snapshot of https://github.com/ActivityWatch/activitywatch.git (master, 2026-09-15; blobs > 131072B omitted)

scripts/patch_research_edition_config.py

@@ -0,0 +1,825 @@
+#!/usr/bin/env python3
+"""Patch aw-watcher-window/config.py with Research Edition browser categories.
+
+Run as part of the CI build for research edition:
+    python3 scripts/patch_research_edition_config.py <path/to/config.py>
+
+CATEGORY_MAP — browser URL/title substring matching:
+    classify_title() in PR #130 checks each pattern against the URL first (when
+    available), then the window title. Ordering is critical: first match wins.
+    Sensitive exclusions must come first. More specific domains before general
+    (music.youtube.com before youtube.com). Video domains before News title keywords
+    (svtplay.se domain before the "svt" title keyword).
+
+APP_CATEGORY_MAP is retained as the shared taxonomy for the web UI preset, but
+is deliberately not injected into the watcher. The approved study contract keeps
+application names (including browser identity) while discarding raw titles and
+URLs. An empty watcher app map selects exactly that behavior.
+"""
+
+import pathlib
+import re
+import sys
+
+CONFIG_FILE = pathlib.Path(
+    sys.argv[1]
+    if len(sys.argv) > 1
+    else "aw-watcher-window/aw_watcher_window/config.py"
+)
+
+# Combined category map derived faithfully from Matthias Lehner's classifier.
+# Structure: sensitive domains first, then music/video domains (specificity order),
+# then travel/search/other domains, then title keywords in TITLE_RULES priority.
+CATEGORY_MAP: list[tuple[str, str]] = [
+    # Sensitive / Excluded (MUST be first)
+    ("svenskaspel.se", "Sensitive / Excluded"),
+    ("unibet.se", "Sensitive / Excluded"),
+    ("bet365.com", "Sensitive / Excluded"),
+    ("pokerstars.com", "Sensitive / Excluded"),
+    ("casino.org", "Sensitive / Excluded"),
+    ("tinder.com", "Sensitive / Excluded"),
+    ("bumble.com", "Sensitive / Excluded"),
+    ("grindr.com", "Sensitive / Excluded"),
+    ("match.com", "Sensitive / Excluded"),
+    # Music & Audio domains (music.youtube.com before youtube.com; sverigesradio.se before svt.se)
+    ("music.youtube.com", "Music & Audio"),
+    ("youtube.com/music", "Music & Audio"),
+    ("open.spotify.com", "Music & Audio"),
+    ("spotify.com", "Music & Audio"),
+    ("music.apple.com", "Music & Audio"),
+    ("soundcloud.com", "Music & Audio"),
+    ("podme.com", "Music & Audio"),
+    ("bookbeat.se", "Music & Audio"),
+    ("storytel.com", "Music & Audio"),
+    ("audible.com", "Music & Audio"),
+    ("sverigesradio.se", "Music & Audio"),
+    ("sr.se", "Music & Audio"),
+    ("radio.se", "Music & Audio"),
+    # Video Streaming domains (svtplay.se, svt.se/play before svt.se; tv4.se→Video per Matthias dict)
+    ("svt.se/play", "Video Streaming"),
+    ("svtplay.se", "Video Streaming"),
+    ("tv4play.se", "Video Streaming"),
+    ("tv4.se", "Video Streaming"),
+    ("youtube.com", "Video Streaming"),
+    ("youtu.be", "Video Streaming"),
+    ("netflix.com", "Video Streaming"),
+    ("viaplay.se", "Video Streaming"),
+    ("max.com", "Video Streaming"),
+    ("hbomax.com", "Video Streaming"),
+    ("primevideo.com", "Video Streaming"),
+    ("disneyplus.com", "Video Streaming"),
+    ("twitch.tv/directory/game", "Games"),
+    ("twitch.tv", "Video Streaming"),
+    ("vimeo.com", "Video Streaming"),
+    ("dailymotion.com", "Video Streaming"),
+    ("kanopy.com", "Video Streaming"),
+    ("dr.dk", "Video Streaming"),
+    ("nrk.no", "Video Streaming"),
+    # Travel & Mobility (maps before google.com)
+    ("maps.google.com", "Travel & Mobility"),
+    ("google.com/maps", "Travel & Mobility"),
+    ("sj.se", "Travel & Mobility"),
+    ("sl.se", "Travel & Mobility"),
+    ("vasttrafik.se", "Travel & Mobility"),
+    ("skanetrafiken.se", "Travel & Mobility"),
+    ("resrobot.se", "Travel & Mobility"),
+    ("flixbus.se", "Travel & Mobility"),
+    ("sas.se", "Travel & Mobility"),
+    ("flysas.com", "Travel & Mobility"),
+    ("norwegian.com", "Travel & Mobility"),
+    ("ryanair.com", "Travel & Mobility"),
+    ("airbnb.com", "Travel & Mobility"),
+    ("booking.com", "Travel & Mobility"),
+    ("hotels.com", "Travel & Mobility"),
+    ("tripadvisor.com", "Travel & Mobility"),
+    ("uber.com", "Travel & Mobility"),
+    ("bolt.eu", "Travel & Mobility"),
+    ("parkster.com", "Travel & Mobility"),
+    ("easypark.com", "Travel & Mobility"),
+    ("circlek.se", "Travel & Mobility"),
+    ("okq8.se", "Travel & Mobility"),
+    ("preem.se", "Travel & Mobility"),
+    # Search & Navigation (google.com after maps.google.com captured above)
+    ("google.com", "Search & Navigation"),
+    ("google.se", "Search & Navigation"),
+    ("bing.com", "Search & Navigation"),
+    ("duckduckgo.com", "Search & Navigation"),
+    ("yahoo.com", "Search & Navigation"),
+    ("startpage.com", "Search & Navigation"),
+    ("ecosia.org", "Search & Navigation"),
+    ("kagi.com", "Search & Navigation"),
+    ("brave.com/search", "Search & Navigation"),
+    # News & Current Affairs (svt.se after svt.se/play and svtplay.se)
+    ("svt.se", "News & Current Affairs"),
+    ("dn.se", "News & Current Affairs"),
+    ("dagensnyheter.se", "News & Current Affairs"),
+    ("svd.se", "News & Current Affairs"),
+    ("aftonbladet.se", "News & Current Affairs"),
+    ("expressen.se", "News & Current Affairs"),
+    ("gp.se", "News & Current Affairs"),
+    ("goteborgsposten.se", "News & Current Affairs"),
+    ("sydsvenskan.se", "News & Current Affairs"),
+    ("hd.se", "News & Current Affairs"),
+    ("unt.se", "News & Current Affairs"),
+    ("vk.se", "News & Current Affairs"),
+    ("nwt.se", "News & Current Affairs"),
+    ("corren.se", "News & Current Affairs"),
+    ("omni.se", "News & Current Affairs"),
+    ("di.se", "News & Current Affairs"),
+    ("dagensindustri.se", "News & Current Affairs"),
+    ("breakit.se", "News & Current Affairs"),
+    ("nyteknik.se", "News & Current Affairs"),
+    ("theguardian.com", "News & Current Affairs"),
+    ("bbc.com", "News & Current Affairs"),
+    ("bbc.co.uk", "News & Current Affairs"),
+    ("cnn.com", "News & Current Affairs"),
+    ("edition.cnn.com", "News & Current Affairs"),
+    ("aljazeera.com", "News & Current Affairs"),
+    ("reuters.com", "News & Current Affairs"),
+    ("apnews.com", "News & Current Affairs"),
+    ("ft.com", "News & Current Affairs"),
+    ("economist.com", "News & Current Affairs"),
+    # Social Networking
+    ("facebook.com", "Social Networking"),
+    ("instagram.com", "Social Networking"),
+    ("threads.net", "Social Networking"),
+    ("x.com", "Social Networking"),
+    ("twitter.com", "Social Networking"),
+    ("linkedin.com", "Social Networking"),
+    ("mastodon.social", "Social Networking"),
+    ("bsky.app", "Social Networking"),
+    ("blueskyweb.xyz", "Social Networking"),
+    ("bere.al", "Social Networking"),
+    ("snapchat.com", "Social Networking"),
+    ("pinterest.com", "Social Networking"),
+    # Messaging (specific subdomains before parent)
+    ("web.whatsapp.com", "Messaging"),
+    ("web.telegram.org", "Messaging"),
+    ("chat.google.com", "Messaging"),
+    ("messages.google.com", "Messaging"),
+    ("whatsapp.com", "Messaging"),
+    ("messenger.com", "Messaging"),
+    ("telegram.org", "Messaging"),
+    ("signal.org", "Messaging"),
+    ("discord.com", "Messaging"),
+    ("discordapp.com", "Messaging"),
+    ("slack.com", "Messaging"),
+    # Email (specific subdomains before parent)
+    ("mail.google.com", "Email"),
+    ("icloud.com/mail", "Email"),
+    ("zoho.com/mail", "Email"),
+    ("outlook.live.com", "Email"),
+    ("outlook.office.com", "Email"),
+    ("outlook.office365.com", "Email"),
+    ("gmail.com", "Email"),
+    ("hotmail.com", "Email"),
+    ("live.com", "Email"),
+    ("mail.yahoo.com", "Email"),
+    ("proton.me", "Email"),
+    ("protonmail.com", "Email"),
+    ("fastmail.com", "Email"),
+    # AI Chatbots & Assistants
+    ("chat.openai.com", "AI Chatbots & Assistants"),
+    ("huggingface.co/chat", "AI Chatbots & Assistants"),
+    ("chat.mistral.ai", "AI Chatbots & Assistants"),
+    ("gemini.google.com", "AI Chatbots & Assistants"),
+    ("notebooklm.google.com", "AI Chatbots & Assistants"),
+    ("copilot.microsoft.com", "AI Chatbots & Assistants"),
+    ("bard.google.com", "AI Chatbots & Assistants"),
+    ("chatgpt.com", "AI Chatbots & Assistants"),
+    ("openai.com", "AI Chatbots & Assistants"),
+    ("claude.ai", "AI Chatbots & Assistants"),
+    ("anthropic.com", "AI Chatbots & Assistants"),
+    ("perplexity.ai", "AI Chatbots & Assistants"),
+    ("poe.com", "AI Chatbots & Assistants"),
+    ("you.com", "AI Chatbots & Assistants"),
+    ("mistral.ai", "AI Chatbots & Assistants"),
+    ("character.ai", "AI Chatbots & Assistants"),
+    ("meta.ai", "AI Chatbots & Assistants"),
+    ("grok.com", "AI Chatbots & Assistants"),
+    ("x.ai", "AI Chatbots & Assistants"),
+    # Work & Productivity
+    ("teams.microsoft.com", "Work & Productivity"),
+    ("meet.google.com", "Work & Productivity"),
+    ("calendar.google.com", "Work & Productivity"),
+    ("docs.google.com", "Work & Productivity"),
+    ("drive.google.com", "Work & Productivity"),
+    ("translate.google.com", "Work & Productivity"),
+    ("acrobat.adobe.com", "Work & Productivity"),
+    ("onedrive.live.com", "Work & Productivity"),
+    ("zoom.us", "Work & Productivity"),
+    ("office.com", "Work & Productivity"),
+    ("microsoft365.com", "Work & Productivity"),
+    ("sharepoint.com", "Work & Productivity"),
+    ("dropbox.com", "Work & Productivity"),
+    ("notion.so", "Work & Productivity"),
+    ("trello.com", "Work & Productivity"),
+    ("asana.com", "Work & Productivity"),
+    ("monday.com", "Work & Productivity"),
+    ("miro.com", "Work & Productivity"),
+    ("figma.com", "Work & Productivity"),
+    ("canva.com", "Work & Productivity"),
+    ("overleaf.com", "Work & Productivity"),
+    ("deepl.com", "Work & Productivity"),
+    ("adobe.com", "Work & Productivity"),
+    ("github.com", "Work & Productivity"),
+    ("gitlab.com", "Work & Productivity"),
+    ("bitbucket.org", "Work & Productivity"),
+    ("atlassian.net", "Work & Productivity"),
+    ("jira.com", "Work & Productivity"),
+    ("confluence.com", "Work & Productivity"),
+    # Education & Learning
+    ("stackoverflow.com", "Education & Learning"),
+    ("stackexchange.com", "Education & Learning"),
+    ("wikipedia.org", "Education & Learning"),
+    ("canvaslms.com", "Education & Learning"),
+    ("instructure.com", "Education & Learning"),
+    ("moodle.org", "Education & Learning"),
+    ("blackboard.com", "Education & Learning"),
+    ("ladok.se", "Education & Learning"),
+    ("antagning.se", "Education & Learning"),
+    ("studera.nu", "Education & Learning"),
+    ("coursera.org", "Education & Learning"),
+    ("edx.org", "Education & Learning"),
+    ("khanacademy.org", "Education & Learning"),
+    ("duolingo.com", "Education & Learning"),
+    ("quizlet.com", "Education & Learning"),
+    ("researchgate.net", "Education & Learning"),
+    ("academia.edu", "Education & Learning"),
+    ("sciencedirect.com", "Education & Learning"),
+    ("springer.com", "Education & Learning"),
+    ("wiley.com", "Education & Learning"),
+    ("tandfonline.com", "Education & Learning"),
+    ("jstor.org", "Education & Learning"),
+    ("sagepub.com", "Education & Learning"),
+    ("mdpi.com", "Education & Learning"),
+    ("frontiersin.org", "Education & Learning"),
+    # Shopping - Goods
+    ("amazon.se", "Shopping - Goods"),
+    ("amazon.com", "Shopping - Goods"),
+    ("blocket.se", "Shopping - Goods"),
+    ("tradera.com", "Shopping - Goods"),
+    ("prisjakt.nu", "Shopping - Goods"),
+    ("pricerunner.se", "Shopping - Goods"),
+    ("elgiganten.se", "Shopping - Goods"),
+    ("netonnet.se", "Shopping - Goods"),
+    ("mediamarkt.se", "Shopping - Goods"),
+    ("inet.se", "Shopping - Goods"),
+    ("webhallen.com", "Shopping - Goods"),
+    ("komplett.se", "Shopping - Goods"),
+    ("zalando.se", "Shopping - Goods"),
+    ("hm.com", "Shopping - Goods"),
+    ("arket.com", "Shopping - Goods"),
+    ("cos.com", "Shopping - Goods"),
+    ("ellos.se", "Shopping - Goods"),
+    ("boozt.com", "Shopping - Goods"),
+    ("ikea.com", "Shopping - Goods"),
+    ("clasohlson.com", "Shopping - Goods"),
+    ("jula.se", "Shopping - Goods"),
+    ("biltema.se", "Shopping - Goods"),
+    ("apotea.se", "Shopping - Goods"),
+    ("apoteket.se", "Shopping - Goods"),
+    ("kronansapotek.se", "Shopping - Goods"),
+    ("lyko.com", "Shopping - Goods"),
+    ("cdon.se", "Shopping - Goods"),
+    ("adlibris.com", "Shopping - Goods"),
+    ("bokus.com", "Shopping - Goods"),
+    ("wish.com", "Shopping - Goods"),
+    ("temu.com", "Shopping - Goods"),
+    ("aliexpress.com", "Shopping - Goods"),
+    # Shopping - Groceries & Food
+    ("ica.se", "Shopping - Groceries & Food"),
+    ("coop.se", "Shopping - Groceries & Food"),
+    ("willys.se", "Shopping - Groceries & Food"),
+    ("hemkop.se", "Shopping - Groceries & Food"),
+    ("citygross.se", "Shopping - Groceries & Food"),
+    ("mathem.se", "Shopping - Groceries & Food"),
+    ("foodora.se", "Shopping - Groceries & Food"),
+    ("wolt.com", "Shopping - Groceries & Food"),
+    ("ubereats.com", "Shopping - Groceries & Food"),
+    ("hellofresh.se", "Shopping - Groceries & Food"),
+    ("linasmatkasse.se", "Shopping - Groceries & Food"),
+    ("simplefeast.com", "Shopping - Groceries & Food"),
+    ("kavall.co", "Shopping - Groceries & Food"),
+    # Banking & Finance
+    ("swedbank.se", "Banking & Finance"),
+    ("seb.se", "Banking & Finance"),
+    ("handelsbanken.se", "Banking & Finance"),
+    ("nordea.se", "Banking & Finance"),
+    ("lansforsakringar.se", "Banking & Finance"),
+    ("skandia.se", "Banking & Finance"),
+    ("ica-banken.se", "Banking & Finance"),
+    ("danskebank.se", "Banking & Finance"),
+    ("avanza.se", "Banking & Finance"),
+    ("nordnet.se", "Banking & Finance"),
+    ("klarna.com", "Banking & Finance"),
+    ("paypal.com", "Banking & Finance"),
+    ("revolut.com", "Banking & Finance"),
+    ("wise.com", "Banking & Finance"),
+    ("zettle.com", "Banking & Finance"),
+    ("fortnox.se", "Banking & Finance"),
+    ("vismaspcs.se", "Banking & Finance"),
+    # Public Services
+    ("skatteverket.se", "Public Services"),
+    ("forsakringskassan.se", "Public Services"),
+    ("pensionsmyndigheten.se", "Public Services"),
+    ("arbetsformedlingen.se", "Public Services"),
+    ("1177.se", "Public Services"),
+    ("bankid.com", "Public Services"),
+    ("minmyndighetspost.se", "Public Services"),
+    ("kivra.se", "Public Services"),
+    ("polisen.se", "Public Services"),
+    ("migrationsverket.se", "Public Services"),
+    ("csn.se", "Public Services"),
+    ("trafikverket.se", "Public Services"),
+    ("transportstyrelsen.se", "Public Services"),
+    ("lantmateriet.se", "Public Services"),
+    ("bolagsverket.se", "Public Services"),
+    ("verksamt.se", "Public Services"),
+    ("stockholm.se", "Public Services"),
+    ("goteborg.se", "Public Services"),
+    ("malmo.se", "Public Services"),
+    ("uppsala.se", "Public Services"),
+    ("umea.se", "Public Services"),
+    ("lund.se", "Public Services"),
+    # Games
+    ("steampowered.com", "Games"),
+    ("steamcommunity.com", "Games"),
+    ("epicgames.com", "Games"),
+    ("battle.net", "Games"),
+    ("xbox.com", "Games"),
+    ("playstation.com", "Games"),
+    ("roblox.com", "Games"),
+    ("minecraft.net", "Games"),
+    ("chess.com", "Games"),
+    ("lichess.org", "Games"),
+    ("poki.com", "Games"),
+    ("miniclip.com", "Games"),
+    ("agar.io", "Games"),
+    ("forgeofempires.com", "Games"),
+    ("catanuniverse.com", "Games"),
+    # --- TITLE KEYWORDS (ordered by TITLE_RULES priority) ---
+    # Sensitive / Excluded title keywords
+    ("svenska spel", "Sensitive / Excluded"),
+    ("unibet", "Sensitive / Excluded"),
+    ("bet365", "Sensitive / Excluded"),
+    ("pokerstars", "Sensitive / Excluded"),
+    ("casino", "Sensitive / Excluded"),
+    ("tinder", "Sensitive / Excluded"),
+    ("bumble", "Sensitive / Excluded"),
+    ("grindr", "Sensitive / Excluded"),
+    # Travel & Mobility title keywords
+    ("google maps", "Travel & Mobility"),
+    ("sl reseplanerare", "Travel & Mobility"),
+    ("vasttraffik", "Travel & Mobility"),
+    ("vasttrafik", "Travel & Mobility"),
+    ("skanetrafiken", "Travel & Mobility"),
+    ("resrobot", "Travel & Mobility"),
+    ("ryanair", "Travel & Mobility"),
+    ("booking.com", "Travel & Mobility"),
+    ("airbnb", "Travel & Mobility"),
+    ("hotels.com", "Travel & Mobility"),
+    ("tripadvisor", "Travel & Mobility"),
+    ("easypark", "Travel & Mobility"),
+    ("parkster", "Travel & Mobility"),
+    ("norwegian", "Travel & Mobility"),
+    ("flixbus", "Travel & Mobility"),
+    ("uber eats", "Shopping - Groceries & Food"),
+    ("uber", "Travel & Mobility"),
+    ("bolt", "Travel & Mobility"),
+    ("maps", "Travel & Mobility"),
+    ("sas", "Travel & Mobility"),
+    ("sj", "Travel & Mobility"),
+    # Shopping - Groceries title keywords
+    ("ica", "Shopping - Groceries & Food"),
+    ("coop", "Shopping - Groceries & Food"),
+    ("willys", "Shopping - Groceries & Food"),
+    ("hemköp", "Shopping - Groceries & Food"),
+    ("hemkop", "Shopping - Groceries & Food"),
+    ("city gross", "Shopping - Groceries & Food"),
+    ("mathem", "Shopping - Groceries & Food"),
+    ("foodora", "Shopping - Groceries & Food"),
+    ("wolt", "Shopping - Groceries & Food"),
+    ("hellofresh", "Shopping - Groceries & Food"),
+    ("linas matkasse", "Shopping - Groceries & Food"),
+    # Shopping - Goods title keywords
+    ("amazon", "Shopping - Goods"),
+    ("blocket", "Shopping - Goods"),
+    ("tradera", "Shopping - Goods"),
+    ("prisjakt", "Shopping - Goods"),
+    ("pricerunner", "Shopping - Goods"),
+    ("elgiganten", "Shopping - Goods"),
+    ("netonnet", "Shopping - Goods"),
+    ("webhallen", "Shopping - Goods"),
+    ("komplett", "Shopping - Goods"),
+    ("zalando", "Shopping - Goods"),
+    ("h&m", "Shopping - Goods"),
+    ("ikea", "Shopping - Goods"),
+    ("clas ohlson", "Shopping - Goods"),
+    ("jula", "Shopping - Goods"),
+    ("biltema", "Shopping - Goods"),
+    ("apotea", "Shopping - Goods"),
+    ("apoteket", "Shopping - Goods"),
+    ("kronans apotek", "Shopping - Goods"),
+    ("lyko", "Shopping - Goods"),
+    ("cdon", "Shopping - Goods"),
+    ("adlibris", "Shopping - Goods"),
+    ("bokus", "Shopping - Goods"),
+    ("temu", "Shopping - Goods"),
+    ("aliexpress", "Shopping - Goods"),
+    ("inet", "Shopping - Goods"),
+    # Banking & Finance title keywords
+    ("swedbank", "Banking & Finance"),
+    ("handelsbanken", "Banking & Finance"),
+    ("länsförsäkringar", "Banking & Finance"),
+    ("lansforsakringar", "Banking & Finance"),
+    ("skandia", "Banking & Finance"),
+    ("ica banken", "Banking & Finance"),
+    ("avanza", "Banking & Finance"),
+    ("nordnet", "Banking & Finance"),
+    ("klarna", "Banking & Finance"),
+    ("paypal", "Banking & Finance"),
+    ("revolut", "Banking & Finance"),
+    ("wise", "Banking & Finance"),
+    ("fortnox", "Banking & Finance"),
+    ("visma", "Banking & Finance"),
+    ("nordea", "Banking & Finance"),
+    ("seb", "Banking & Finance"),
+    # Public Services title keywords
+    ("skatteverket", "Public Services"),
+    ("försäkringskassan", "Public Services"),
+    ("forsakringskassan", "Public Services"),
+    ("pensionsmyndigheten", "Public Services"),
+    ("arbetsförmedlingen", "Public Services"),
+    ("arbetsformedlingen", "Public Services"),
+    ("1177", "Public Services"),
+    ("bankid", "Public Services"),
+    ("min myndighetspost", "Public Services"),
+    ("kivra", "Public Services"),
+    ("polisen", "Public Services"),
+    ("migrationsverket", "Public Services"),
+    ("csn", "Public Services"),
+    ("trafikverket", "Public Services"),
+    ("transportstyrelsen", "Public Services"),
+    ("lantmäteriet", "Public Services"),
+    ("lantmateriet", "Public Services"),
+    ("bolagsverket", "Public Services"),
+    ("verksamt", "Public Services"),
+    # AI Chatbots & Assistants title keywords
+    ("chatgpt", "AI Chatbots & Assistants"),
+    ("chat.openai", "AI Chatbots & Assistants"),
+    ("openai", "AI Chatbots & Assistants"),
+    ("claude", "AI Chatbots & Assistants"),
+    ("anthropic", "AI Chatbots & Assistants"),
+    ("gemini", "AI Chatbots & Assistants"),
+    ("google gemini", "AI Chatbots & Assistants"),
+    ("bard", "AI Chatbots & Assistants"),
+    ("microsoft copilot", "AI Chatbots & Assistants"),
+    ("copilot", "AI Chatbots & Assistants"),
+    ("perplexity", "AI Chatbots & Assistants"),
+    ("poe", "AI Chatbots & Assistants"),
+    ("you.com", "AI Chatbots & Assistants"),
+    ("mistral", "AI Chatbots & Assistants"),
+    ("le chat", "AI Chatbots & Assistants"),
+    ("huggingchat", "AI Chatbots & Assistants"),
+    ("hugging face chat", "AI Chatbots & Assistants"),
+    ("character.ai", "AI Chatbots & Assistants"),
+    ("meta ai", "AI Chatbots & Assistants"),
+    ("grok", "AI Chatbots & Assistants"),
+    ("notebooklm", "AI Chatbots & Assistants"),
+    ("notebook lm", "AI Chatbots & Assistants"),
+    # Work & Productivity title keywords
+    ("microsoft teams", "Work & Productivity"),
+    ("teams", "Work & Productivity"),
+    ("zoom", "Work & Productivity"),
+    ("google meet", "Work & Productivity"),
+    ("google calendar", "Work & Productivity"),
+    ("google kalender", "Work & Productivity"),
+    ("google docs", "Work & Productivity"),
+    ("google dokument", "Work & Productivity"),
+    ("google sheets", "Work & Productivity"),
+    ("google kalkylark", "Work & Productivity"),
+    ("google slides", "Work & Productivity"),
+    ("google presentationer", "Work & Productivity"),
+    ("google drive", "Work & Productivity"),
+    ("office", "Work & Productivity"),
+    ("microsoft 365", "Work & Productivity"),
+    ("onedrive", "Work & Productivity"),
+    ("sharepoint", "Work & Productivity"),
+    ("dropbox", "Work & Productivity"),
+    ("notion", "Work & Productivity"),
+    ("trello", "Work & Productivity"),
+    ("asana", "Work & Productivity"),
+    ("miro", "Work & Productivity"),
+    ("figma", "Work & Productivity"),
+    ("canva", "Work & Productivity"),
+    ("overleaf", "Work & Productivity"),
+    ("deepl", "Work & Productivity"),
+    ("google translate", "Work & Productivity"),
+    ("adobe", "Work & Productivity"),
+    ("acrobat", "Work & Productivity"),
+    ("github", "Work & Productivity"),
+    ("gitlab", "Work & Productivity"),
+    ("jira", "Work & Productivity"),
+    ("confluence", "Work & Productivity"),
+    # Education & Learning title keywords
+    ("wikipedia", "Education & Learning"),
+    ("canvas", "Education & Learning"),
+    ("moodle", "Education & Learning"),
+    ("blackboard", "Education & Learning"),
+    ("ladok", "Education & Learning"),
+    ("antagning", "Education & Learning"),
+    ("coursera", "Education & Learning"),
+    ("edx", "Education & Learning"),
+    ("khan academy", "Education & Learning"),
+    ("duolingo", "Education & Learning"),
+    ("quizlet", "Education & Learning"),
+    ("stack overflow", "Education & Learning"),
+    ("stackexchange", "Education & Learning"),
+    ("researchgate", "Education & Learning"),
+    ("sciencedirect", "Education & Learning"),
+    ("springer", "Education & Learning"),
+    ("wiley", "Education & Learning"),
+    ("jstor", "Education & Learning"),
+    ("sage journals", "Education & Learning"),
+    ("taylor & francis", "Education & Learning"),
+    # Email title keywords
+    ("gmail", "Email"),
+    ("outlook", "Email"),
+    ("hotmail", "Email"),
+    ("yahoo mail", "Email"),
+    ("proton mail", "Email"),
+    ("protonmail", "Email"),
+    ("icloud mail", "Email"),
+    ("zoho mail", "Email"),
+    ("fastmail", "Email"),
+    # Messaging title keywords
+    ("whatsapp", "Messaging"),
+    ("messenger", "Messaging"),
+    ("telegram", "Messaging"),
+    ("signal", "Messaging"),
+    ("discord", "Messaging"),
+    ("slack", "Messaging"),
+    ("google chat", "Messaging"),
+    ("messages", "Messaging"),
+    # Social Networking title keywords
+    ("facebook", "Social Networking"),
+    ("instagram", "Social Networking"),
+    ("threads", "Social Networking"),
+    ("twitter", "Social Networking"),
+    ("x.com", "Social Networking"),
+    ("linkedin", "Social Networking"),
+    ("mastodon", "Social Networking"),
+    ("bluesky", "Social Networking"),
+    ("bsky", "Social Networking"),
+    ("bereal", "Social Networking"),
+    ("snapchat", "Social Networking"),
+    ("pinterest", "Social Networking"),
+    # Video Streaming title keywords
+    ("youtube", "Video Streaming"),
+    ("netflix", "Video Streaming"),
+    ("svt play", "Video Streaming"),
+    ("tv4 play", "Video Streaming"),
+    ("viaplay", "Video Streaming"),
+    ("hbo max", "Video Streaming"),
+    ("hbomax", "Video Streaming"),
+    ("prime video", "Video Streaming"),
+    ("disney+", "Video Streaming"),
+    ("disney plus", "Video Streaming"),
+    ("twitch", "Video Streaming"),
+    ("vimeo", "Video Streaming"),
+    ("dailymotion", "Video Streaming"),
+    # Music & Audio title keywords
+    ("spotify", "Music & Audio"),
+    ("apple music", "Music & Audio"),
+    ("youtube music", "Music & Audio"),
+    ("soundcloud", "Music & Audio"),
+    ("podme", "Music & Audio"),
+    ("bookbeat", "Music & Audio"),
+    ("storytel", "Music & Audio"),
+    ("audible", "Music & Audio"),
+    ("sveriges radio", "Music & Audio"),
+    ("sr play", "Music & Audio"),
+    # Games title keywords
+    ("steam", "Games"),
+    ("epic games", "Games"),
+    ("battle.net", "Games"),
+    ("xbox", "Games"),
+    ("playstation", "Games"),
+    ("roblox", "Games"),
+    ("minecraft", "Games"),
+    ("chess.com", "Games"),
+    ("lichess", "Games"),
+    ("poki", "Games"),
+    ("miniclip", "Games"),
+    ("agar.io", "Games"),
+    ("forge of empires", "Games"),
+    ("catan universe", "Games"),
+    # News & Current Affairs title keywords (after Video keywords — "svt" is safe here)
+    ("svt nyheter", "News & Current Affairs"),
+    ("svt", "News & Current Affairs"),
+    ("dn.se", "News & Current Affairs"),
+    ("dagens nyheter", "News & Current Affairs"),
+    ("svd", "News & Current Affairs"),
+    ("svenska dagbladet", "News & Current Affairs"),
+    ("aftonbladet", "News & Current Affairs"),
+    ("expressen", "News & Current Affairs"),
+    ("göteborgs-posten", "News & Current Affairs"),
+    ("goteborgs-posten", "News & Current Affairs"),
+    ("gp.se", "News & Current Affairs"),
+    ("sydsvenskan", "News & Current Affairs"),
+    ("omni", "News & Current Affairs"),
+    ("dagens industri", "News & Current Affairs"),
+    ("di.se", "News & Current Affairs"),
+    ("breakit", "News & Current Affairs"),
+    ("ny teknik", "News & Current Affairs"),
+    ("the guardian", "News & Current Affairs"),
+    ("bbc", "News & Current Affairs"),
+    ("cnn", "News & Current Affairs"),
+    ("al jazeera", "News & Current Affairs"),
+    ("reuters", "News & Current Affairs"),
+    # Search & Navigation title keywords (last — very broad)
+    ("google search", "Search & Navigation"),
+    ("google", "Search & Navigation"),
+    ("bing", "Search & Navigation"),
+    ("duckduckgo", "Search & Navigation"),
+    ("yahoo search", "Search & Navigation"),
+    ("startpage", "Search & Navigation"),
+    ("ecosia", "Search & Navigation"),
+    ("kagi", "Search & Navigation"),
+]
+
+# App-name → study category aliases used by the web UI preset.
+# Faithfully derived from Matthias Lehner's APP_TO_CATEGORY dict (classifier 2026-07-06).
+# These aliases are not injected into the watcher: Research Edition storage keeps
+# the approved raw app name and removes the non-browser title and every URL.
+APP_CATEGORY_MAP: dict[str, str] = {
+    # AI chatbots & assistants
+    "chatgpt": "AI Chatbots & Assistants",
+    "chatgpt.exe": "AI Chatbots & Assistants",
+    "claude": "AI Chatbots & Assistants",
+    "claude.exe": "AI Chatbots & Assistants",
+    "gemini": "AI Chatbots & Assistants",
+    "microsoft copilot": "AI Chatbots & Assistants",
+    "copilot": "AI Chatbots & Assistants",
+    "perplexity": "AI Chatbots & Assistants",
+    "poe": "AI Chatbots & Assistants",
+    # Work & Productivity — Microsoft Office
+    "microsoft word": "Work & Productivity",
+    "word": "Work & Productivity",
+    "winword.exe": "Work & Productivity",
+    "microsoft excel": "Work & Productivity",
+    "excel": "Work & Productivity",
+    "excel.exe": "Work & Productivity",
+    "microsoft powerpoint": "Work & Productivity",
+    "powerpoint": "Work & Productivity",
+    "powerpnt.exe": "Work & Productivity",
+    # Email — Outlook is email, not productivity
+    "microsoft outlook": "Email",
+    "outlook": "Email",
+    "outlook.exe": "Email",
+    # Work & Productivity — collaboration/notes
+    "microsoft teams": "Work & Productivity",
+    "teams": "Work & Productivity",
+    "zoom": "Work & Productivity",
+    "zoom.us": "Work & Productivity",
+    "notion": "Work & Productivity",
+    "onenote": "Work & Productivity",
+    "adobe acrobat": "Work & Productivity",
+    "acrobat": "Work & Productivity",
+    "preview": "Work & Productivity",
+    "pages": "Work & Productivity",
+    "numbers": "Work & Productivity",
+    "keynote": "Work & Productivity",
+    "libreoffice": "Work & Productivity",
+    # Email — native clients
+    "mail": "Email",
+    "thunderbird": "Email",
+    # Messaging
+    "slack": "Messaging",
+    "signal": "Messaging",
+    "telegram": "Messaging",
+    "whatsapp": "Messaging",
+    "messenger": "Messaging",
+    "discord": "Messaging",
+    # Music & Audio
+    "spotify": "Music & Audio",
+    "music": "Music & Audio",
+    "apple music": "Music & Audio",
+    # Video Streaming — media players
+    "vlc": "Video Streaming",
+    "quicktime player": "Video Streaming",
+    "netflix": "Video Streaming",
+    # Games
+    "steam": "Games",
+    "epic games launcher": "Games",
+    "battle.net": "Games",
+    "roblox": "Games",
+    "minecraft": "Games",
+    "xbox": "Games",
+    # Work & Productivity — creative/professional software
+    "photoshop": "Work & Productivity",
+    "illustrator": "Work & Productivity",
+    "indesign": "Work & Productivity",
+    "lightroom": "Work & Productivity",
+    "premiere pro": "Work & Productivity",
+    "final cut pro": "Work & Productivity",
+    "figma": "Work & Productivity",
+    "blender": "Work & Productivity",
+    "autocad": "Work & Productivity",
+    # System utilities — explicitly excluded (not a lookup miss)
+    "finder": "Excluded",
+    "explorer": "Excluded",
+    "explorer.exe": "Excluded",
+    "system settings": "Excluded",
+    "settings": "Excluded",
+    "system preferences": "Excluded",
+    "terminal": "Excluded",
+    "cmd.exe": "Excluded",
+    "powershell.exe": "Excluded",
+}
+
+
+def build_toml_table(entries: list[tuple[str, str]]) -> str:
+    seen: dict[str, str] = {}
+    for pattern, category in entries:
+        if pattern not in seen:
+            seen[pattern] = category
+    items = []
+    for pattern, category in seen.items():
+        k = pattern.replace("\\", "\\\\").replace('"', '\\"')
+        v = category.replace("\\", "\\\\").replace('"', '\\"')
+        items.append(f'"{k}" = "{v}"')
+    return "\n".join(items)
+
+
+# The flag must be matched anchored to line start. Since aw-watcher-window #137,
+# config.py also documents the rewrite in a comment containing the literal text
+# `sed -i 's/^research_enabled = false$/research_enabled = true/'`, and that
+# comment appears *before* the real flag. An unanchored replace would patch the
+# comment and leave research_enabled = false -- a green build with the Research
+# Edition silently disabled.
+ENABLED_FLAG_RE = re.compile(r"^research_enabled = false$", re.MULTILINE)
+
+# Anchor for the post-#137 layout: research knobs moved out of `default_config`
+# into a separate template so they are not persisted into every fresh install's
+# config file.
+RESEARCH_DEFAULTS_ANCHOR = 'research_defaults = """'
+
+
+def patch_config(text: str) -> str:
+    """Enable browser categorization while leaving the watcher app map empty."""
+    category_header = "[aw-watcher-window.research_category_map]"
+
+    enabled_matches = len(ENABLED_FLAG_RE.findall(text))
+    if enabled_matches != 1:
+        raise ValueError(
+            f"expected exactly one line-anchored 'research_enabled = false', found {enabled_matches}"
+        )
+
+    entries = build_toml_table(CATEGORY_MAP)
+
+    if RESEARCH_DEFAULTS_ANCHOR in text:
+        # Post-#137: the browser map belongs inside `research_defaults`.
+        # That template is parsed standalone and merged into the
+        # [aw-watcher-window] section key-by-key, so its table headers must NOT
+        # carry the section prefix.
+        # Include an empty [research_app_category_map] so that an upgrade from
+        # an earlier Research Edition (which may have had this map populated)
+        # explicitly clears it via the key-by-key merge. Without this, a prior
+        # non-empty app map survives the upgrade and continues replacing app
+        # names with categories, defeating the primary behavior change.
+        block = f"research_enabled = true\n\n[research_category_map]\n{entries}\n\n[research_app_category_map]"
+        patched = ENABLED_FLAG_RE.sub(lambda _: block, text, count=1)
+    else:
+        # Pre-#137: the section-prefixed browser header is already present in
+        # `default_config`; leave the app-map section empty.
+        if text.count(category_header) != 1:
+            raise ValueError(f"expected exactly one '{category_header}' section")
+        patched = ENABLED_FLAG_RE.sub("research_enabled = true", text, count=1)
+        patched = patched.replace(category_header, f"{category_header}\n{entries}", 1)
+
+    return patched
+
+
+def main() -> None:
+    if not CONFIG_FILE.exists():
+        print(f"Error: {CONFIG_FILE} not found", file=sys.stderr)
+        sys.exit(1)
+    text = CONFIG_FILE.read_text(encoding="utf-8")
+    try:
+        patched = patch_config(text)
+    except ValueError as error:
+        print(f"Error: {error} in {CONFIG_FILE}", file=sys.stderr)
+        sys.exit(1)
+    CONFIG_FILE.write_text(patched, encoding="utf-8")
+    unique = len({p for p, _ in CATEGORY_MAP})
+    cats = len({c for _, c in CATEGORY_MAP})
+    print(
+        f"Injected {unique} unique patterns across {cats} categories into {CONFIG_FILE}"
+    )
+    print("Preserving application names; watcher app-category map left empty")
+
+
+if __name__ == "__main__":
+    main()