        if not exp_id:
+            continue
+        expansion = BoardGame.find_or_create(str(exp_id))
+        if expansion and expansion.id != board_game.id:
+            expansion.expansion_for_boardgame = board_game
+            expansion.save(update_fields=["expansion_for_boardgame"])
+            logger.info(
+                "Linked expansion to board game",
+                extra={
+                    "board_game_id": board_game.id,
+                    "expansion_id": expansion.id,
+                    "expansion_name": expansion.title,
+                },
+            )
--- a/vrobbler/apps/boardgames/views.py
+++ b/vrobbler/apps/boardgames/views.py
@ -1,6 +1,9 @@
 import datetime
+
+from django.http import JsonResponse
 from django.utils import timezone
 from django.views import generic
+from django.views.decorators.http import require_POST
 from boardgames.models import BoardGame, BoardGameDesigner, BoardGamePublisher
 from scrobbles.models import Scrobble
 from scrobbles.views import (
@ -10,6 +13,38 @@ from scrobbles.views import (
 )


+@require_POST
+def ajax_create_variant(request):
+    name = request.POST.get("name", "").strip()
+    board_game_id = request.POST.get("board_game_id")
+    description = request.POST.get("description", "").strip()
+
+    if not name or not board_game_id:
+        return JsonResponse({"error": "Name and board game are required"}, status=400)
+
+    try:
+        board_game_id = int(board_game_id)
+    except (ValueError, TypeError):
+        return JsonResponse({"error": "Invalid board game"}, status=400)
+
+    from boardgames.models import BoardGameVariant
+
+    variant = BoardGameVariant.objects.filter(
+        name__iexact=name,
+        board_game_id=board_game_id,
+    ).first()
+    if variant:
+        return JsonResponse({"id": variant.id, "name": variant.name})
+
+    variant = BoardGameVariant.objects.create(
+        name=name,
+        board_game_id=board_game_id,
+        description=description or None,
+    )
+
+    return JsonResponse({"id": variant.id, "name": variant.name})
+
+
 class BoardGameListView(ScrobbleableListView):
    model = BoardGame

--- a/vrobbler/apps/boardgames/widgets.py
+++ b/vrobbler/apps/boardgames/widgets.py
@ -0,0 +1,9 @@
+from django import forms
+
+
+class VariantSelectWidget(forms.SelectMultiple):
+    template_name = "boardgames/widgets/variant_select.html"
+
+    def get_context(self, name, value, attrs):
+        context = super().get_context(name, value, attrs)
+        return context
--- a/vrobbler/apps/books/admin.py
+++ b/vrobbler/apps/books/admin.py
@ -1,8 +1,19 @@
-from books.models import Author, Book, Paper
+from books.models import Author, Book, Journal, Paper
 from django.contrib import admin
 from scrobbles.admin import ScrobbleInline


+@admin.register(Journal)
+class JournalAdmin(admin.ModelAdmin):
+    date_hierarchy = "created"
+    list_display = (
+        "title",
+        "website_url",
+    )
+    search_fields = ("title",)
+    ordering = ("-created",)
+
+
@admin.register(Author)
 class AuthorAdmin(admin.ModelAdmin):
    date_hierarchy = "created"
--- a/vrobbler/apps/books/management/commands/cleanup_book_metadata.py
+++ b/vrobbler/apps/books/management/commands/cleanup_book_metadata.py
@ -18,8 +18,17 @@ MISSING_ALL = [
    "publish_year",
 ]

+def _cover_missing_or_broken(book) -> bool:
+    if not bool(book.cover):
+        return True
+    try:
+        return not book.cover.storage.exists(book.cover.name)
+    except Exception:
+        return True
+
+
 MISSING_GROUPS = {
-    "cover": lambda b: not bool(b.cover),
+    "cover": _cover_missing_or_broken,
    "summary": lambda b: not b.summary,
    "isbn": lambda b: not b.isbn_13 and not b.isbn_10,
    "pages": lambda b: b.pages is None,
--- a/vrobbler/apps/books/migrations/0038_paper_pdf_file.py
+++ b/vrobbler/apps/books/migrations/0038_paper_pdf_file.py
@ -0,0 +1,18 @@
+# Generated by Django 4.2.29 on 2026-06-23 14:45
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("books", "0037_book_volume_book_volume_comicvine_id"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="paper",
+            name="pdf_file",
+            field=models.FileField(blank=True, null=True, upload_to="papers/pdf/"),
+        ),
+    ]
--- a/vrobbler/apps/books/migrations/0039_journal_alter_paper_journal.py
+++ b/vrobbler/apps/books/migrations/0039_journal_alter_paper_journal.py
@ -0,0 +1,92 @@
+from django.db import migrations, models
+import django.db.models.deletion
+import django_extensions.db.fields
+import uuid
+
+
+def migrate_journal_data(apps, schema_editor):
+    Paper = apps.get_model("books", "Paper")
+    Journal = apps.get_model("books", "Journal")
+    for paper in Paper.objects.all():
+        old_journal = getattr(paper, "journal", None)
+        if old_journal:
+            journal, _ = Journal.objects.get_or_create(title=str(old_journal))
+            paper._journal_tmp = journal
+            paper.save(update_fields=["_journal_tmp"])
+
+
+def reverse_migrate_journal_data(apps, schema_editor):
+    Paper = apps.get_model("books", "Paper")
+    for paper in Paper.objects.all():
+        if paper._journal_tmp:
+            paper.journal = paper._journal_tmp.title
+            paper.save(update_fields=["journal"])
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("books", "0038_paper_pdf_file"),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name="Journal",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                (
+                    "created",
+                    django_extensions.db.fields.CreationDateTimeField(
+                        auto_now_add=True, verbose_name="created"
+                    ),
+                ),
+                (
+                    "modified",
+                    django_extensions.db.fields.ModificationDateTimeField(
+                        auto_now=True, verbose_name="modified"
+                    ),
+                ),
+                (
+                    "uuid",
+                    models.UUIDField(
+                        blank=True, default=uuid.uuid4, editable=False, null=True
+                    ),
+                ),
+                ("title", models.CharField(max_length=255)),
+                ("description", models.TextField(blank=True, null=True)),
+                ("website_url", models.URLField(blank=True, max_length=500, null=True)),
+            ],
+            options={
+                "get_latest_by": "modified",
+                "abstract": False,
+            },
+        ),
+        migrations.AddField(
+            model_name="paper",
+            name="_journal_tmp",
+            field=models.ForeignKey(
+                blank=True,
+                null=True,
+                on_delete=django.db.models.deletion.DO_NOTHING,
+                to="books.journal",
+            ),
+        ),
+        migrations.RunPython(migrate_journal_data, reverse_migrate_journal_data),
+        migrations.RemoveField(
+            model_name="paper",
+            name="journal",
+        ),
+        migrations.RenameField(
+            model_name="paper",
+            old_name="_journal_tmp",
+            new_name="journal",
+        ),
+    ]
--- a/vrobbler/apps/books/models.py
+++ b/vrobbler/apps/books/models.py
@ -27,7 +27,11 @@ from books.sources.amazon import lookup_book_from_amazon
 from books.sources.openlibrary import (
    lookup_book_from_openlibrary as lookup_book_from_ol,
 )
-from books.sources.semantic import lookup_paper_from_semantic
+from books.sources.semantic import (
+    lookup_paper_from_semantic,
+    lookup_paper_from_semantic_by_doi,
+)
+from books.sources.scihub import SciHubService
 from books.utils import get_comic_issue_url
 from django.conf import settings
 from django.contrib.auth import get_user_model
@ -82,6 +86,16 @@ class BookLogData(BaseLogData, LongPlayLogData):
                return int(total_duration / len(self.page_data))


+class Journal(TimeStampedModel):
+    uuid = models.UUIDField(default=uuid4, editable=False, **BNULL)
+    title = models.CharField(max_length=255)
+    description = models.TextField(**BNULL)
+    website_url = models.URLField(max_length=500, **BNULL)
+
+    def __str__(self):
+        return self.title
+
+
 class Author(TimeStampedModel):
    name = models.CharField(max_length=255)
    uuid = models.UUIDField(default=uuid4, editable=False, **BNULL)
@ -540,6 +554,21 @@ class Book(LongPlayScrobblableMixin):
        return progress


+@dataclass
+class PaperLogData(BaseLogData):
+    @classmethod
+    def override_fields(cls) -> dict:
+        from scrobbles.forms import NotesDictField
+
+        fields = {}
+        for base in cls.mro()[1:]:
+            if hasattr(base, "override_fields"):
+                base_fields = base.override_fields()
+                fields.update(base_fields)
+        fields["notes"] = NotesDictField(required=False)
+        return fields
+
+
 class Paper(LongPlayScrobblableMixin):
    """Keeps track of Academic Papers"""

@ -559,14 +588,29 @@ class Paper(LongPlayScrobblableMixin):
    language = models.CharField(max_length=4, **BNULL)
    first_publish_year = models.IntegerField(**BNULL)
    publish_date = models.DateField(**BNULL)
-    journal = models.CharField(max_length=255, **BNULL)
+    journal = models.ForeignKey(Journal, on_delete=models.DO_NOTHING, **BNULL)
    journal_volume = models.CharField(max_length=50, **BNULL)
    abstract = models.TextField(**BNULL)
    tldr = models.CharField(max_length=255, **BNULL)
    openaccess_pdf_url = models.CharField(max_length=255, **BNULL)
+    pdf_file = models.FileField(upload_to="papers/pdf/", **BNULL)

    genre = TaggableManager(through=ObjectWithGenres, blank=True, verbose_name="Genre")

+    @property
+    def logdata_cls(self):
+        return PaperLogData
+
+    @property
+    def scihub_url(self):
+        if not self.doi_id:
+            return None
+        domain = getattr(settings, "SCIHUB_DOMAIN", "sci-hub.st")
+        return f"https://{domain}/{self.doi_id}"
+
+    def get_absolute_url(self):
+        return reverse("books:paper_detail", kwargs={"slug": self.uuid})
+
    @classmethod
    def get_from_semantic(cls, title: str, overwrite: bool = False) -> "Paper":
        paper, created = cls.objects.get_or_create(title=title)
@ -577,7 +621,7 @@ class Paper(LongPlayScrobblableMixin):

        if created or overwrite:
            author_list = []
-            author_dicts = paper_dict.pop("author_dicts")
+            author_dicts = paper_dict.pop("author_dicts", None)
            if author_dicts:
                for author_dict in author_dicts:
                    if author_dict.get("authorId"):
@ -588,8 +632,11 @@ class Paper(LongPlayScrobblableMixin):
                        if a_created:
                            author.name = author_dict.get("name")
                            author.save()
-                            # TODO enrich author?
-                            ...
+
+            journal_name = paper_dict.pop("journal_name", None)
+            if journal_name:
+                journal, _ = Journal.objects.get_or_create(title=journal_name)
+                paper.journal = journal

            for k, v in paper_dict.items():
                setattr(paper, k, v)
@ -601,3 +648,78 @@ class Paper(LongPlayScrobblableMixin):
            if genres:
                paper.genre.add(*genres)
        return paper
+
+    @classmethod
+    def find_or_create_by_doi(cls, doi_url: str) -> "Paper":
+        doi = doi_url.replace("https://doi.org/", "").split("?")[0].rstrip("/")
+        paper = cls.objects.filter(doi_id=doi).first()
+        if paper:
+            return paper
+
+        paper = cls(doi_id=doi, title=f"Paper {doi}")
+        paper.save()
+
+        from books.sources.crossref import lookup_paper_from_crossref
+
+        paper_dict = lookup_paper_from_semantic_by_doi(doi)
+        if not paper_dict or not paper_dict.get("abstract"):
+            paper_dict = lookup_paper_from_crossref(doi)
+
+        if paper_dict:
+            author_list = []
+            author_dicts = paper_dict.pop("author_dicts", None)
+            if author_dicts:
+                for author_dict in author_dicts:
+                    author_id = author_dict.get("authorId")
+                    if author_id:
+                        author, a_created = Author.objects.get_or_create(
+                            semantic_id=author_id
+                        )
+                        author_list.append(author)
+                        if a_created:
+                            author.name = author_dict.get("name")
+                            author.save()
+                    else:
+                        author_name = author_dict.get("name")
+                        if author_name:
+                            author, a_created = Author.objects.get_or_create(
+                                name=author_name
+                            )
+                            author_list.append(author)
+
+            journal_name = paper_dict.pop("journal_name", None)
+            if journal_name:
+                journal, _ = Journal.objects.get_or_create(title=journal_name)
+                paper.journal = journal
+
+            for k, v in paper_dict.items():
+                if v is not None:
+                    setattr(paper, k, v)
+            paper.save()
+
+            if author_list:
+                paper.authors.add(*author_list)
+            genres = paper_dict.pop("genres", [])
+            if genres:
+                paper.genre.add(*genres)
+
+        if not paper.pdf_file:
+            service = SciHubService()
+            if paper.openaccess_pdf_url:
+                pdf_content = service.fetch_from_url(paper.openaccess_pdf_url)
+                if pdf_content:
+                    filename = f"{doi.replace('/', '_')}.pdf"
+                    paper.pdf_file.save(filename, ContentFile(pdf_content))
+            if not paper.pdf_file:
+                try:
+                    pdf_content = service.fetch_pdf(doi)
+                    if pdf_content:
+                        filename = f"{doi.replace('/', '_')}.pdf"
+                        paper.pdf_file.save(filename, ContentFile(pdf_content))
+                except Exception as e:
+                    logger.error(
+                        "[paper] sci-hub PDF download failed",
+                        extra={"doi": doi, "error": str(e)},
+                    )
+
+        return paper
--- a/vrobbler/apps/books/sources/crossref.py
+++ b/vrobbler/apps/books/sources/crossref.py
@ -0,0 +1,149 @@
+import json
+import logging
+import re
+
+import requests
+import yake
+
+CROSSREF_WORK_URL = "https://api.crossref.org/works/{}"
+
+logger = logging.getLogger(__name__)
+
+_STOPWORDS = {
+    "this", "that", "these", "those", "the", "a", "an", "in", "on", "at",
+    "to", "for", "of", "and", "or", "is", "are", "was", "were", "be",
+    "been", "being", "have", "has", "had", "do", "does", "did", "will",
+    "would", "can", "could", "may", "might", "shall", "should", "not",
+    "no", "nor", "with", "from", "by", "as", "at", "but", "if", "because",
+    "while", "although", "however", "we", "our", "their", "its", "it",
+    "they", "them", "also", "more", "most", "new", "such", "into",
+    "across", "between", "through", "about", "after", "before", "during",
+    "within", "without", "other", "many", "some", "each", "every", "both",
+    "few", "own", "via",
+}
+
+_DROP_PHRASES = {
+    "paper", "study", "studies", "research", "introduction", "conclusion",
+    "conclusions", "background", "methods", "results", "findings",
+    "analysis", "approach", "approaches", "framework", "theory",
+    "theories", "concept", "concepts", "model", "models", "process",
+    "processes", "role", "roles", "factor", "factors", "effect",
+    "effects", "impact", "implication", "implications", "actor", "actors",
+    "article", "chapter", "section", "discussion", "review", "overview",
+    "summary", "methodology", "special issue", "implications",
+    "limitations", "findings", "purpose", "objective", "objectives",
+    "design", "setting", "participants", "sample", "data",
+    "contemporary", "little", "empirical", "theoretical",
+    "organizations", "dissent",
+}
+
+
+def _strip_jats(text: str) -> str:
+    if not text:
+        return ""
+    text = re.sub(r"</?jats:[^>]*>", "", text)
+    text = re.sub(r"^\s*Abstract\s*", "", text)
+    return text.strip()
+
+
+def _extract_genres_from_abstract(abstract: str, max_keywords: int = 8) -> list[str]:
+    if not abstract or len(abstract) < 50:
+        return []
+    kw_extractor = yake.KeywordExtractor(lan="en", n=2, top=max_keywords)
+    keywords = kw_extractor.extract_keywords(abstract)
+    genres = []
+    seen = set()
+    for kw, score in keywords:
+        kw_lower = kw.lower().strip()
+        if kw_lower in seen or kw_lower in _DROP_PHRASES:
+            continue
+        words = [w for w in kw_lower.split() if w not in _STOPWORDS]
+        cleaned = " ".join(words)
+        if not cleaned or len(cleaned) < 3 or cleaned in seen:
+            continue
+        if cleaned in _DROP_PHRASES:
+            continue
+        seen.add(cleaned)
+        genres.append(cleaned)
+    return genres
+
+
+def lookup_paper_from_crossref(doi: str) -> dict:
+    url = CROSSREF_WORK_URL.format(doi)
+    headers = {"User-Agent": "Vrobbler/1.0 (mailto:hello@example.com)"}
+    response = requests.get(url, headers=headers)
+
+    if response.status_code != 200:
+        logger.warning(
+            "Bad response from Crossref",
+            extra={"doi": doi, "status": response.status_code},
+        )
+        return {"doi_id": doi}
+
+    try:
+        data = response.json()
+    except json.JSONDecodeError:
+        return {"doi_id": doi}
+
+    msg = data.get("message", {})
+    if not msg:
+        return {"doi_id": doi}
+
+    paper_dict = {"doi_id": doi}
+
+    titles = msg.get("title", [])
+    if titles:
+        paper_dict["title"] = titles[0]
+
+    abstract = msg.get("abstract", "")
+    if abstract:
+        stripped = _strip_jats(abstract)
+        paper_dict["abstract"] = stripped
+        genres = _extract_genres_from_abstract(stripped)
+        if genres:
+            paper_dict["genres"] = genres
+
+    author_dicts = []
+    for author in msg.get("author", []):
+        given = author.get("given", "")
+        family = author.get("family", "")
+        name = f"{given} {family}".strip()
+        if not name:
+            continue
+        entry = {"name": name}
+        orcid = author.get("ORCID", "")
+        if orcid:
+            orcid_id = orcid.replace("https://orcid.org/", "")
+            entry["authorId"] = orcid_id
+        author_dicts.append(entry)
+    if author_dicts:
+        paper_dict["author_dicts"] = author_dicts
+
+    container = msg.get("container-title", [])
+    if container:
+        paper_dict["journal_name"] = container[0]
+
+    volume = msg.get("volume")
+    if volume:
+        paper_dict["journal_volume"] = volume
+
+    page = msg.get("page")
+    if page:
+        try:
+            parts = page.split("-")
+            if len(parts) == 2:
+                paper_dict["pages"] = int(parts[1]) - int(parts[0])
+        except (ValueError, IndexError):
+            pass
+
+    for date_field in ("published-print", "published-online", "created"):
+        date_data = msg.get(date_field)
+        if date_data and date_data.get("date-parts"):
+            parts = date_data["date-parts"][0]
+            if len(parts) >= 1:
+                paper_dict["first_publish_year"] = int(parts[0])
+            if len(parts) >= 3:
+                paper_dict["publish_date"] = f"{parts[0]:04d}-{parts[1]:02d}-{parts[2]:02d}"
+            break
+
+    return paper_dict
--- a/vrobbler/apps/books/sources/scihub.py
+++ b/vrobbler/apps/books/sources/scihub.py
@ -0,0 +1,142 @@
+import logging
+from typing import Optional
+from urllib.parse import urljoin
+
+import requests
+from bs4 import BeautifulSoup
+from django.conf import settings
+
+logger = logging.getLogger(__name__)
+
+SCIHUB_DOMAINS = [
+    "sci-hub.ru",
+    "sci-hub.ee",
+    "sci-hub.st",
+    "sci-hub.do",
+]
+
+
+class SciHubService:
+    def __init__(self):
+        self.session = requests.Session()
+        self.session.headers.update(
+            {
+                "User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"
+            }
+        )
+
+    def fetch_from_url(self, url: str) -> Optional[bytes]:
+        try:
+            resp = self.session.get(url, timeout=60)
+            if resp.status_code != 200:
+                logger.warning(
+                    "[pdf] URL download failed",
+                    extra={"status": resp.status_code, "url": url},
+                )
+                return None
+            if not self._looks_like_pdf(resp):
+                return None
+            return resp.content
+        except requests.RequestException as e:
+            logger.error(
+                "[pdf] URL download request failed",
+                extra={"url": url, "error": str(e)},
+            )
+            return None
+
+    def fetch_pdf(self, doi: str) -> Optional[bytes]:
+        configured_domain = getattr(settings, "SCIHUB_DOMAIN", None)
+        domains_to_try = (
+            [configured_domain] + SCIHUB_DOMAINS
+            if configured_domain and configured_domain not in SCIHUB_DOMAINS
+            else SCIHUB_DOMAINS
+        )
+
+        for domain in domains_to_try:
+            url = f"https://{domain}/{doi}"
+            logger.info(
+                "[scihub] trying domain",
+                extra={"domain": domain, "doi": doi},
+            )
+            try:
+                response = self.session.get(url, timeout=30)
+                if response.status_code != 200:
+                    continue
+
+                pdf_url = self._extract_pdf_url(response.text, url)
+                if not pdf_url:
+                    continue
+
+                pdf_response = self.session.get(pdf_url, timeout=60)
+                if pdf_response.status_code != 200:
+                    continue
+
+                if not self._looks_like_pdf(pdf_response):
+                    continue
+
+                logger.info(
+                    "[scihub] PDF downloaded successfully",
+                    extra={
+                        "domain": domain,
+                        "doi": doi,
+                        "size": len(pdf_response.content),
+                    },
+                )
+                return pdf_response.content
+            except requests.RequestException as e:
+                logger.debug(
+                    "[scihub] domain failed",
+                    extra={"domain": domain, "doi": doi, "error": str(e)},
+                )
+                continue
+
+        logger.warning(
+            "[scihub] all domains failed",
+            extra={"doi": doi, "tried": domains_to_try},
+        )
+        return None
+
+    def _looks_like_pdf(self, response: requests.Response) -> bool:
+        content_type = response.headers.get("Content-Type", "")
+        if "application/pdf" in content_type:
+            return True
+        if content_type.startswith("application/octet"):
+            return True
+        if response.url.endswith(".pdf"):
+            return True
+        return False
+
+    def _extract_pdf_url(self, html: str, page_url: str) -> Optional[str]:
+        soup = BeautifulSoup(html, "html.parser")
+
+        iframe = soup.find("iframe", {"id": "pdf"})
+        if iframe and iframe.get("src"):
+            src = iframe["src"]
+            if src.startswith("http"):
+                return src
+            return urljoin(page_url, src)
+
+        embed = soup.find("embed", {"type": "application/pdf"})
+        if embed and embed.get("src"):
+            src = embed["src"]
+            if src.startswith("http"):
+                return src
+            return urljoin(page_url, src)
+
+        download_div = soup.find("div", {"id": "download"})
+        if download_div:
+            link = download_div.find("a")
+            if link and link.get("href"):
+                href = link["href"]
+                if href.startswith("http"):
+                    return href
+                return urljoin(page_url, href)
+
+        for link in soup.find_all("a", href=True):
+            href = link["href"]
+            if ".pdf" in href:
+                if href.startswith("http"):
+                    return href
+                return urljoin(page_url, href)
+
+        return None
--- a/vrobbler/apps/books/sources/semantic.py
+++ b/vrobbler/apps/books/sources/semantic.py
@ -9,6 +9,7 @@ PAPER_SEARCH_URL = (
    "https://api.semanticscholar.org/graph/v1/paper/search/match?query={}"
 )
 PAPER_DETAIL_URL = "https://api.semanticscholar.org/graph/v1/paper/{}?fields=title,authors,url,year,abstract,externalIds,citationCount,referenceCount,journal,fieldsOfStudy,publicationDate,openAccessPdf"
+PAPER_DOI_URL = "https://api.semanticscholar.org/graph/v1/paper/DOI:{}?fields=title,authors,url,year,abstract,externalIds,citationCount,referenceCount,journal,fieldsOfStudy,publicationDate,openAccessPdf"

 logger = logging.getLogger(__name__)

@ -39,6 +40,18 @@ def lookup_paper_from_semantic(title: str) -> dict:
    if not result:
        return paper_dict

+    paper_dict.update(_parse_semantic_result(result))
+    paper_dict.setdefault("title", title)
+    if paper_dict.get("publish_date"):
+        paper_dict["publish_date"] = datetime.strptime(
+            paper_dict["publish_date"], "%Y-%m-%d"
+        )
+
+    return paper_dict
+
+
+def _parse_semantic_result(result: dict) -> dict:
+    paper_dict = {}
    page_str = result.get("journal", {}).get("pages")
    if page_str:
        try:
@ -55,12 +68,10 @@ def lookup_paper_from_semantic(title: str) -> dict:
    paper_dict["corpus_id"] = result.get("externalIds", {}).get("CorpusId")
    paper_dict["semantic_title"] = result.get("title")
    paper_dict["first_publish_year"] = result.get("year")
-    paper_dict["publish_date"] = datetime.strptime(
-        result.get("publicationDate", "1950-01-01"), "%Y-%m-%d"
-    )
+    paper_dict["publish_date"] = result.get("publicationDate")
    paper_dict["abstract"] = result.get("abstract")
    paper_dict["tldr"] = result.get("bib", {}).get("abstract")
-    paper_dict["journal"] = result.get("journal", {}).get("name")
+    paper_dict["journal_name"] = result.get("journal", {}).get("name")
    paper_dict["journal_volume"] = result.get("journal", {}).get("volume")
    paper_dict["openaccess_pdf_url"] = result.get("openAccessPdf", {}).get("url")
    paper_dict["base_run_time_seconds"] = paper_dict.get("pages", 10) * getattr(
@ -68,5 +79,19 @@ def lookup_paper_from_semantic(title: str) -> dict:
    )
    paper_dict["author_dicts"] = result.get("authors")
    paper_dict["genres"] = result.get("fieldsOfStudy")
-
+    return paper_dict
+
+
+def lookup_paper_from_semantic_by_doi(doi: str) -> dict:
+    response = get_api_result(PAPER_DOI_URL.format(doi))
+    if not response:
+        return {"doi_id": doi}
+
+    result = json.loads(response.content)
+    if not result:
+        return {"doi_id": doi}
+
+    paper_dict = _parse_semantic_result(result)
+    if not paper_dict.get("title"):
+        paper_dict["title"] = result.get("title", f"Paper {doi}")
    return paper_dict
--- a/vrobbler/apps/books/urls.py
+++ b/vrobbler/apps/books/urls.py
@ -16,4 +16,15 @@ urlpatterns = [
        views.AuthorDetailView.as_view(),
        name="author_detail",
    ),
+    path("papers/", views.PaperListView.as_view(), name="paper_list"),
+    path(
+        "papers/<slug:slug>/",
+        views.PaperDetailView.as_view(),
+        name="paper_detail",
+    ),
+    path(
+        "papers/<slug:slug>/upload_pdf/",
+        views.PaperUploadPdfView.as_view(),
+        name="paper_upload_pdf",
+    ),
 ]
--- a/vrobbler/apps/books/views.py
+++ b/vrobbler/apps/books/views.py
@ -1,5 +1,8 @@
+from django.http import HttpResponseRedirect
+from django.urls import reverse
+from django.views import View
 from django.views import generic
-from books.models import Book, Author
+from books.models import Book, Author, Paper

 from scrobbles.views import ScrobbleableListView, ScrobbleableDetailView

@ -15,3 +18,24 @@ class BookDetailView(ScrobbleableDetailView):
 class AuthorDetailView(generic.DetailView):
    model = Author
    slug_field = "uuid"
+
+
+class PaperListView(ScrobbleableListView):
+    model = Paper
+
+
+class PaperDetailView(ScrobbleableDetailView):
+    model = Paper
+
+
+class PaperUploadPdfView(View):
+    def post(self, request, slug):
+        paper = Paper.objects.filter(uuid=slug).first()
+        if not paper or not request.user.is_authenticated:
+            return HttpResponseRedirect(reverse("books:paper_detail", args=[slug]))
+
+        pdf_file = request.FILES.get("pdf_file")
+        if pdf_file:
+            paper.pdf_file.save(pdf_file.name, pdf_file)
+
+        return HttpResponseRedirect(reverse("books:paper_detail", args=[slug]))
--- a/vrobbler/apps/charts/urls.py
+++ b/vrobbler/apps/charts/urls.py
@ -3,6 +3,7 @@ from charts.views import (
    BirdsChartView,
    ChartDetailView,
    ChartRecordView,
+    MalojaChartsView,
    SpotifyTracksView,
 )
 from django.urls import path
@ -11,6 +12,7 @@ app_name = "charts"

 urlpatterns = [
    path("charts/", ChartRecordView.as_view(), name="charts-home"),
+    path("charts/maloja/", MalojaChartsView.as_view(), name="maloja-charts"),
    path("charts/spotify/", SpotifyTracksView.as_view(), name="spotify-tracks"),
    path("charts/bandcamp/", BandcampTracksView.as_view(), name="bandcamp-tracks"),
    path("charts/birds/", BirdsChartView.as_view(), name="birds-chart"),
--- a/vrobbler/apps/charts/views.py
+++ b/vrobbler/apps/charts/views.py
@ -114,175 +114,13 @@ class ChartRecordView(TemplateView):
        context["current_week"] = current_week
        context["current_day"] = current_day

-        context["chart_keys"] = {
-            "today": "Today",
-            "week": "This Week",
-            "month": "This Month",
-            "year": "This Year",
-            "all": "All Time",
-        }
-
-        context["maloja_charts"] = {
-            "artist": {
-                "today": list(
-                    self.get_charts_for_period(
-                        user,
-                        "artist",
-                        year=current_year,
-                        month=current_month,
-                        day=current_day,
-                    )
-                ),
-                "week": list(
-                    self.get_charts_for_period(
-                        user,
-                        "artist",
-                        year=current_year,
-                        week=current_week,
-                    )
-                ),
-                "month": list(
-                    self.get_charts_for_period(
-                        user,
-                        "artist",
-                        year=current_year,
-                        month=current_month,
-                    )
-                ),
-                "year": list(
-                    self.get_charts_for_period(user, "artist", year=current_year)
-                ),
-                "all": list(self.get_charts_for_period(user, "artist")),
-            },
-            "album": {
-                "today": list(
-                    self.get_charts_for_period(
-                        user,
-                        "album",
-                        year=current_year,
-                        month=current_month,
-                        day=current_day,
-                    )
-                ),
-                "week": list(
-                    self.get_charts_for_period(
-                        user, "album", year=current_year, week=current_week
-                    )
-                ),
-                "month": list(
-                    self.get_charts_for_period(
-                        user,
-                        "album",
-                        year=current_year,
-                        month=current_month,
-                    )
-                ),
-                "year": list(
-                    self.get_charts_for_period(user, "album", year=current_year)
-                ),
-                "all": list(self.get_charts_for_period(user, "album")),
-            },
-            "tv_series": {
-                "today": list(
-                    self.get_charts_for_period(
-                        user,
-                        "tv_series",
-                        year=current_year,
-                        month=current_month,
-                        day=current_day,
-                    )
-                ),
-                "week": list(
-                    self.get_charts_for_period(
-                        user,
-                        "tv_series",
-                        year=current_year,
-                        week=current_week,
-                    )
-                ),
-                "month": list(
-                    self.get_charts_for_period(
-                        user,
-                        "tv_series",
-                        year=current_year,
-                        month=current_month,
-                    )
-                ),
-                "year": list(
-                    self.get_charts_for_period(user, "tv_series", year=current_year)
-                ),
-                "all": list(self.get_charts_for_period(user, "tv_series")),
-            },
-        }
-
-        if not date_param:
-            context["period"] = "current"
-            context["year"] = current_year
-            context["month"] = current_month
-            context["month_name"] = calendar.month_name[current_month]
-            context["week"] = current_week
-            context["day"] = current_day
-
-            context["charts"] = {
-                "artist": list(
-                    self.get_charts_for_period(
-                        user, "artist", year=current_year, limit=20
-                    )
-                ),
-                "album": list(
-                    self.get_charts_for_period(
-                        user, "album", year=current_year, limit=20
-                    )
-                ),
-                "track": list(
-                    self.get_charts_for_period(
-                        user, "track", year=current_year, limit=20
-                    )
-                ),
-                "tv_series": list(
-                    self.get_charts_for_period(
-                        user, "tv_series", year=current_year, limit=20
-                    )
-                ),
-                "video": list(
-                    self.get_charts_for_period(
-                        user, "video", year=current_year, limit=20
-                    )
-                ),
-                "board_game": list(
-                    self.get_charts_for_period(
-                        user, "board_game", year=current_year, limit=20
-                    )
-                ),
-                "book": list(
-                    self.get_charts_for_period(
-                        user, "book", year=current_year, limit=20
-                    )
-                ),
-                "food": list(
-                    self.get_charts_for_period(
-                        user, "food", year=current_year, limit=20
-                    )
-                ),
-                "podcast": list(
-                    self.get_charts_for_period(
-                        user, "podcast", year=current_year, limit=20
-                    )
-                ),
-                "trail": list(
-                    self.get_charts_for_period(
-                        user, "trail", year=current_year, limit=20
-                    )
-                ),
-            }
-        else:
+        # Resolve date parameters
+        if date_param:
            parts = date_param.split("-")
            year = int(parts[0])
-
            week = None
            month = None
            day = None
-
            if len(parts) >= 2 and parts[1].startswith("W"):
                week = int(parts[1].lstrip("W"))
            elif len(parts) >= 2 and parts[1]:
@ -290,20 +128,17 @@ class ChartRecordView(TemplateView):
                    month = int(parts[1])
                except ValueError:
                    pass
-
            if len(parts) >= 3:
                if parts[2].startswith("W"):
                    week = int(parts[2].lstrip("W"))
                elif not parts[2].startswith("W"):
                    day = int(parts[2])
-
            context["period"] = "historical"
            context["year"] = year
            context["month"] = month
            context["month_name"] = calendar.month_name[month] if month else None
            context["week"] = week
            context["day"] = day
-
            period_str = str(year)
            if month:
                period_str = f"{calendar.month_name[month]} {period_str}"
@ -312,109 +147,82 @@ class ChartRecordView(TemplateView):
            if day:
                period_str = f"{calendar.month_name[month]} {day}, {year}"
            context["period_str"] = period_str
+        else:
+            year = current_year
+            month = current_month
+            week = current_week
+            day = current_day
+            context["period"] = "current"
+            context["year"] = current_year
+            context["month"] = current_month
+            context["month_name"] = calendar.month_name[current_month]
+            context["week"] = current_week
+            context["day"] = current_day

-            context["charts"] = {
-                "artist": list(
-                    self.get_charts_for_period(
-                        user,
-                        "artist",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "album": list(
-                    self.get_charts_for_period(
-                        user,
-                        "album",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "track": list(
-                    self.get_charts_for_period(
-                        user,
-                        "track",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "tv_series": list(
-                    self.get_charts_for_period(
-                        user,
-                        "tv_series",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "video": list(
-                    self.get_charts_for_period(
-                        user,
-                        "video",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "board_game": list(
-                    self.get_charts_for_period(
-                        user,
-                        "board_game",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "book": list(
-                    self.get_charts_for_period(
-                        user,
-                        "book",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "food": list(
-                    self.get_charts_for_period(
-                        user,
-                        "food",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "podcast": list(
-                    self.get_charts_for_period(
-                        user,
-                        "podcast",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-                "trail": list(
-                    self.get_charts_for_period(
-                        user,
-                        "trail",
-                        year=year,
-                        month=month,
-                        week=week,
-                        day=day,
-                    )
-                ),
-            }
+        # List-group tables default to week-level when no date param (matches active tab)
+        if not date_param:
+            list_year = current_year
+            list_month = None
+            list_week = current_week
+            list_day = None
+        else:
+            list_year = year
+            list_month = month
+            list_week = week
+            list_day = day
+
+        context["charts"] = {
+            "artist": list(
+                self.get_charts_for_period(
+                    user, "artist", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "album": list(
+                self.get_charts_for_period(
+                    user, "album", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "track": list(
+                self.get_charts_for_period(
+                    user, "track", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "tv_series": list(
+                self.get_charts_for_period(
+                    user, "tv_series", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "video": list(
+                self.get_charts_for_period(
+                    user, "video", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "board_game": list(
+                self.get_charts_for_period(
+                    user, "board_game", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "book": list(
+                self.get_charts_for_period(
+                    user, "book", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "food": list(
+                self.get_charts_for_period(
+                    user, "food", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "podcast": list(
+                self.get_charts_for_period(
+                    user, "podcast", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+            "trail": list(
+                self.get_charts_for_period(
+                    user, "trail", year=list_year, month=list_month, week=list_week, day=list_day, limit=20
+                )
+            ),
+        }

        bird_data = self.get_bird_chart_data(
            user,
@ -628,6 +436,57 @@ class ChartRecordView(TemplateView):
        }


+class MalojaChartsView(ChartRecordView):
+    """Three maloja-themed image grid widgets (artists, albums, TV series)
+    with Today/Week/Month/Year/All tabs. Each tab computes its own period
+    from the current date — no query param needed."""
+
+    template_name = "charts/maloja_charts.html"
+
+    def get_context_data(self, **kwargs):
+        context = super(ChartRecordView, self).get_context_data(**kwargs)
+        user = self.request.user
+
+        if not user.is_authenticated:
+            context["maloja_charts"] = {}
+            context["chart_keys"] = {}
+            return context
+
+        now = timezone.now()
+        now = now_user_timezone(user.profile)
+        today = now.date()
+
+        context["chart_keys"] = {
+            "today": "Today",
+            "week": "This Week",
+            "month": "This Month",
+            "year": "This Year",
+            "all": "All Time",
+        }
+
+        tab_params = {
+            "today": {"year": today.year, "month": today.month, "day": today.day},
+            "week": {"year": today.year, "week": today.isocalendar()[1]},
+            "month": {"year": today.year, "month": today.month},
+            "year": {"year": today.year},
+        }
+
+        maloja_charts = {}
+        for media_type in ("artist", "album", "tv_series"):
+            tabs = {}
+            for key in ("today", "week", "month", "year"):
+                tabs[key] = list(
+                    self.get_charts_for_period(user, media_type, **tab_params[key])
+                )
+            tabs["all"] = list(
+                self.get_charts_for_period(user, media_type)
+            )
+            maloja_charts[media_type] = tabs
+
+        context["maloja_charts"] = maloja_charts
+        return context
+
+
 MEDIA_TYPE_LABELS = {
    "artist": ("🎤", "Top Artists"),
    "album": ("💿", "Top Albums"),
--- a/vrobbler/apps/discgolf/utils.py
+++ b/vrobbler/apps/discgolf/utils.py
@ -12,7 +12,10 @@ logger = logging.getLogger(__name__)


 def _parse_udisc_datetime(raw: str) -> datetime:
-    return parse_datetime(raw)
+    dt = parse_datetime(raw)
+    if timezone.is_naive(dt):
+        return timezone.make_aware(dt)
+    return dt


 def _resolve_player(name: str, user_id: int) -> Person:
--- a/vrobbler/apps/music/management/commands/cleanup_music_metadata.py
+++ b/vrobbler/apps/music/management/commands/cleanup_music_metadata.py
@ -0,0 +1,202 @@
+import logging
+
+from django.core.management.base import BaseCommand
+from django.db import models, transaction
+
+logger = logging.getLogger(__name__)
+
+
+class Command(BaseCommand):
+    help = "Enrich artist and album metadata (covers, thumbnails) from MusicBrainz and TheAudioDB"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--force",
+            action="store_true",
+            help="Overwrite existing cover image and metadata",
+        )
+        parser.add_argument(
+            "--dry-run",
+            action="store_true",
+            help="Show what would be done without making changes",
+        )
+        parser.add_argument(
+            "--artists",
+            action="store_true",
+            help="Only process artists",
+        )
+        parser.add_argument(
+            "--albums",
+            action="store_true",
+            help="Only process albums",
+        )
+        parser.add_argument(
+            "--needs-metadata",
+            action="store_true",
+            help="Only process items missing metadata or with broken images",
+        )
+
+    def _has_broken_image(self, obj, field_name: str) -> bool:
+        field = getattr(obj, field_name, None)
+        if not field or not field.name:
+            return False
+        try:
+            return not field.storage.exists(field.name)
+        except Exception:
+            return True
+
+    def handle(self, *args, **options):
+        from music.models import Album, Artist
+
+        force = options["force"]
+        dry_run = options["dry_run"]
+        only_artists = options["artists"]
+        only_albums = options["albums"]
+        needs_metadata = options["needs_metadata"]
+
+        if not only_artists and not only_albums:
+            only_artists = only_albums = True
+
+        updated_total = 0
+        errors_total = 0
+
+        if only_artists:
+            updated_total += self._process_artists(force, dry_run, needs_metadata)
+        errors_total = 0  # reset per section
+
+        if only_albums:
+            updated_total += self._process_albums(force, dry_run, needs_metadata)
+
+        self.stdout.write(
+            self.style.SUCCESS(f"\nDone! {updated_total} items processed")
+        )
+
+    def _get_artists(self, needs_metadata: bool):
+        from music.models import Artist
+
+        qs = Artist.objects.all()
+        if needs_metadata:
+            qs = qs.filter(
+                models.Q(theaudiodb_id__isnull=True)
+                | models.Q(theaudiodb_id="")
+                | models.Q(thumbnail__isnull=True)
+                | models.Q(thumbnail="")
+            )
+
+        broken = []
+        if needs_metadata:
+            broken_qs = Artist.objects.exclude(
+                models.Q(thumbnail__isnull=True) | models.Q(thumbnail=""),
+            )
+            for artist in broken_qs.iterator():
+                if self._has_broken_image(artist, "thumbnail"):
+                    broken.append(artist)
+
+        return list(qs) + broken
+
+    def _get_albums(self, needs_metadata: bool):
+        from music.models import Album
+
+        qs = Album.objects.all()
+        if needs_metadata:
+            qs = qs.filter(
+                models.Q(cover_image__isnull=True)
+                | models.Q(cover_image="")
+                | models.Q(cover_image="default-image-replace-me")
+            )
+
+        broken = []
+        if needs_metadata:
+            broken_qs = Album.objects.exclude(
+                models.Q(cover_image__isnull=True) | models.Q(cover_image=""),
+            )
+            for album in broken_qs.iterator():
+                if self._has_broken_image(album, "cover_image"):
+                    broken.append(album)
+
+        return list(qs) + broken
+
+    def _process_artists(self, force, dry_run, needs_metadata):
+        from music.models import Artist
+
+        artists = self._get_artists(needs_metadata) if needs_metadata else list(Artist.objects.all())
+        total = len(artists)
+        self.stdout.write(f"Processing {total} artists")
+
+        if dry_run:
+            for artist in artists:
+                has_tadb = bool(artist.theaudiodb_id)
+                has_thumb = bool(artist.thumbnail)
+                thumb_broken = self._has_broken_image(artist, "thumbnail")
+                status = f"theaudiodb_id={'✓' if has_tadb else '✗'}"
+                if thumb_broken:
+                    status += ", thumbnail=BROKEN"
+                elif has_thumb:
+                    status += ", thumbnail=✓"
+                else:
+                    status += ", thumbnail=✗"
+                self.stdout.write(f"  [DRY RUN] Would fix {artist.name} ({status})")
+            return 0
+
+        updated = 0
+        errors = 0
+        for artist in artists:
+            try:
+                with transaction.atomic():
+                    artist.fix_metadata(
+                        force_update=force or self._has_broken_image(artist, "thumbnail")
+                    )
+                updated += 1
+                self.stdout.write(f"  [ARTIST {updated}/{total}] {artist.name}")
+            except Exception as e:
+                errors += 1
+                self.stdout.write(
+                    self.style.ERROR(f"  Error updating artist {artist.name}: {e}")
+                )
+
+        self.stdout.write(
+            self.style.SUCCESS(f"\nArtists done! {updated} updated, {errors} errors")
+        )
+        return updated
+
+    def _process_albums(self, force, dry_run, needs_metadata):
+        from music.models import Album
+
+        albums = self._get_albums(needs_metadata) if needs_metadata else list(Album.objects.all())
+        total = len(albums)
+        self.stdout.write(f"Processing {total} albums")
+
+        if dry_run:
+            for album in albums:
+                has_cover = bool(album.cover_image)
+                cover_broken = self._has_broken_image(album, "cover_image")
+                if cover_broken:
+                    status = "cover=BROKEN"
+                elif has_cover:
+                    status = "cover=✓"
+                else:
+                    status = "cover=✗"
+                self.stdout.write(f"  [DRY RUN] Would fix {album.name} ({status})")
+            return 0
+
+        updated = 0
+        errors = 0
+        for album in albums:
+            try:
+                with transaction.atomic():
+                    if self._has_broken_image(album, "cover_image") or force:
+                        album.fetch_artwork(force=True)
+                    else:
+                        album.fix_metadata()
+                updated += 1
+                self.stdout.write(f"  [ALBUM {updated}/{total}] {album.name}")
+            except Exception as e:
+                errors += 1
+                self.stdout.write(
+                    self.style.ERROR(f"  Error updating album {album.name}: {e}")
+                )
+
+        self.stdout.write(
+            self.style.SUCCESS(f"\nAlbums done! {updated} updated, {errors} errors")
+        )
+        return updated
--- a/vrobbler/apps/profiles/forms.py
+++ b/vrobbler/apps/profiles/forms.py
@ -42,6 +42,7 @@ class UserProfileForm(forms.ModelForm):
            "home_scrobble_limit",
            "live_now_playing",
            "weigh_in_units",
+            "trends_disabled",
        ]
        widgets = {
            "lastfm_password": forms.PasswordInput(render_value=True),
--- a/vrobbler/apps/profiles/migrations/0040_userprofile_trends_disabled.py
+++ b/vrobbler/apps/profiles/migrations/0040_userprofile_trends_disabled.py
@ -0,0 +1,27 @@
+# Generated by Django 4.2.29 on 2026-06-25 20:43
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("profiles", "0039_userprofile_live_now_playing"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="userprofile",
+            name="disabled_trends",
+            field=models.JSONField(
+                blank=True,
+                default=list,
+                help_text="List of trend slugs the user has disabled",
+            ),
+        ),
+        migrations.AddField(
+            model_name="userprofile",
+            name="trends_disabled",
+            field=models.BooleanField(default=False),
+        ),
+    ]
--- a/vrobbler/apps/profiles/models.py
+++ b/vrobbler/apps/profiles/models.py
@ -106,6 +106,14 @@ class UserProfile(TimeStampedModel):
        default=WeighUnit.METRIC,
    )

+    trends_disabled = models.BooleanField(default=False)
+
+    disabled_trends = models.JSONField(
+        default=list,
+        blank=True,
+        help_text="List of trend slugs the user has disabled",
+    )
+
    def __str__(self):
        return f"User profile for {self.user}"

--- a/vrobbler/apps/scrobbles/constants.py
+++ b/vrobbler/apps/scrobbles/constants.py
@ -14,6 +14,7 @@ LONG_PLAY_MEDIA = {
    "books": "Book",
    "bricksets": "BrickSet",
    "tasks": "Task",
+    "papers": "Paper",
 }

 # Media types that should just be finished if they go over time
@ -61,6 +62,7 @@ SCROBBLE_CONTENT_URLS = {
    "-b": ["https://www.amazon.com/"],
    "-t": ["https://app.todoist.com/app/task/{id}"],
    "-p": ["https://www.ipdb.plus/IPDb/puzzle.php?id="],
+    "-pp": ["https://doi.org/"],
    "-l": ["https://brickset.com/sets/"],
    "-c": ["https://readcomicsonline.ru"],
    "-h": ["https://www.twitch.tv/"],
@ -83,6 +85,7 @@ MANUAL_SCROBBLE_FNS = {
    "-f": "manual_scrobble_food",
    "-h": "manual_scrobble_twitch_channel",
    "-dg": "manual_scrobble_discgolf",
+    "-pp": "manual_scrobble_paper",
 }


--- a/vrobbler/apps/scrobbles/models.py
+++ b/vrobbler/apps/scrobbles/models.py
@ -1377,6 +1377,8 @@ class Scrobble(TimeStampedModel):
            media_obj = self.channel
        if self.birding_location:
            media_obj = self.birding_location
+        if self.paper:
+            media_obj = self.paper
        if self.disc_golf_course:
            media_obj = self.disc_golf_course
        return media_obj
--- a/vrobbler/apps/scrobbles/scrobblers.py
+++ b/vrobbler/apps/scrobbles/scrobblers.py
@ -8,8 +8,9 @@ import pytz
 import requests
 from beers.models import Beer
 from boardgames.models import BoardGame, BoardGameDesigner, BoardGameLocation
+from boardgames.utils import board_names_to_variants
 from books.constants import READCOMICSONLINE_URL
-from books.models import Book, BookLogData, BookPageLogData
+from books.models import Book, BookLogData, BookPageLogData, Paper
 from books.utils import parse_readcomicsonline_uri
 from bricksets.models import BrickSet
 from dateutil.parser import parse
@ -370,7 +371,7 @@ def manual_scrobble_board_game(
    source: str = "BGG",
    action: Optional[str] = None,
 ) -> Scrobble | None:
-    boardgame = BoardGame.find_or_create(bggeek_id)
+    boardgame = BoardGame.find_or_create(bggeek_id, defer_expansions=True)

    if not boardgame:
        logger.error(f"No board game found for ID {bggeek_id}")
@ -495,7 +496,9 @@ def email_scrobble_board_game(
        if play_dict.get("rounds", False):
            log_data["rounds"] = play_dict.get("rounds")
        if play_dict.get("board", False):
-            log_data["board"] = play_dict.get("board")
+            log_data["variant_ids"] = board_names_to_variants(
+                base_game, [play_dict.get("board")]
+            )

        log_data["players"] = []
        for score_dict in play_dict.get("playerScores", []):
@ -641,6 +644,8 @@ def manual_scrobble_from_url(
        item_id = "tt" + str(item_id)
    elif content_key == "-h" and "twitch.tv" in url:
        item_id = url
+    elif content_key == "-pp" and "doi.org" in url:
+        item_id = url

    scrobble_fn = MANUAL_SCROBBLE_FNS[content_key]
    return eval(scrobble_fn)(item_id, user_id, source=source, action=action)
@ -995,6 +1000,38 @@ def manual_scrobble_task(
    return scrobble


+def manual_scrobble_paper(
+    doi_url: str,
+    user_id: int,
+    source: str = "Bookmarklet",
+    action: Optional[str] = None,
+):
+    paper = Paper.find_or_create_by_doi(doi_url)
+
+    scrobble_dict = {
+        "user_id": user_id,
+        "timestamp": timezone.now(),
+        "playback_position_seconds": 0,
+        "source": source,
+    }
+    logger.info(
+        "[vrobbler-scrobble] paper scrobble request received",
+        extra={
+            "paper_id": paper.id,
+            "user_id": user_id,
+            "scrobble_dict": scrobble_dict,
+            "media_type": Scrobble.MediaType.PAPER,
+        },
+    )
+
+    scrobble = Scrobble.create_or_update(paper, user_id, scrobble_dict)
+
+    if action == "stop":
+        scrobble.stop(force_finish=True)
+
+    return scrobble
+
+
 def manual_scrobble_webpage(
    url: str,
    user_id: int,
--- a/vrobbler/apps/scrobbles/views.py
+++ b/vrobbler/apps/scrobbles/views.py
@ -33,7 +33,7 @@ from django.http import (
    JsonResponse,
 )
 from django.shortcuts import get_object_or_404, redirect
-from django.urls import reverse_lazy
+from django.urls import reverse, reverse_lazy
 from django.utils import timezone
 from django.utils.dateformat import DateFormat
 from django.views.decorators.csrf import csrf_exempt
@ -610,7 +610,12 @@ class ManualScrobbleView(FormView):
        item_str = form.cleaned_data.get("item_id")
        logger.debug(f"Looking for scrobblable media with input {item_str}")

-        key, item_id = item_str[:2], item_str[3:]
+        if len(item_str) > 2 and item_str[:3] in MANUAL_SCROBBLE_FNS:
+            key = item_str[:3]
+            item_id = item_str[4:]
+        else:
+            key = item_str[:2]
+            item_id = item_str[3:]
        scrobble_fn = MANUAL_SCROBBLE_FNS[key]
        scrobble = eval(scrobble_fn)(item_id, self.request.user.id)

@ -1230,6 +1235,28 @@ class ScrobbleDetailView(DetailView):
    def get_form_class(self):
        return self.object.media_obj.logdata_cls().form()

+    def _update_board_game_widgets(self, form):
+        from boardgames.models import BoardGame
+
+        if not isinstance(self.object.media_obj, BoardGame):
+            return
+
+        if "expansion_ids" in form.fields:
+            expansions = BoardGame.objects.filter(
+                expansion_for_boardgame=self.object.media_obj
+            )
+            form.fields["expansion_ids"].queryset = expansions
+
+        if "variant_ids" in form.fields:
+            form.fields["variant_ids"].widget.attrs["data-board-game-id"] = (
+                self.object.media_obj.id
+            )
+            form.fields["variant_ids"].widget.attrs["data-ajax-url"] = (
+                self.request.build_absolute_uri(
+                    reverse("boardgames:ajax-create-variant")
+                )
+            )
+
    def get_form(self):
        FormClass = self.get_form_class()

@ -1240,12 +1267,15 @@ class ScrobbleDetailView(DetailView):
        else:
            log["notes"] = self.object.logdata.notes_as_str(separator="\n")

-        return FormClass(initial=log)
+        form = FormClass(initial=log)
+        self._update_board_game_widgets(form)
+        return form

    def post(self, request, *args, **kwargs):
        self.object = self.get_object()
        FormClass = self.get_form_class()
        form = FormClass(request.POST)
+        self._update_board_game_widgets(form)

        if form.is_valid():
            data = form.cleaned_data.copy()
@ -1258,6 +1288,12 @@ class ScrobbleDetailView(DetailView):
            if data.get("with_people_ids") is not None:
                data["with_people_ids"] = [p.id for p in data["with_people_ids"]]

+            if data.get("expansion_ids") is not None:
+                data["expansion_ids"] = [e.id for e in data["expansion_ids"]]
+
+            if data.get("variant_ids") is not None:
+                data["variant_ids"] = [v.id for v in data["variant_ids"]]
+
            if data.get("mood_reason_ids") is not None:
                data["mood_reason_ids"] = [r.id for r in data["mood_reason_ids"]]

--- a/vrobbler/apps/trends/management/commands/compute_trends.py
+++ b/vrobbler/apps/trends/management/commands/compute_trends.py
@ -38,15 +38,36 @@ class Command(BaseCommand):
        overall_start = timezone.now()
        ok_count = 0
        fail_count = 0
+        skipped_count = 0

        for user in users:
-            total_trends = len(TREND_REGISTRY)
-            self.stdout.write(f"  {user} ({user.id}): {total_trends} trends...")
+            try:
+                profile = user.profile
+                if profile.trends_disabled:
+                    self.stdout.write(
+                        self.style.WARNING(
+                            f"  {user} ({user.id}): trends disabled globally, skipping"
+                        )
+                    )
+                    skipped_count += len(TREND_REGISTRY)
+                    continue
+                disabled_trends = set(profile.disabled_trends or [])
+            except Exception:
+                disabled_trends = set()
+
+            active_slugs = [
+                s for s in TREND_REGISTRY if s not in disabled_trends
+            ]
+            total_trends = len(active_slugs)
+            self.stdout.write(
+                f"  {user} ({user.id}): {total_trends} trends ("
+                f"{len(disabled_trends & set(TREND_REGISTRY.keys()))} disabled)..."
+            )
            user_start = timezone.now()
            user_ok = 0
            user_fail = 0

-            for idx, (slug, _) in enumerate(TREND_REGISTRY.items(), start=1):
+            for idx, slug in enumerate(active_slugs, start=1):
                periods = get_supported_periods(slug)
                self.stdout.write(f"    [{idx}/{total_trends}] {slug}...\n")
                for period in periods:
@ -76,7 +97,7 @@ class Command(BaseCommand):
        overall_elapsed = (timezone.now() - overall_start).total_seconds()
        self.stdout.write(
            self.style.SUCCESS(
-                f"Done! {ok_count} OK, {fail_count} failed "
+                f"Done! {ok_count} OK, {fail_count} failed, {skipped_count} skipped "
                f"({overall_elapsed:.1f}s across {total_users} user(s))"
            )
        )
--- a/vrobbler/apps/trends/tasks.py
+++ b/vrobbler/apps/trends/tasks.py
@ -26,7 +26,17 @@ def compute_user_trends(user_id):
        logger.warning("User %s not found, skipping trends", user_id)
        return

-    total = len(TREND_REGISTRY)
+    try:
+        profile = user.profile
+        if profile.trends_disabled:
+            logger.info("User %s (%d) has trends disabled, skipping", user, user_id)
+            return
+        disabled = set(profile.disabled_trends or [])
+    except Exception:
+        disabled = set()
+
+    active_slugs = [s for s in TREND_REGISTRY if s not in disabled]
+    total = len(active_slugs)
    logger.info(
        "Computing %d trends for user %s (%d)",
        total,
@ -34,7 +44,7 @@ def compute_user_trends(user_id):
        user_id,
    )

-    for idx, (slug, _) in enumerate(TREND_REGISTRY.items(), start=1):
+    for idx, slug in enumerate(active_slugs, start=1):
        compute_single_trend.delay(user_id, slug)

    logger.info("Dispatched all %d trends for user %s (%d)", total, user, user_id)
@ -52,6 +62,21 @@ def compute_single_trend(user_id, slug):
        logger.warning("Unknown trend slug '%s' for user %d", slug, user_id)
        return

+    try:
+        profile = user.profile
+        if profile.trends_disabled:
+            logger.info(
+                "User %d has trends disabled, skipping '%s'", user_id, slug
+            )
+            return
+        if slug in (profile.disabled_trends or []):
+            logger.info(
+                "User %d has trend '%s' disabled, skipping", user_id, slug
+            )
+            return
+    except Exception:
+        pass
+
    periods = get_supported_periods(slug)

    for period in periods:
--- a/vrobbler/apps/trends/templates/trends/_activity_distribution.html
+++ b/vrobbler/apps/trends/templates/trends/_activity_distribution.html
@ -1,45 +1,78 @@
 <div class="row">
  <div class="col-12">
    {% if data.distribution %}
+    {{ data.distribution|json_script:"activity-distribution-data" }}
    <p class="text-muted mb-3">
      Total scrobbles{% if current_period_label %} ({{ current_period_label }}){% endif %}: <strong>{{ data.total_count }}</strong>
    </p>
-    <div class="table-responsive">
-      <table class="table table-striped table-sm">
-        <thead>
-          <tr>
-            <th>Media Type</th>
-            <th class="text-end">Total</th>
-            <th class="text-end">Completed</th>
-            <th class="text-end">%</th>
-            <th>Distribution</th>
-          </tr>
-        </thead>
-        <tbody>
-          {% with max=data.distribution.0.count %}
-          {% for entry in data.distribution %}
-          <tr>
-            <td>{{ entry.media_type }}</td>
-            <td class="text-end">{{ entry.count }}</td>
-            <td class="text-end">{{ entry.completed }}</td>
-            <td class="text-end">{{ entry.pct }}%</td>
-            <td style="width: 30%;">
-              {% if max > 0 %}
-              <div class="progress" style="height: 12px;">
-                <div class="progress-bar" role="progressbar"
-                     style="width: {{ entry.pct }}%;"
-                     aria-valuenow="{{ entry.count }}"
-                     aria-valuemin="0" aria-valuemax="{{ max }}">
-                </div>
-              </div>
-              {% endif %}
-            </td>
-          </tr>
-          {% endfor %}
-          {% endwith %}
-        </tbody>
-      </table>
-    </div>
+    <canvas id="activityDistChart" width="700" style="max-width:100%;"></canvas>
+    <script>
+    (function() {
+      var el = document.getElementById('activity-distribution-data');
+      if (!el) return;
+      var data = JSON.parse(el.textContent);
+      if (!data.length) return;
+      var canvas = document.getElementById('activityDistChart');
+      var ctx = canvas.getContext('2d');
+      var W = canvas.width;
+      var rowH = 34;
+      var labelW = 140;
+      var barLeft = labelW + 8;
+      var barRight = W - 80;
+      var barMaxW = barRight - barLeft;
+      var padTop = 8;
+
+      var maxCount = data[0].count;
+
+      // Set canvas height based on data
+      canvas.height = data.length * rowH + padTop;
+
+      function roundRect(x, y, w, h, r) {
+        ctx.beginPath();
+        ctx.moveTo(x + r, y);
+        ctx.lineTo(x + w - r, y);
+        ctx.quadraticCurveTo(x + w, y, x + w, y + r);
+        ctx.lineTo(x + w, y + h - r);
+        ctx.quadraticCurveTo(x + w, y + h, x + w - r, y + h);
+        ctx.lineTo(x + r, y + h);
+        ctx.quadraticCurveTo(x, y + h, x, y + h - r);
+        ctx.lineTo(x, y + r);
+        ctx.quadraticCurveTo(x, y, x + r, y);
+        ctx.closePath();
+      }
+
+      data.forEach(function(entry, i) {
+        var y = padTop + i * rowH;
+        var pct = entry.count / maxCount;
+        var barW = pct * barMaxW;
+
+        // Label
+        ctx.fillStyle = '#374151';
+        ctx.font = '13px sans-serif';
+        ctx.textAlign = 'right';
+        ctx.textBaseline = 'middle';
+        ctx.fillText(entry.media_type, labelW - 6, y + rowH / 2);
+
+        // Bar background
+        ctx.fillStyle = '#f3f4f6';
+        roundRect(barLeft, y + 4, barMaxW, rowH - 8, 4);
+        ctx.fill();
+
+        // Bar fill — green (top) to red (bottom)
+        var hue = 120 * (1 - i / (data.length - 1 || 1));
+        ctx.fillStyle = 'hsl(' + hue + ', 65%, 50%)';
+        roundRect(barLeft, y + 4, Math.max(barW, 2), rowH - 8, 4);
+        ctx.fill();
+
+        // Count + percentage label on the right
+        ctx.fillStyle = '#374151';
+        ctx.font = 'bold 13px sans-serif';
+        ctx.textAlign = 'left';
+        ctx.textBaseline = 'middle';
+        ctx.fillText(entry.count + ' (' + entry.pct + '%)', barRight + 6, y + rowH / 2);
+      });
+    })();
+    </script>
    {% else %}
    <p class="text-muted">No activity data found.</p>
    {% endif %}
--- a/vrobbler/apps/trends/templates/trends/_mood_distribution.html
+++ b/vrobbler/apps/trends/templates/trends/_mood_distribution.html
@ -1,43 +1,74 @@
 <div class="row">
  <div class="col-12">
    {% if data.moods %}
+    {{ data.moods|json_script:"mood-distribution-data" }}
    <p class="text-muted mb-3">
      Total mood check-ins{% if current_period_label %} ({{ current_period_label }}){% endif %}: <strong>{{ data.total }}</strong>
      &middot; Positive: <strong>{{ data.positive_count }}</strong>
      &middot; Negative: <strong>{{ data.negative_count }}</strong>
    </p>
-    <div class="table-responsive">
-      <table class="table table-striped table-sm">
-        <thead>
-          <tr>
-            <th>Mood</th>
-            <th class="text-end">Count</th>
-            <th>Distribution</th>
-          </tr>
-        </thead>
-        <tbody>
-          {% with max=data.moods.0.count %}
-          {% for entry in data.moods %}
-          <tr>
-            <td>{{ entry.mood }}</td>
-            <td class="text-end">{{ entry.count }}</td>
-            <td style="width: 40%;">
-              {% if max > 0 %}
-              <div class="progress" style="height: 12px;">
-                <div class="progress-bar" role="progressbar"
-                     style="width: {% widthratio entry.count max 100 %}%;"
-                     aria-valuenow="{{ entry.count }}"
-                     aria-valuemin="0" aria-valuemax="{{ max }}">
-                </div>
-              </div>
-              {% endif %}
-            </td>
-          </tr>
-          {% endfor %}
-          {% endwith %}
-        </tbody>
-      </table>
-    </div>
+    <canvas id="moodDistChart" width="700" style="max-width:100%;"></canvas>
+    <script>
+    (function() {
+      var el = document.getElementById('mood-distribution-data');
+      if (!el) return;
+      var data = JSON.parse(el.textContent);
+      if (!data.length) return;
+      var canvas = document.getElementById('moodDistChart');
+      var ctx = canvas.getContext('2d');
+      var rowH = 34;
+      var labelW = 140;
+      var barLeft = labelW + 8;
+      var barRight = canvas.width - 80;
+      var barMaxW = barRight - barLeft;
+      var padTop = 8;
+
+      canvas.height = data.length * rowH + padTop;
+
+      var maxCount = data[0].count;
+
+      function roundRect(x, y, w, h, r) {
+        ctx.beginPath();
+        ctx.moveTo(x + r, y);
+        ctx.lineTo(x + w - r, y);
+        ctx.quadraticCurveTo(x + w, y, x + w, y + r);
+        ctx.lineTo(x + w, y + h - r);
+        ctx.quadraticCurveTo(x + w, y + h, x + w - r, y + h);
+        ctx.lineTo(x + r, y + h);
+        ctx.quadraticCurveTo(x, y + h, x, y + h - r);
+        ctx.lineTo(x, y + r);
+        ctx.quadraticCurveTo(x, y, x + r, y);
+        ctx.closePath();
+      }
+
+      data.forEach(function(entry, i) {
+        var y = padTop + i * rowH;
+        var pct = entry.count / maxCount;
+        var barW = pct * barMaxW;
+
+        ctx.fillStyle = '#374151';
+        ctx.font = '13px sans-serif';
+        ctx.textAlign = 'right';
+        ctx.textBaseline = 'middle';
+        ctx.fillText(entry.mood, labelW - 6, y + rowH / 2);
+
+        ctx.fillStyle = '#f3f4f6';
+        roundRect(barLeft, y + 4, barMaxW, rowH - 8, 4);
+        ctx.fill();
+
+        var hue = 120 * (1 - i / (data.length - 1 || 1));
+        ctx.fillStyle = 'hsl(' + hue + ', 65%, 50%)';
+        roundRect(barLeft, y + 4, Math.max(barW, 2), rowH - 8, 4);
+        ctx.fill();
+
+        ctx.fillStyle = '#374151';
+        ctx.font = 'bold 13px sans-serif';
+        ctx.textAlign = 'left';
+        ctx.textBaseline = 'middle';
+        ctx.fillText('' + entry.count, barRight + 6, y + rowH / 2);
+      });
+    })();
+    </script>
    {% else %}
    <p class="text-muted">No mood distribution data found.</p>
    {% endif %}
--- a/vrobbler/apps/trends/templates/trends/_mood_trajectory.html
+++ b/vrobbler/apps/trends/templates/trends/_mood_trajectory.html
@ -1,37 +1,105 @@
 <div class="row">
  <div class="col-12">
    {% if data.trajectory %}
-    <div class="table-responsive">
-      <table class="table table-striped table-sm">
-        <thead>
-          <tr>
-            <th>Date</th>
-            <th class="text-end">Avg Quality</th>
-            <th class="text-end">Check-ins</th>
-            <th>Mood Bar</th>
-          </tr>
-        </thead>
-        <tbody>
-          {% for entry in data.trajectory %}
-          <tr>
-            <td>{{ entry.date }}</td>
-            <td class="text-end">{{ entry.avg_quality }}</td>
-            <td class="text-end">{{ entry.count }}</td>
-            <td style="width: 40%;">
-              <div class="progress" style="height: 16px;">
-                <div class="progress-bar {% if entry.avg_quality >= 5 %}bg-success{% elif entry.avg_quality >= 4 %}bg-info{% elif entry.avg_quality >= 3 %}bg-warning{% else %}bg-danger{% endif %}"
-                     role="progressbar"
-                     style="width: {% widthratio entry.avg_quality 7 100 %}%;"
-                     aria-valuenow="{{ entry.avg_quality }}"
-                     aria-valuemin="1" aria-valuemax="7">
-                </div>
-              </div>
-            </td>
-          </tr>
-          {% endfor %}
-        </tbody>
-      </table>
+    {{ data.trajectory|json_script:"mood-trajectory-data" }}
+    <div class="d-flex flex-column align-items-center">
+      <canvas id="moodTrajectoryChart" width="700" height="300" style="max-width:100%;"></canvas>
+      <div class="d-flex gap-4 mt-2 small text-muted">
+        <span>← Earlier</span>
+        <span>Later →</span>
+      </div>
    </div>
+    <script>
+    (function() {
+      var el = document.getElementById('mood-trajectory-data');
+      if (!el) return;
+      var data = JSON.parse(el.textContent);
+      if (!data.length) return;
+      var canvas = document.getElementById('moodTrajectoryChart');
+      var ctx = canvas.getContext('2d');
+      var W = canvas.width, H = canvas.height;
+      var pad = { top: 20, right: 20, bottom: 30, left: 40 };
+      var plotW = W - pad.left - pad.right;
+      var plotH = H - pad.top - pad.bottom;
+
+      var yMin = 1, yMax = 7;
+      var yRange = yMax - yMin;
+      var maxCount = data.reduce(function(m, d) { return Math.max(m, d.count); }, 0);
+
+      function xPos(i) {
+        return pad.left + (i / (data.length - 1 || 1)) * plotW;
+      }
+      function yPos(val) {
+        return pad.top + (1 - (val - yMin) / yRange) * plotH;
+      }
+
+      // Background grid
+      ctx.strokeStyle = '#e5e7eb';
+      ctx.lineWidth = 0.5;
+      for (var q = 1; q <= 7; q++) {
+        var y = yPos(q);
+        ctx.beginPath();
+        ctx.moveTo(pad.left, y);
+        ctx.lineTo(W - pad.right, y);
+        ctx.stroke();
+        ctx.fillStyle = '#9ca3af';
+        ctx.font = '11px sans-serif';
+        ctx.textAlign = 'right';
+        ctx.fillText(q.toFixed(1), pad.left - 5, y + 4);
+      }
+
+      // Reference line at neutral (4)
+      var neutralY = yPos(4);
+      ctx.strokeStyle = '#d1d5db';
+      ctx.lineWidth = 1;
+      ctx.setLineDash([4, 4]);
+      ctx.beginPath();
+      ctx.moveTo(pad.left, neutralY);
+      ctx.lineTo(W - pad.right, neutralY);
+      ctx.stroke();
+      ctx.setLineDash([]);
+      ctx.fillStyle = '#9ca3af';
+      ctx.font = '11px sans-serif';
+      ctx.textAlign = 'left';
+      ctx.fillText('neutral', W - pad.right + 4, neutralY + 4);
+
+      // Line chart
+      ctx.beginPath();
+      data.forEach(function(d, i) {
+        var x = xPos(i);
+        var y = yPos(d.avg_quality);
+        if (i === 0) ctx.moveTo(x, y);
+        else ctx.lineTo(x, y);
+      });
+      ctx.strokeStyle = '#6366f1';
+      ctx.lineWidth = 2.5;
+      ctx.lineJoin = 'round';
+      ctx.stroke();
+
+      // Gradient fill below the line
+      var gradient = ctx.createLinearGradient(0, pad.top, 0, H - pad.bottom);
+      gradient.addColorStop(0, 'rgba(99, 102, 241, 0.25)');
+      gradient.addColorStop(1, 'rgba(99, 102, 241, 0.02)');
+      ctx.lineTo(xPos(data.length - 1), yPos(yMin));
+      ctx.lineTo(xPos(0), yPos(yMin));
+      ctx.closePath();
+      ctx.fillStyle = gradient;
+      ctx.fill();
+
+      // Dots
+      data.forEach(function(d, i) {
+        var x = xPos(i);
+        var y = yPos(d.avg_quality);
+        ctx.beginPath();
+        ctx.arc(x, y, 3.5, 0, 2 * Math.PI);
+        ctx.fillStyle = '#6366f1';
+        ctx.fill();
+        ctx.strokeStyle = '#fff';
+        ctx.lineWidth = 1.5;
+        ctx.stroke();
+      });
+    })();
+    </script>
    {% else %}
    <p class="text-muted">No mood check-in data found.</p>
    {% endif %}
--- a/vrobbler/apps/trends/templates/trends/_peak_hours.html
+++ b/vrobbler/apps/trends/templates/trends/_peak_hours.html
@ -1,50 +1,90 @@
 <div class="row">
  <div class="col-12">
    {% if data.hours %}
-    <div class="table-responsive">
-      <table class="table table-striped table-sm">
-        <thead>
-          <tr>
-            <th>Hour</th>
-            <th class="text-end">Scrobbles</th>
-            <th>Distribution</th>
-          </tr>
-        </thead>
-        <tbody>
-          {% with total=data.hours|dictsortreversed:"count"|first %}
-          {% with max_count=total.count %}
-          {% for entry in data.hours %}
-          <tr>
-            <td>
-              {% if entry.hour == 0 %}
-              12 AM
-              {% elif entry.hour < 12 %}
-              {{ entry.hour }} AM
-              {% elif entry.hour == 12 %}
-              12 PM
-              {% else %}
-              {{ entry.hour|add:"-12" }} PM
-              {% endif %}
-            </td>
-            <td class="text-end">{{ entry.count }}</td>
-            <td style="width: 40%;">
-              {% if max_count > 0 %}
-              <div class="progress" style="height: 12px;">
-                <div class="progress-bar" role="progressbar"
-                     style="width: {{ entry.count|floatformat:0 }}%;"
-                     aria-valuenow="{{ entry.count }}"
-                     aria-valuemin="0" aria-valuemax="{{ max_count }}">
-                </div>
-              </div>
-              {% endif %}
-            </td>
-          </tr>
-          {% endfor %}
-          {% endwith %}
-          {% endwith %}
-        </tbody>
-      </table>
+    {{ data.hours|json_script:"peak-hours-data" }}
+    <div class="d-flex flex-wrap align-items-start justify-content-center gap-4">
+      <div>
+        <canvas id="peakHoursChart" width="300" height="300" style="max-width:100%;"></canvas>
+      </div>
+      <div class="table-responsive" style="max-height:360px; overflow-y:auto;">
+        <table class="table table-sm table-borderless mb-0" id="peakHoursLegend">
+          <thead>
+            <tr>
+              <th style="width:14px; padding-right:0;"></th>
+              <th>Hour</th>
+              <th class="text-end">Scrobbles</th>
+            </tr>
+          </thead>
+          <tbody>
+            {% for entry in data.hours %}
+            <tr>
+              <td class="p-1 text-center">
+                <span class="legend-swatch" data-idx="{{ forloop.counter0 }}" style="display:inline-block; width:12px; height:12px; border-radius:2px;"></span>
+              </td>
+              <td>
+                {% if entry.hour == 0 %}
+                  12 AM
+                {% elif entry.hour < 12 %}
+                  {{ entry.hour }} AM
+                {% elif entry.hour == 12 %}
+                  12 PM
+                {% else %}
+                  {{ entry.hour|add:"-12" }} PM
+                {% endif %}
+              </td>
+              <td class="text-end">{{ entry.count }}</td>
+            </tr>
+            {% endfor %}
+          </tbody>
+        </table>
+      </div>
    </div>
+    <script>
+    (function() {
+      var dataEl = document.getElementById('peak-hours-data');
+      if (!dataEl) return;
+      var data = JSON.parse(dataEl.textContent);
+      var total = data.reduce(function(s, h) { return s + h.count; }, 0) || 1;
+      var canvas = document.getElementById('peakHoursChart');
+      if (!canvas) return;
+      var ctx = canvas.getContext('2d');
+      var cx = canvas.width / 2;
+      var cy = canvas.height / 2;
+      var radius = Math.min(cx, cy) - 10;
+      var startAngle = -Math.PI / 2;
+
+      var minCount = data.reduce(function(m, h) { return Math.min(m, h.count); }, Infinity);
+      var maxCount = data.reduce(function(m, h) { return Math.max(m, h.count); }, 0);
+      var range = maxCount - minCount || 1;
+
+      function countToHue(count) {
+        var t = (count - minCount) / range;
+        return 120 * t;
+      }
+
+      data.forEach(function(entry, i) {
+        var sliceAngle = (entry.count / total) * 2 * Math.PI;
+        var hue = countToHue(entry.count);
+        ctx.beginPath();
+        ctx.moveTo(cx, cy);
+        ctx.arc(cx, cy, radius, startAngle, startAngle + sliceAngle);
+        ctx.closePath();
+        ctx.fillStyle = 'hsl(' + hue + ', 70%, 50%)';
+        ctx.fill();
+        ctx.strokeStyle = '#fff';
+        ctx.lineWidth = 1.5;
+        ctx.stroke();
+        startAngle += sliceAngle;
+      });
+
+      document.querySelectorAll('.legend-swatch').forEach(function(el) {
+        var idx = parseInt(el.getAttribute('data-idx'), 10);
+        var entry = data[idx];
+        var hue = countToHue(entry.count);
+        el.style.backgroundColor = 'hsl(' + hue + ', 70%, 50%)';
+      });
+    })();
+    </script>
    {% else %}
    <p class="text-muted">No activity data found.</p>
    {% endif %}
--- a/vrobbler/apps/trends/templates/trends/_time_of_day_categories.html
+++ b/vrobbler/apps/trends/templates/trends/_time_of_day_categories.html
@ -0,0 +1,79 @@
+<div class="row">
+  <div class="col-12">
+    {% if data.total and data.total > 0 %}
+    <div class="mb-4">
+      {% for slug, info in data.categories.items %}
+        {% if forloop.first %}
+        <div class="card text-center border-0 bg-light mb-3">
+          <div class="card-body py-4">
+            {% if slug == "early_bird" %}
+              <div class="display-1">🌅</div>
+            {% elif slug == "day_jay" %}
+              <div class="display-1">☀️</div>
+            {% else %}
+              <div class="display-1">🌙</div>
+            {% endif %}
+            <h3 class="mt-2">{{ info.label }}</h3>
+            <div class="display-4 fw-bold">{{ info.pct }}%</div>
+            <div class="text-muted">{{ info.count }} scrobbles</div>
+          </div>
+        </div>
+        {% else %}
+        <div class="card text-center border-0 bg-light mb-2">
+          <div class="card-body py-2 d-flex align-items-center justify-content-between px-4">
+            <div class="d-flex align-items-center gap-3">
+              {% if slug == "early_bird" %}
+                <span style="font-size:1.5rem;">🌅</span>
+              {% elif slug == "day_jay" %}
+                <span style="font-size:1.5rem;">☀️</span>
+              {% else %}
+                <span style="font-size:1.5rem;">🌙</span>
+              {% endif %}
+              <h5 class="mb-0">{{ info.label }}</h5>
+            </div>
+            <div class="text-end">
+              <span class="fs-4 fw-bold">{{ info.pct }}%</span>
+              <br><small class="text-muted">{{ info.count }} scrobbles</small>
+            </div>
+          </div>
+        </div>
+        {% endif %}
+      {% endfor %}
+      <div class="text-center text-muted small mt-2">Total: {{ data.total }} scrobbles across Books, Trails, Birding Locations, and Board Games</div>
+    </div>
+
+    <h5>By Media Type</h5>
+    {% for mt, mt_data in data.by_media_type.items %}
+    <h6 class="mt-3">{{ mt }}</h6>
+    <div class="table-responsive">
+      <table class="table table-striped table-sm">
+        <thead>
+          <tr>
+            <th>Category</th>
+            <th class="text-end">Scrobbles</th>
+            <th class="text-end">%</th>
+          </tr>
+        </thead>
+        <tbody>
+          {% for slug, info in mt_data.categories.items %}
+          <tr>
+            <td>{{ info.label }}</td>
+            <td class="text-end">{{ info.count }}</td>
+            <td class="text-end">{{ info.pct }}%</td>
+          </tr>
+          {% endfor %}
+          <tr class="table-secondary">
+            <td><strong>Total</strong></td>
+            <td class="text-end"><strong>{{ mt_data.total }}</strong></td>
+            <td class="text-end"></td>
+          </tr>
+        </tbody>
+      </table>
+    </div>
+    {% endfor %}
+
+    {% else %}
+    <p class="text-muted">No data found for Books, Trails, Birding Locations, or Board Games in this period.</p>
+    {% endif %}
+  </div>
+</div>
--- a/vrobbler/apps/trends/templates/trends/_trending_up.html
+++ b/vrobbler/apps/trends/templates/trends/_trending_up.html
@ -1,38 +1,27 @@
-<div class="row">
-  <div class="col-12">
-    {% if data %}
-    <div class="table-responsive">
-      <table class="table table-striped table-sm">
-        <thead>
-          <tr>
-            <th>Media Type</th>
-            <th class="text-end">Recent ({{ current_period_label }})</th>
-            <th class="text-end">Previous ({{ current_period_label }})</th>
-            <th class="text-end">Change</th>
-          </tr>
-        </thead>
-        <tbody>
-          {% for mt, info in data.items %}
-          <tr>
-            <td>{{ mt }}</td>
-            <td class="text-end">{{ info.recent }}</td>
-            <td class="text-end">{{ info.previous }}</td>
-            <td class="text-end">
-              {% if info.change_pct > 0 %}
-              <span class="text-success">+{{ info.change_pct }}%</span>
-              {% elif info.change_pct < 0 %}
-              <span class="text-danger">{{ info.change_pct }}%</span>
-              {% else %}
-              <span class="text-muted">0%</span>
-              {% endif %}
-            </td>
-          </tr>
-          {% endfor %}
-        </tbody>
-      </table>
+<div class="row g-3">
+  {% if data %}
+    {% for mt, info in data.items %}
+    <div class="col-6 col-md-4 col-lg-3 col-xl-2">
+      <div class="card text-center h-100">
+        <div class="card-body d-flex flex-column align-items-center justify-content-center" style="aspect-ratio: 1;">
+          {% if info.change_pct > 0 %}
+            <div class="display-3 lh-1 text-success">↑</div>
+            <div class="fs-6 text-success mt-1">+{{ info.change_pct }}%</div>
+          {% elif info.change_pct < 0 %}
+            <div class="display-3 lh-1 text-danger">↓</div>
+            <div class="fs-6 text-danger mt-1">{{ info.change_pct }}%</div>
+          {% else %}
+            <div class="display-3 lh-1 text-muted">→</div>
+            <div class="fs-6 text-muted mt-1">0%</div>
+          {% endif %}
+          <div class="fw-bold mt-2">{{ mt }}</div>
+        </div>
+      </div>
    </div>
-    {% else %}
-    <p class="text-muted">No trending data found.</p>
-    {% endif %}
-  </div>
+    {% endfor %}
+  {% else %}
+    <div class="col-12">
+      <p class="text-muted">No trending data found.</p>
+    </div>
+  {% endif %}
 </div>
--- a/vrobbler/apps/trends/templates/trends/trend_detail.html
+++ b/vrobbler/apps/trends/templates/trends/trend_detail.html
@ -3,6 +3,10 @@
 {% block title %}{{ trend.title }}{% endblock %}

 {% block lists %}
+{% if trend_not_found %}
+<div class="alert alert-warning">Trend not found.</div>
+
+{% else %}
 <div class="row mb-3">
  <div class="col-12">
    <a href="{% url 'trends:trends-home' %}" class="btn btn-sm btn-outline-secondary mb-2">&larr; All Trends</a>
@ -35,13 +39,21 @@
    {% if computed_at %}
    <small class="text-muted">Last computed: {{ computed_at|date:"F j, Y H:i" }}</small>
    {% endif %}
+
+    <div class="mt-2">
+      <form method="post" action="{% url 'trends:trend-toggle-disabled' trend.slug %}" class="d-inline">
+        {% csrf_token %}
+        {% if trend_disabled %}
+        <button type="submit" class="btn btn-sm btn-outline-success">Enable this trend</button>
+        {% else %}
+        <button type="submit" class="btn btn-sm btn-outline-danger">Disable this trend</button>
+        {% endif %}
+      </form>
+    </div>
  </div>
 </div>

-{% if trend_not_found %}
-<div class="alert alert-warning">Trend not found.</div>
-
-{% elif data is None %}
+{% if data is None %}
 <div class="alert alert-info">
  No data computed yet for this period. Trends are updated once daily, check back later.
 </div>
@ -55,6 +67,9 @@
 {% elif trend.slug == "reading-pace-vs-activity" %}
  {% include "trends/_reading_pace.html" %}

+{% elif trend.slug == "time-of-day-categories" %}
+  {% include "trends/_time_of_day_categories.html" %}
+
 {% elif trend.slug == "trending-up" %}
  {% include "trends/_trending_up.html" %}

@ -82,5 +97,6 @@
 {% elif trend.slug == "mood-weather" %}
  {% include "trends/_mood_weather.html" %}

+{% endif %}
 {% endif %}
 {% endblock %}
--- a/vrobbler/apps/trends/templates/trends/trend_list.html
+++ b/vrobbler/apps/trends/templates/trends/trend_list.html
@ -25,11 +25,23 @@
          </a>
        </h5>
        <p class="card-text text-muted">{{ trend.description }}</p>
-        {% if trend.computed_at %}
-        <small class="text-muted">Last computed: {{ trend.computed_at|date:"M j, Y H:i" }}</small>
-        {% else %}
-        <span class="badge bg-warning text-dark">Pending</span>
-        {% endif %}
+        <div class="d-flex justify-content-between align-items-center">
+          <div>
+            {% if trend.computed_at %}
+            <small class="text-muted">Last computed: {{ trend.computed_at|date:"M j, Y H:i" }}</small>
+            {% else %}
+            <span class="badge bg-warning text-dark">Pending</span>
+            {% endif %}
+          </div>
+          <form method="post" action="{% url 'trends:trend-toggle-disabled' trend.slug %}" class="m-0">
+            {% csrf_token %}
+            {% if trend.disabled %}
+            <button type="submit" class="btn btn-sm btn-outline-success">Enable</button>
+            {% else %}
+            <button type="submit" class="btn btn-sm btn-outline-danger">Disable</button>
+            {% endif %}
+          </form>
+        </div>
      </div>
    </div>
  </div>
--- a/vrobbler/apps/trends/trends/init.py
+++ b/vrobbler/apps/trends/trends/init.py
@ -15,6 +15,7 @@ from trends.trends.mood import (
    compute_mood_weather,
 )
 from trends.trends.reading import compute_reading_pace_vs_activity
+from trends.trends.time_of_day import compute_time_of_day_categories
 from trends.trends.trending import compute_trending_up

 TREND_REGISTRY = {}
@ -44,5 +45,8 @@ compute_peak_hours = register("peak-hours")(compute_peak_hours)
 compute_reading_pace_vs_activity = register("reading-pace-vs-activity")(
    compute_reading_pace_vs_activity
 )
+compute_time_of_day_categories = register("time-of-day-categories")(
+    compute_time_of_day_categories
+)
 compute_trending_up = register("trending-up")(compute_trending_up)
 compute_weekly_rhythm = register("weekly-rhythm")(compute_weekly_rhythm)
--- a/vrobbler/apps/trends/trends/time_of_day.py
+++ b/vrobbler/apps/trends/trends/time_of_day.py
@ -0,0 +1,95 @@
+from collections import OrderedDict
+
+from django.db.models import Count, Q
+from django.db.models.functions import Extract
+from scrobbles.models import Scrobble
+
+
+TARGET_MEDIA_TYPES = ["Book", "Trail", "BirdingLocation", "BoardGame"]
+
+CATEGORIES = OrderedDict(
+    [
+        ("early_bird", {"label": "Early Bird", "hours": {5, 6, 7, 8, 9, 10}}),
+        ("day_jay", {"label": "Day Jay", "hours": {11, 12, 13, 14, 15, 16, 17, 18}}),
+        ("night_owl", {"label": "Night Owl", "hours": {19, 20, 21, 22, 23, 0, 1, 2, 3, 4}}),
+    ]
+)
+
+
+def _categorize_hour(hour):
+    for slug, cat in CATEGORIES.items():
+        if hour in cat["hours"]:
+            return slug
+    return None
+
+
+def compute_time_of_day_categories(user, period="last_30"):
+    from trends.utils import get_date_range
+
+    start, end = get_date_range(period)
+    filters = Q(user=user, media_type__in=TARGET_MEDIA_TYPES, timestamp__isnull=False)
+    if start:
+        filters &= Q(timestamp__gte=start)
+    if end:
+        filters &= Q(timestamp__lte=end)
+
+    qs = (
+        Scrobble.objects.filter(filters)
+        .annotate(hour=Extract("timestamp", "hour"))
+        .values("media_type", "hour")
+        .annotate(count=Count("id"))
+        .order_by("media_type", "hour")
+    )
+
+    raw = {}
+    for row in qs:
+        mt = row["media_type"]
+        raw.setdefault(mt, {})[row["hour"]] = row["count"]
+
+    by_media_type = {}
+    grand_totals = {"early_bird": 0, "day_jay": 0, "night_owl": 0}
+    grand_total = 0
+
+    for mt in TARGET_MEDIA_TYPES:
+        mt_data = raw.get(mt, {})
+        cat_counts = {"early_bird": 0, "day_jay": 0, "night_owl": 0}
+        mt_total = 0
+        for hour, count in mt_data.items():
+            slug = _categorize_hour(hour)
+            if slug:
+                cat_counts[slug] += count
+                mt_total += count
+        mt_categories = {}
+        for slug in CATEGORIES:
+            c = cat_counts[slug]
+            mt_categories[slug] = {
+                "count": c,
+                "pct": round((c / mt_total * 100), 1) if mt_total else 0,
+                "label": CATEGORIES[slug]["label"],
+            }
+            grand_totals[slug] += c
+        by_media_type[mt] = {
+            "total": mt_total,
+            "categories": dict(
+                sorted(mt_categories.items(), key=lambda x: x[1]["count"], reverse=True)
+            ),
+        }
+        grand_total += mt_total
+
+    categories = {}
+    for slug in CATEGORIES:
+        c = grand_totals[slug]
+        categories[slug] = {
+            "count": c,
+            "pct": round((c / grand_total * 100), 1) if grand_total else 0,
+            "label": CATEGORIES[slug]["label"],
+        }
+    categories = dict(
+        sorted(categories.items(), key=lambda x: x[1]["count"], reverse=True)
+    )
+
+    return {
+        "categories": categories,
+        "total": grand_total,
+        "by_media_type": by_media_type,
+    }
--- a/vrobbler/apps/trends/urls.py
+++ b/vrobbler/apps/trends/urls.py
@ -1,9 +1,18 @@
 from django.urls import path
-from trends.views import TrendDetailView, TrendListView
+from trends.views import (
+    ToggleTrendDisabledView,
+    TrendDetailView,
+    TrendListView,
+)

 app_name = "trends"

 urlpatterns = [
    path("trends/", TrendListView.as_view(), name="trends-home"),
    path("trends/<slug:trend_slug>/", TrendDetailView.as_view(), name="trend-detail"),
+    path(
+        "trends/<slug:trend_slug>/toggle/",
+        ToggleTrendDisabledView.as_view(),
+        name="trend-toggle-disabled",
+    ),
 ]
--- a/vrobbler/apps/trends/utils.py
+++ b/vrobbler/apps/trends/utils.py
@ -3,6 +3,7 @@ from datetime import timedelta

 from django.utils import timezone
 from trends.models import PERIOD_CHOICES, TrendResult
+from trends.trends import TREND_REGISTRY

 logger = logging.getLogger(__name__)

@ -25,6 +26,7 @@ TIME_BOUND_TRENDS = {
    "mood-weather",
    "peak-hours",
    "reading-pace-vs-activity",
+    "time-of-day-categories",
    "trending-up",
    "weekly-rhythm",
 }
@ -34,6 +36,13 @@ TREND_PERIOD_OVERRIDES = {
 }


+def get_disabled_trends(user):
+    profile = user.profile
+    if profile.trends_disabled:
+        return set(TREND_REGISTRY.keys())
+    return set(profile.disabled_trends or [])
+
+
 def get_supported_periods(trend_slug):
    if trend_slug in TREND_PERIOD_OVERRIDES:
        slugs = TREND_PERIOD_OVERRIDES[trend_slug]
--- a/vrobbler/apps/trends/views.py
+++ b/vrobbler/apps/trends/views.py
@ -1,8 +1,11 @@
+from django.contrib import messages
 from django.contrib.auth.mixins import LoginRequiredMixin
-from django.views.generic import TemplateView
+from django.http import HttpResponseRedirect
+from django.urls import reverse
+from django.views.generic import TemplateView, View
 from trends.models import TrendResult
 from trends.trends import TREND_REGISTRY
-from trends.utils import get_period_nav, get_supported_periods
+from trends.utils import get_disabled_trends, get_period_nav, get_supported_periods

 TREND_METADATA = {
    "activity-distribution": {
@ -55,6 +58,11 @@ TREND_METADATA = {
        "description": "Compare how long you read per session with and without concurrent music.",
        "icon": "📊",
    },
+    "time-of-day-categories": {
+        "title": "Time of Day Categories",
+        "description": "Are you an early bird, day jay, or night owl? Categorized by Books, Trails, Birding Locations, and Board Games.",
+        "icon": "🦉",
+    },
    "trending-up": {
        "title": "Trending Media Types",
        "description": "Which media types have you been consuming more or less of recently?",
@ -73,6 +81,8 @@ class TrendListView(LoginRequiredMixin, TemplateView):

    def get_context_data(self, **kwargs):
        ctx = super().get_context_data(**kwargs)
+        disabled = get_disabled_trends(self.request.user)
+
        results = TrendResult.objects.filter(
            user=self.request.user,
        ).order_by("trend_slug", "-computed_at")
@ -84,8 +94,11 @@ class TrendListView(LoginRequiredMixin, TemplateView):

        trends = []
        for slug in TREND_REGISTRY:
+            if slug in disabled:
+                continue
            meta = TREND_METADATA.get(slug, {})
            result = latest_by_slug.get(slug)
+            is_disabled = slug in (self.request.user.profile.disabled_trends or [])
            trends.append(
                {
                    "slug": slug,
@ -94,6 +107,7 @@ class TrendListView(LoginRequiredMixin, TemplateView):
                    "icon": meta.get("icon", ""),
                    "computed_at": result.computed_at if result else None,
                    "has_data": result is not None,
+                    "disabled": is_disabled,
                }
            )
        ctx["trends"] = trends
@ -143,4 +157,25 @@ class TrendDetailView(LoginRequiredMixin, TemplateView):
            ctx["computed_at"] = None
            ctx["data"] = None

+        disabled = get_disabled_trends(self.request.user)
+        ctx["trend_disabled"] = slug in disabled
+        ctx["globally_disabled"] = self.request.user.profile.trends_disabled
+
        return ctx
+
+
+class ToggleTrendDisabledView(LoginRequiredMixin, View):
+    def post(self, request, trend_slug):
+        profile = request.user.profile
+        disabled = set(profile.disabled_trends or [])
+        if trend_slug in disabled:
+            disabled.discard(trend_slug)
+            messages.success(request, f"Trend re-enabled.")
+        else:
+            disabled.add(trend_slug)
+            messages.success(request, f"Trend disabled.")
+        profile.disabled_trends = list(disabled)
+        profile.save(update_fields=["disabled_trends"])
+        return HttpResponseRedirect(
+            request.META.get("HTTP_REFERER", reverse("trends:trends-home"))
+        )
--- a/vrobbler/apps/videogames/management/commands/cleanup_videogame_metadata.py
+++ b/vrobbler/apps/videogames/management/commands/cleanup_videogame_metadata.py
@ -17,8 +17,8 @@ MISSING_ALL = [
 ]

 MISSING_GROUPS = {
-    "cover": lambda g: not bool(g.cover),
-    "screenshot": lambda g: not bool(g.screenshot),
+    "cover": lambda g: _image_missing_or_broken(g, "cover"),
+    "screenshot": lambda g: _image_missing_or_broken(g, "screenshot"),
    "summary": lambda g: not g.summary,
    "rating": lambda g: g.rating is None,
    "release_date": lambda g: g.release_date is None,
@ -28,6 +28,16 @@ MISSING_GROUPS = {
 }


+def _image_missing_or_broken(game, field_name) -> bool:
+    field = getattr(game, field_name)
+    if not bool(field):
+        return True
+    try:
+        return not field.storage.exists(field.name)
+    except Exception:
+        return True
+
+
 def _game_matches(game, flags):
    if not flags:
        return False
@ -103,6 +113,7 @@ class Command(BaseCommand):

        if all_missing:
            flags = MISSING_ALL
+            fix_broken_images = True

        if not flags and not game_id and not force and not fix_broken_images:
            self.stdout.write(
--- a/vrobbler/apps/videos/management/commands/cleanup_channel_metadata.py
+++ b/vrobbler/apps/videos/management/commands/cleanup_channel_metadata.py
@ -30,6 +30,19 @@ class Command(BaseCommand):
            action="store_true",
            help="Only process channels with a twitch_id",
        )
+        parser.add_argument(
+            "--needs-metadata",
+            action="store_true",
+            help="Only process channels missing youtube_id, twitch_id, cover image, or with broken cover image",
+        )
+
+    def _has_broken_image(self, channel) -> bool:
+        if not channel.cover_image or not channel.cover_image.name:
+            return False
+        try:
+            return not channel.cover_image.storage.exists(channel.cover_image.name)
+        except Exception:
+            return True

    def handle(self, *args, **options):
        from videos.models import Channel
@ -38,6 +51,7 @@ class Command(BaseCommand):
        dry_run = options["dry_run"]
        youtube_only = options["youtube_only"]
        twitch_only = options["twitch_only"]
+        needs_metadata = options["needs_metadata"]

        qs = Channel.objects.all()

@ -45,29 +59,61 @@ class Command(BaseCommand):
            qs = qs.exclude(youtube_id__isnull=True).exclude(youtube_id="")
        elif twitch_only:
            qs = qs.exclude(twitch_id__isnull=True).exclude(twitch_id="")
+        elif needs_metadata:
+            no_id = models.Q(youtube_id__isnull=True) & models.Q(twitch_id__isnull=True)
+            no_id |= models.Q(youtube_id="") & models.Q(twitch_id="")
+            no_id |= models.Q(youtube_id__isnull=True) & models.Q(twitch_id="")
+            no_id |= models.Q(youtube_id="") & models.Q(twitch_id__isnull=True)
+            qs = qs.filter(
+                no_id
+                | models.Q(cover_image__isnull=True)
+                | models.Q(cover_image="")
+            )
        else:
            qs = qs.filter(
                models.Q(youtube_id__isnull=False) | models.Q(twitch_id__isnull=False)
            ).exclude(youtube_id="", twitch_id="")

        total = qs.count()
-        self.stdout.write(f"Processing {total} channels")
+        self.stdout.write(f"Processing {total} channels from DB filter")
+
+        broken_channels = []
+        if needs_metadata:
+            broken_qs = Channel.objects.filter(
+                cover_image__isnull=False,
+            ).exclude(
+                cover_image="",
+            )
+            if youtube_only:
+                broken_qs = broken_qs.exclude(youtube_id__isnull=True).exclude(youtube_id="")
+            elif twitch_only:
+                broken_qs = broken_qs.exclude(twitch_id__isnull=True).exclude(twitch_id="")
+            for channel in broken_qs.iterator():
+                if self._has_broken_image(channel):
+                    broken_channels.append(channel)
+
+        all_channels = list(qs) + broken_channels
+        total = len(all_channels)
+        self.stdout.write(f"Total channels to process: {total}")

        if dry_run:
-            for channel in qs.iterator():
+            for channel in all_channels:
                source = "youtube" if channel.youtube_id else "twitch"
                identifier = channel.youtube_id or channel.twitch_id
+                status = f"({source}: {identifier})"
+                if self._has_broken_image(channel):
+                    status += " [image BROKEN]"
                self.stdout.write(
-                    f"  [DRY RUN] Would fix {channel.name} ({source}: {identifier})"
+                    f"  [DRY RUN] Would fix {channel.name} {status}"
                )
            return

        updated = 0
        errors = 0
-        for channel in qs.iterator():
+        for channel in all_channels:
            try:
                with transaction.atomic():
-                    channel.fix_metadata(force=force)
+                    channel.fix_metadata(force=force or self._has_broken_image(channel))
                updated += 1
                source = "youtube" if channel.youtube_id else "twitch"
                self.stdout.write(f"  [{updated}/{total}] {channel.name} ({source})")
--- a/vrobbler/apps/videos/management/commands/cleanup_series_metadata.py
+++ b/vrobbler/apps/videos/management/commands/cleanup_series_metadata.py
@ -1,4 +1,5 @@
 import logging
+import os

 from django.core.management.base import BaseCommand
 from django.db import models, transaction
@ -28,9 +29,18 @@ class Command(BaseCommand):
        parser.add_argument(
            "--needs-metadata",
            action="store_true",
-            help="Only process series missing imdb_id or cover image",
+            help="Only process series missing imdb_id or with broken cover image",
        )

+    def _has_broken_image(self, series) -> bool:
+        """Check if a series has a cover_image set but the file is missing."""
+        if not series.cover_image:
+            return False
+        try:
+            return not os.path.exists(series.cover_image.path)
+        except Exception:
+            return True
+
    def handle(self, *args, **options):
        from videos.models import Series

@ -51,25 +61,50 @@ class Command(BaseCommand):
            )

        total = qs.count()
-        self.stdout.write(f"Processing {total} series")
+        self.stdout.write(f"Processing {total} series from DB filter")
+
+        # Also find series with broken cover images
+        broken_image_series = []
+        if needs_metadata:
+            broken_qs = Series.objects.filter(
+                cover_image__isnull=False,
+            ).exclude(
+                models.Q(imdb_id__isnull=True)
+                | models.Q(imdb_id="")
+                | models.Q(cover_image__isnull=True)
+                | models.Q(cover_image=""),
+            )
+            if imdb_id:
+                broken_qs = broken_qs.filter(imdb_id=imdb_id)
+            for series in broken_qs.iterator():
+                if self._has_broken_image(series):
+                    broken_image_series.append(series)
+
+        all_series = list(qs) + broken_image_series
+        total = len(all_series)
+        self.stdout.write(f"Total series to process: {total}")

        if dry_run:
-            for series in qs.iterator():
+            for series in all_series:
                has_imdb = bool(series.imdb_id)
                has_image = bool(series.cover_image)
-                self.stdout.write(
-                    f"  [DRY RUN] Would fix {series.name}"
-                    f" (imdb_id={'✓' if has_imdb else '✗'}"
-                    f", image={'✓' if has_image else '✗'})"
-                )
+                image_broken = self._has_broken_image(series)
+                status = f"imdb_id={'✓' if has_imdb else '✗'}"
+                if image_broken:
+                    status += ", image=BROKEN"
+                elif has_image:
+                    status += ", image=✓"
+                else:
+                    status += ", image=✗"
+                self.stdout.write(f"  [DRY RUN] Would fix {series.name} ({status})")
            return

        updated = 0
        errors = 0
-        for series in qs.iterator():
+        for series in all_series:
            try:
                with transaction.atomic():
-                    series.fix_metadata(force_update=force)
+                    series.fix_metadata(force_update=force or self._has_broken_image(series))
                updated += 1
                self.stdout.write(f"  [{updated}/{total}] {series.name}")
            except Exception as e:
--- a/vrobbler/apps/webpages/models.py
+++ b/vrobbler/apps/webpages/models.py
@ -45,6 +45,37 @@ class Domain(TimeStampedModel):
        )


+def _fetch_url_raw(url: str) -> Optional[str]:
+    """Fetch raw HTML for a URL.
+
+    Tries two strategies in order:
+      1. trafilatura (standard, works for most sites)
+      2. cloudscraper (handles Cloudflare JS challenges)
+
+    cloudscraper is lazy-imported so deployments that cannot compile
+    its dependencies (e.g. FreeBSD) still work.
+    """
+    raw = trafilatura.fetch_url(url)
+    if raw:
+        return raw
+
+    logger.debug("trafilatura returned nothing for %s, trying cloudscraper", url)
+    try:
+        import cloudscraper
+    except ImportError:
+        logger.debug("cloudscraper not available")
+    else:
+        try:
+            scraper = cloudscraper.create_scraper()
+            resp = scraper.get(url, timeout=30)
+            resp.raise_for_status()
+            return resp.text
+        except Exception as exc:
+            logger.debug("cloudscraper failed for %s: %s", url, exc)
+
+    return None
+
+
 class WebPage(ScrobblableMixin):
    COMPLETION_PERCENT = getattr(settings, "WEBSITE_COMPLETION_PERCENT", 100)

@ -80,7 +111,7 @@ class WebPage(ScrobblableMixin):

    def _update_extract_from_web(self, raw_text: str = "", force=True):
        if not raw_text:
-            raw_text = requests.get(self.url, headers=headers).text
+            raw_text = _fetch_url_raw(self.url)
        if not self.extract or force:
            self.extract = trafilatura.extract(raw_text)
            self.save(update_fields=["extract"])
@ -259,7 +290,7 @@ class WebPage(ScrobblableMixin):
            return False

    def fetch_data_from_web(self, save=True, force=True):
-        raw_text = trafilatura.fetch_url(self.url)
+        raw_text = _fetch_url_raw(self.url)
        if not self.extract or force:
            self.extract = trafilatura.extract(
                raw_text,
--- a/vrobbler/settings.py
+++ b/vrobbler/settings.py
@ -103,7 +103,13 @@ DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField"
 TIME_ZONE = os.getenv("VROBBLER_TIME_ZONE", "America/New_York")

 ALLOWED_HOSTS = ["*"]
-CSRF_TRUSTED_ORIGINS = [os.getenv("VROBBLER_TRUSTED_ORIGINS", "http://localhost:8000")]
+CSRF_TRUSTED_ORIGINS = [
+    os.getenv(
+        "VROBBLER_TRUSTED_ORIGINS",
+        "http://localhost:8000",
+    ),
+    "https://dev-vrobbler.lab.unbl.ink",
+]
 X_FRAME_OPTIONS = "SAMEORIGIN"

 REDIS_URL = os.getenv("VROBBLER_REDIS_URL", None)
@ -397,6 +403,14 @@ else:
    MEDIA_URL = os.getenv("VROBBLER_MEDIA_URL", "/media/")


+SCIHUB_DOMAIN = os.getenv("VROBBLER_SCIHUB_DOMAIN", "sci-hub.st")
+
+SKIP_AUTO_EXPANSION_DOWNLOAD = [
+    int(x.strip())
+    for x in os.getenv("VROBBLER_SKIP_AUTO_EXPANSION_DOWNLOAD", "").split(",")
+    if x.strip().isdigit()
+]
+
 JSON_LOGGING = os.getenv("VROBBLER_JSON_LOGGING", "false").lower() in TRUTHY
 LOG_TYPE = "json" if JSON_LOGGING else "log"

--- a/vrobbler/templates/boardgames/boardgame_detail.html
+++ b/vrobbler/templates/boardgames/boardgame_detail.html
@ -46,6 +46,20 @@
    <p>
        <a href="{{object.start_url}}">Play again</a>
    </p>
+    {% if object.genre.all %}
+    <p>Genres:
+        {% for tag in object.genre.all %}
+        <a href="{% url 'boardgames:boardgame_list' %}?genre={{ tag.name|urlencode }}" class="badge bg-secondary text-decoration-none">{{ tag.name }}</a>
+        {% endfor %}
+    </p>
+    {% endif %}
+    {% if object.tags.all %}
+    <p>Tags:
+        {% for tag in object.tags.all %}
+        <a href="{% url 'boardgames:boardgame_list' %}?tag={{ tag.name|urlencode }}" class="badge bg-secondary text-decoration-none">{{ tag.name }}</a>
+        {% endfor %}
+    </p>
+    {% endif %}
 </div>
 {% if charts %}
 <div class="row">
--- a/vrobbler/templates/books/paper_detail.html
+++ b/vrobbler/templates/books/paper_detail.html
@ -0,0 +1,62 @@
+{% extends "base_list.html" %}
+
+{% block title %}{{object.title}}{% endblock %}
+
+{% block lists %}
+<div class="row">
+    <div class="col">
+        <h1>{{object.title}}</h1>
+        {% if object.authors.all %}
+        <p>{{object.authors.all|join:", "}}</p>
+        {% endif %}
+        {% if object.journal %}
+        <p><em>{{object.journal.title}}{% if object.journal_volume %}, vol. {{object.journal_volume}}{% endif %}</em></p>
+        {% endif %}
+        {% if object.doi_id %}
+        <p><a href="https://doi.org/{{object.doi_id}}">doi: {{object.doi_id}}</a></p>
+        {% endif %}
+        {% if object.abstract %}
+        <p>{{object.abstract|linebreaks|truncatewords:200}}</p>
+        {% endif %}
+        {% if object.pdf_file %}
+        <button class="btn btn-outline-secondary btn-sm" onclick="togglePdf()">Show/Hide PDF</button>
+        <div id="pdf-embed" style="display:none; margin-top:0.5rem;">
+            <iframe src="{{object.pdf_file.url}}" style="width:100%;height:600px;border:1px solid #ccc;"></iframe>
+        </div>
+        <script>
+        function togglePdf() {
+            var el = document.getElementById('pdf-embed');
+            el.style.display = el.style.display === 'none' ? 'block' : 'none';
+        }
+        </script>
+        {% endif %}
+        {% if object.openaccess_pdf_url %}
+        <p><a href="{{object.openaccess_pdf_url}}">Open Access PDF</a></p>
+        {% endif %}
+        {% if object.pdf_file %}
+        <a href="{{object.pdf_file.url}}">
+            <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="currentColor" class="text-danger" viewBox="0 0 16 16">
+                <path d="M14 14V4.5L9.5 0H4a2 2 0 0 0-2 2v12a2 2 0 0 0 2 2h8a2 2 0 0 0 2-2zM9.5 3A1.5 1.5 0 0 0 11 4.5h2V14a1 1 0 0 1-1 1H4a1 1 0 0 1-1-1V2a1 1 0 0 1 1-1h5.5v2z"/>
+                <path d="M4.603 14.087a.81.81 0 0 1-.438-.42c-.195-.388-.13-.776.08-1.102.197-.307.526-.568.897-.707.07-.024.15-.023.222 0l.044.014a.27.27 0 0 1 .152.295.7.7 0 0 1-.128.416c-.159.206-.344.388-.544.555-.357.299-.592.527-.406.623.08.04.272.045.578-.057a.93.93 0 0 0 .363-.226.8.8 0 0 0 .194-.277.28.28 0 0 1 .414-.112.3.3 0 0 1 .065.422 1.3 1.3 0 0 1-.67.522c-.38.147-.746.103-1.04.02zM7.12 11.5c.16-.186.34-.34.486-.514.294-.35.628-.617.947-.786.204-.108.546-.206.715-.153.087.027.135.068.16.126a.6.6 0 0 1-.003.27 1 1 0 0 1-.158.354c-.163.242-.349.47-.7.769-.332.283-.598.483-.793.607a1.1 1.1 0 0 1-.582.214c-.136 0-.234-.038-.298-.11-.05-.056-.076-.134-.07-.236a.99.99 0 0 1 .098-.45c.08-.17.21-.35.378-.57zm5.09 2.013c-.135.06-.277.104-.428.116-.205.015-.39-.048-.553-.177-.104-.082-.226-.196-.317-.325a1 1 0 0 1-.17-.572c0-.15.035-.27.095-.36.04-.063.089-.098.153-.112.138-.028.316.04.477.174.074.061.145.136.228.232.174.2.302.37.397.515.108.164.153.285.121.345a.25.25 0 0 1-.003.053c0 .079-.05.147-.198.262z"/>
+            </svg>
+        </a>
+        {% endif %}
+        {% if object.scihub_url %}
+        <p><a href="{{object.scihub_url}}">View on Sci-Hub</a></p>
+        {% endif %}
+    </div>
+</div>
+<hr>
+<div class="row">
+    <div class="col">
+        <form method="post" enctype="multipart/form-data" action="{% url 'books:paper_upload_pdf' slug=object.uuid %}">
+            {% csrf_token %}
+            <div class="form-group">
+                <label for="pdf_file">Upload PDF</label>
+                <input type="file" class="form-control-file" id="pdf_file" name="pdf_file" accept=".pdf,application/pdf">
+            </div>
+            <button type="submit" class="btn btn-primary btn-sm">Upload</button>
+        </form>
+    </div>
+</div>
+{% endblock %}
--- a/vrobbler/templates/books/paper_list.html
+++ b/vrobbler/templates/books/paper_list.html
@ -0,0 +1,13 @@
+{% extends "base_list.html" %}
+
+{% block title %}Papers{% endblock %}
+
+{% block lists %}
+<div class="row">
+    <div class="col-md">
+        <div class="table-responsive">
+            {% include "_longplay_scrobblable_list.html" %}
+        </div>
+    </div>
+</div>
+{% endblock %}
--- a/vrobbler/templates/charts/chart_index.html
+++ b/vrobbler/templates/charts/chart_index.html
@ -120,9 +120,67 @@
 </div>
 {% endif %}

-{% include "scrobbles/_top_charts.html" %}
+<div class="row mb-3">
+    <div class="col-12">
+        <a href="{% url 'charts:maloja-charts' %}" class="btn btn-sm btn-outline-secondary">🎨 Maloja Widgets</a>
+    </div>
+</div>
+
+<div class="row mt-4">
+    {% if charts.artist %}
+    <div class="col-md-6 col-lg-4 chart-section">
+        <h3>🎤 Top Artists</h3>
+        <ul class="list-group">
+            {% for chart in charts.artist|slice:":20" %}
+            <li class="list-group-item d-flex justify-content-between align-items-center">
+                <span class="me-2"><strong>#{{chart.rank}}</strong></span>
+                <a href="{{chart.artist.get_absolute_url}}">{{chart.artist.name}}</a>
+                <span class="badge bg-primary rounded-pill">{{chart.count}}</span>
+            </li>
+            {% endfor %}
+            <li class="list-group-item">
+                <a href="{% url 'charts:chart-detail' 'artist' %}">View all &raquo;</a>
+            </li>
+        </ul>
+    </div>
+    {% endif %}
+
+    {% if charts.album %}
+    <div class="col-md-6 col-lg-4 chart-section">
+        <h3>💿 Top Albums</h3>
+        <ul class="list-group">
+            {% for chart in charts.album|slice:":20" %}
+            <li class="list-group-item d-flex justify-content-between align-items-center">
+                <span class="me-2"><strong>#{{chart.rank}}</strong></span>
+                <a href="{{chart.album.get_absolute_url}}">{{chart.album.name}}</a>
+                <span class="badge bg-primary rounded-pill">{{chart.count}}</span>
+            </li>
+            {% endfor %}
+            <li class="list-group-item">
+                <a href="{% url 'charts:chart-detail' 'album' %}">View all &raquo;</a>
+            </li>
+        </ul>
+    </div>
+    {% endif %}
+
+    {% if charts.tv_series %}
+    <div class="col-md-6 col-lg-4 chart-section">
+        <h3>📺 Top TV Series</h3>
+        <ul class="list-group">
+            {% for chart in charts.tv_series|slice:":20" %}
+            <li class="list-group-item d-flex justify-content-between align-items-center">
+                <span class="me-2"><strong>#{{chart.rank}}</strong></span>
+                <a href="{{chart.tv_series.get_absolute_url}}">{{chart.tv_series.name}}</a>
+                <span class="badge bg-primary rounded-pill">{{chart.count}}</span>
+            </li>
+            {% endfor %}
+            <li class="list-group-item">
+                <a href="{% url 'charts:chart-detail' 'tv_series' %}">View all &raquo;</a>
+            </li>
+        </ul>
+    </div>
+    {% endif %}

-<div class="row">
    {% if charts.track %}
    <div class="col-md-6 col-lg-4 chart-section">
        <h3>🎵 Top Tracks</h3>
--- a/vrobbler/templates/charts/maloja_charts.html
+++ b/vrobbler/templates/charts/maloja_charts.html
@ -0,0 +1,45 @@
+{% extends "base_list.html" %}
+{% load static %}
+
+{% block title %}Maloja Widgets{% endblock %}
+
+{% block head_extra %}
+<style>
+    .container { margin-bottom: 100px; }
+    h2 { padding-top: 20px; }
+    .nav-tabs { cursor: pointer; }
+    .image-wrapper { contain: content; }
+    .image-wrapper :hover { background: rgba(0,0,0,0.3); }
+    .caption {
+        position: fixed; top: 5px; left: 5px;
+        padding: 3px; font-size: 90%;
+        color: white; background: rgba(0,0,0,0.4);
+    }
+    .caption-medium {
+        position: fixed; top: 5px; left: 5px;
+        padding: 3px; font-size: 75%;
+        color: white; background: rgba(0,0,0,0.4);
+    }
+    .caption-small {
+        position: fixed; top: 5px; left: 5px;
+        padding: 3px; font-size: 60%;
+        color: white; background: rgba(0,0,0,0.4);
+    }
+</style>
+{% endblock %}
+
+{% block lists %}
+
+{% block grid_view_button %}{% endblock %}
+
+<div class="row mb-3">
+    <div class="col-12">
+        <a href="{% url 'charts:charts-home' %}" class="btn btn-sm btn-outline-secondary">&larr; Full Charts</a>
+        <a href="{% url 'charts:spotify-tracks' %}" class="btn btn-sm btn-outline-secondary">🎵 Spotify Tracks</a>
+        <a href="{% url 'charts:bandcamp-tracks' %}" class="btn btn-sm btn-outline-secondary">🎵 Bandcamp Tracks</a>
+    </div>
+</div>
+
+{% include "scrobbles/_top_charts.html" %}
+
+{% endblock %}
--- a/vrobbler/templates/profiles/settings_form.html
+++ b/vrobbler/templates/profiles/settings_form.html
@ -130,6 +130,11 @@
                </ul>
            </div>
            {% endif %}
+        {% elif field.name == "trends_disabled" %}
+            <p class="checkbox-row">
+                {{ field }}
+                {{ field.label_tag }}
+            </p>
        {% elif field.name == "home_scrobble_limit" %}
            <p>
                {{ field.label_tag }}
--- a/vrobbler/templates/scrobbles/_top_charts.html
+++ b/vrobbler/templates/scrobbles/_top_charts.html
@ -49,11 +49,12 @@
                </div>
                <div style="float:left; width:300px;">
                    <div style="display:flex; flex-wrap: wrap;">
-                        {% for i in "67891011121314" %}
-                        {% with artists|get_item:forloop.counter|add:5 as artist %}
+                        {% for i in "123456789" %}
+                        {% with forloop.counter|add:4 as idx %}
+                        {% with artists|get_item:idx as artist %}
                        {% if artist %}
                        <div class="image-wrapper" style="width:33%">
-                            <div class="caption-small">#{{forloop.counter|add:6}} {{artist.artist.name}}</div>
+                            <div class="caption-small">#{{forloop.counter|add:5}} {{artist.artist.name}}</div>
                            {% if artist.artist.thumbnail %}
                            <a href="{{artist.artist.get_absolute_url}}"><img src="{{artist.artist.thumbnail_medium.url}}" width="100px"></a>
                            {% else %}
@ -62,6 +63,7 @@
                        </div>
                        {% endif %}
                        {% endwith %}
+                        {% endwith %}
                        {% endfor %}
                    </div>
                </div>
@ -95,7 +97,7 @@
            <div style="display:block">
                <div style="float:left;">
                    <div class="image-wrapper" style="display:flex; flex-wrap: wrap; margin:0">
-                        <div class="caption">#1 {{albums.0.album.title}}</div>
+                        <div class="caption">#1 {{albums.0.album.name}}</div>
                        {% if albums.0.album.cover_image %}
                        <a href="{{albums.0.album.get_absolute_url}}"><img src="{{albums.0.album.cover_image_medium.url}}" width="300px"></a>
                        {% else %}
@ -109,7 +111,7 @@
                        {% with albums|get_item:forloop.counter as album %}
                        {% if album %}
                        <div class="image-wrapper" style="width:50%">
-                            <div class="caption-medium">#{{forloop.counter|add:1}} {{album.album.title}}</div>
+                            <div class="caption-medium">#{{forloop.counter|add:1}} {{album.album.name}}</div>
                            {% if album.album.cover_image %}
                            <a href="{{album.album.get_absolute_url}}"><img src="{{album.album.cover_image_medium.url}}" width="150px"></a>
                            {% else %}
@ -123,11 +125,12 @@
                </div>
                <div style="float:left; width:300px;">
                    <div style="display:flex; flex-wrap: wrap;">
-                        {% for i in "67891011121314" %}
-                        {% with albums|get_item:forloop.counter|add:5 as album %}
+                        {% for i in "123456789" %}
+                        {% with forloop.counter|add:4 as idx %}
+                        {% with albums|get_item:idx as album %}
                        {% if album %}
                        <div class="image-wrapper" style="width:33%">
-                            <div class="caption-small">#{{forloop.counter|add:6}} {{album.album.title}}</div>
+                            <div class="caption-small">#{{forloop.counter|add:5}} {{album.album.name}}</div>
                            {% if album.album.cover_image %}
                            <a href="{{album.album.get_absolute_url}}"><img src="{{album.album.cover_image_medium.url}}" width="100px"></a>
                            {% else %}
@ -136,6 +139,7 @@
                        </div>
                        {% endif %}
                        {% endwith %}
+                        {% endwith %}
                        {% endfor %}
                    </div>
                </div>
@ -197,11 +201,12 @@
                </div>
                <div style="float:left; width:300px;">
                    <div style="display:flex; flex-wrap: wrap;">
-                        {% for i in "67891011121314" %}
-                        {% with shows|get_item:forloop.counter|add:5 as show %}
+                        {% for i in "123456789" %}
+                        {% with forloop.counter|add:4 as idx %}
+                        {% with shows|get_item:idx as show %}
                        {% if show %}
                        <div class="image-wrapper" style="width:33%">
-                            <div class="caption-small">#{{forloop.counter|add:6}} {{show.tv_series.name}}</div>
+                            <div class="caption-small">#{{forloop.counter|add:5}} {{show.tv_series.name}}</div>
                            {% if show.tv_series.cover_image %}
                            <a href="{{show.tv_series.get_absolute_url}}"><img src="{{show.tv_series.cover_small.url}}" width="100px" height="100px" style="object-fit: cover"></a>
                            {% else %}
@ -210,6 +215,7 @@
                        </div>
                        {% endif %}
                        {% endwith %}
+                        {% endwith %}
                        {% endfor %}
                    </div>
                </div>
--- a/vrobbler/templates/scrobbles/scrobble_list.html
+++ b/vrobbler/templates/scrobbles/scrobble_list.html
@ -76,9 +76,11 @@
            <div class="btn-group me-2">
              <a href="{% url 'scrobbles:scrobble-list' %}" class="btn btn-sm btn-outline-secondary">Live</a>
            </div>
+            {% if not user.profile.trends_disabled %}
            <div class="btn-group me-2">
              <a href="{% url 'trends:trends-home' %}" class="btn btn-sm btn-outline-secondary">Trends</a>
            </div>
+            {% endif %}
            <div class="btn-group me-2">
                {% if user.profile.lastfm_username and not user.profile.lastfm_auto_import %}
                <form action="{% url 'scrobbles:lastfm-import' %}" method="get">
--- a/vrobbler/urls.py
+++ b/vrobbler/urls.py
@ -16,6 +16,7 @@ from vrobbler.apps.boardgames.api.views import (
    BoardGameDesignerViewSet,
    BoardGamePublisherViewSet,
    BoardGameLocationViewSet,
+    BoardGameVariantViewSet,
 )

 from vrobbler.apps.books import urls as book_urls
@ -146,6 +147,7 @@ router.register(r"boardgames", BoardGameViewSet)
 router.register(r"boardgame-designers", BoardGameDesignerViewSet)
 router.register(r"boardgame-publishers", BoardGamePublisherViewSet)
 router.register(r"boardgame-locations", BoardGameLocationViewSet)
+router.register(r"boardgame-variants", BoardGameVariantViewSet)
 router.register(r"podcast-producers", ProducerViewSet)
 router.register(r"podcast-episodes", PodcastEpisodeViewSet)
 router.register(r"podcasts", PodcastViewSet)
Author	SHA1	Message	Date
Colin Powell	d6f71e0761	[release] Bump to version 59.4 All checks were successful ci / test (push) Successful in 2m14s Details ci / build-and-deploy (push) Successful in 37s Details - Fix bug in fetching expansions for board games - Board games should have genres extracted from family data	2026-07-04 11:53:28 -04:00
Colin Powell	b00ebf49dd	[boardgames] Fix getting BGG id	2026-07-04 11:53:05 -04:00
Colin Powell	2385e9c7bd	[release] Bump to version 59.3 All checks were successful ci / test (push) Successful in 2m18s Details ci / build-and-deploy (push) Successful in 37s Details - Exclude some board games from auto-expansion imports - Should be able to add new variants to board games via the log data form	2026-07-04 11:41:49 -04:00
Colin Powell	d78529efe2	[boardgames] Add genres and categories	2026-07-04 11:41:24 -04:00
Colin Powell	f373e98e3d	[boardgames] Skip CCG games for auto expansion download	2026-07-04 11:32:17 -04:00
Colin Powell	7559ce7824	[boardgames] Add ability to add new variants to form	2026-07-04 11:28:41 -04:00
Colin Powell	2c481bd53a	[release] Bump to version 59.2 All checks were successful ci / test (push) Successful in 2m20s Details ci / build-and-deploy (push) Successful in 36s Details - Fix test failure in discgolf app	2026-07-04 10:18:42 -04:00
Colin Powell	0deb3ee634	[discgolf] Fix breaking tests	2026-07-04 10:18:17 -04:00
Colin Powell	28a53d70eb	[release] Bump to version 59.1 Some checks failed ci / test (push) Failing after 1m50s Details ci / build-and-deploy (push) Has been skipped Details - Fix bug when expansions have no image	2026-07-04 10:10:22 -04:00
Colin Powell	98d4e8bacb	[boardgames] Fix bug when expansion has no image	2026-07-04 10:09:55 -04:00
Colin Powell	8f97131b8d	[release] Bump to version 59.0 All checks were successful ci / test (push) Successful in 2m16s Details ci / build-and-deploy (push) Successful in 48s Details - Add BoardGameVariant model - Lookup all Expansions for a game when creating it - Board game expansion lookup should be async on URL scrobbles	2026-07-04 09:36:52 -04:00
Colin Powell	7c1f709f96	[boardgames] Fix saving variants	2026-07-04 01:50:05 -04:00
Colin Powell	4b005e0e5b	[boardgames] Lookup expansions async for URL scrobbles All checks were successful ci / test (push) Successful in 2m27s Details ci / build-and-deploy (push) Has been skipped Details	2026-07-04 01:47:15 -04:00
Colin Powell	d5dd63be0d	[boardgames] Add expansion fetching	2026-07-04 01:34:42 -04:00
Colin Powell	5aa89b7e0a	[boardgames] Add idea of board game variants	2026-07-04 01:16:14 -04:00
Colin Powell	cf444e8dd4	[release] Bump to version 58.8 All checks were successful ci / test (push) Successful in 2m16s Details ci / build-and-deploy (push) Successful in 1m7s Details - Clean up trend templates	2026-07-01 23:22:54 -04:00
Colin Powell	a74a89c747	[trends] Clean up display	2026-07-01 23:22:38 -04:00
Colin Powell	1695f7393e	[release] Bump to version 58.7 All checks were successful ci / test (push) Successful in 2m9s Details ci / build-and-deploy (push) Successful in 33s Details - Split up chart page between tables and maloja - Fix CI so we don't double run deploys and builds	2026-06-30 16:30:16 -04:00
Colin Powell	4468e68110	[charts] Split maloja charts out from tables	2026-06-30 16:29:56 -04:00
Colin Powell	da08eca4ab	[ci] Fix split in files	2026-06-30 16:26:07 -04:00
Colin Powell	08752e30a4	[release] Bump to version 58.6 All checks were successful build / test (push) Successful in 2m5s Details deploy / test (push) Successful in 2m17s Details deploy / build-and-deploy (push) Successful in 34s Details - Cleanup commands should check for broken images	2026-06-30 16:04:37 -04:00
Colin Powell	619718c045	[charts] Fix chart page missing tables	2026-06-30 16:04:09 -04:00
Colin Powell	cb23d5a5be	[metadata] Fix cleanup scripts to check for dead images	2026-06-30 16:03:29 -04:00
Colin Powell	ec4c190e6c	[release] Bump to version 58.5 All checks were successful build / test (push) Successful in 2m15s Details deploy / test (push) Successful in 2m14s Details deploy / build-and-deploy (push) Successful in 56s Details - The maloja style charts are messed up	2026-06-30 15:02:16 -04:00
Colin Powell	58126928c7	[charts] Fix maloja charts acting weird Some checks failed build / test (push) Has been cancelled Details	2026-06-30 15:01:57 -04:00
Colin Powell	c0d2881585	[release] Bump to version 58.4 All checks were successful build / test (push) Successful in 2m13s Details deploy / test (push) Successful in 2m10s Details deploy / build-and-deploy (push) Successful in 53s Details - Allow people all trends or individual trends - Fix a bug in board game scorelog data	2026-06-25 20:02:34 -04:00
Colin Powell	41a68291a4	[trends] Allow disabling one or many or all trends All checks were successful build / test (push) Successful in 2m22s Details	2026-06-25 18:58:23 -04:00
Colin Powell	0a411bedf4	[boardgames] Fix bug in logdata All checks were successful build / test (push) Successful in 2m23s Details	2026-06-24 19:09:43 -04:00
Colin Powell	f2b67b38dc	[release] Bump to version 58.3 All checks were successful build / test (push) Successful in 2m2s Details deploy / test (push) Successful in 2m5s Details deploy / build-and-deploy (push) Successful in 34s Details - Remove curl-cffi as it doesn't work on FreeBSD	2026-06-23 23:19:10 -04:00
Colin Powell	662ebe66b9	[webpages] Remove curl_cffi as it doesn't work on FreeBSD	2026-06-23 23:17:08 -04:00
Colin Powell	5e0dffdc7a	[release] Bump to version 58.2 Some checks failed build / test (push) Successful in 2m5s Details deploy / test (push) Successful in 2m3s Details deploy / build-and-deploy (push) Failing after 25s Details - Add more robust webpage scraping - Time of Day Categories trend	2026-06-23 23:04:48 -04:00
Colin Powell	2283a6c640	[webpages] Add more robust scraping	2026-06-23 23:04:30 -04:00
Colin Powell	327ba94c63	[trends] Add new time of day trend All checks were successful build / test (push) Successful in 2m4s Details	2026-06-23 22:21:18 -04:00
Colin Powell	ee59cde882	[release] Bump to version 58.1 All checks were successful build / test (push) Successful in 2m7s Details deploy / test (push) Successful in 2m8s Details deploy / build-and-deploy (push) Successful in 1m5s Details - Add auto genre tagging for papers	2026-06-23 16:19:06 -04:00
Colin Powell	c7b4656679	[papers] Add genre tagging	2026-06-23 16:18:50 -04:00
Colin Powell	04f9e00c9c	[release] Bump to version 58.0 All checks were successful deploy / test (push) Successful in 2m7s Details build / test (push) Successful in 2m3s Details deploy / build-and-deploy (push) Successful in 1m2s Details - Add scrobbling of Papers via webpages with doi.org links in them	2026-06-23 14:28:40 -04:00
Colin Powell	c2dabd1dac	[papers] Fix scrobbling of academic papers	2026-06-23 14:28:16 -04:00
Colin Powell	7a0cb8b9d0	[release] Bump to version 57.1 Some checks failed build / test (push) Successful in 2m3s Details deploy / test (push) Successful in 2m5s Details deploy / build-and-deploy (push) Failing after 2m18s Details - Write poetry lock file	2026-06-21 23:06:14 -04:00
Colin Powell	1c2c570c4b	[deps] Lock poetry	2026-06-21 23:05:58 -04:00