Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

, '', date_str)\n date_str = re.sub(r'\\s*[A-Z]{2,5}

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

, '', date_str).strip()\n\n for fmt in _DATE_FORMATS:\n try:\n return datetime.strptime(date_str, fmt)\n except ValueError:\n continue\n\n raise ValueError(\n f\"Unrecognised date format: '{date_str}'. \"\n \"Supported: YYYY-MM-DD, DD/MM/YYYY, MM/DD/YYYY, DD.MM.YYYY, \"\n \"DD Mon YYYY, Mon DD YYYY, YYYYMMDD, and variants with time.\"\n )\n\n\ndef normalise_date(date_str: str) -> str:\n \"\"\"Return ISO 8601 date string (YYYY-MM-DD), or raise ValueError.\"\"\"\n return parse_date(date_str).strftime(\"%Y-%m-%d\")\n\n\n# ---------------------------------------------------------------------------\n# Amount parsing\n# ---------------------------------------------------------------------------\n\n# Comprehensive currency symbol regex\n_CURRENCY_SYMBOLS = r'[£$€¥₹₩₪₺₽฿₫₦₲₡₵₴₸₼₾₠₢₣¢₤₨＄￡￥]'\n\n\ndef parse_amount(amount_str) -> float:\n \"\"\"\n Parse a monetary amount string to a float.\n\n Handles:\n - US format: $1,234.56 → 1234.56\n - European format: €1.234,56 → 1234.56\n - Space thousands: 1 234,56 → 1234.56\n - Parenthetical: (42.00) → -42.00\n - Currency codes: USD 12.50 → 12.50\n - Signed: -42.00, +12.00\n - Integers: 1000 → 1000.0\n - None / empty raises ValueError\n \"\"\"\n if amount_str is None:\n raise ValueError(\"Amount is None.\")\n if isinstance(amount_str, (int, float)):\n return round(float(amount_str), 4)\n\n s = str(amount_str).strip()\n if not s:\n raise ValueError(f\"Could not parse amount: '{amount_str}'\")\n\n # Parenthetical negative: (42.00) → -42.00\n negative = False\n if s.startswith('(') and s.endswith(')'):\n negative = True\n s = s[1:-1].strip()\n\n # Strip currency symbols\n s = re.sub(_CURRENCY_SYMBOLS, '', s).strip()\n\n # Strip leading/trailing ISO currency codes (USD, EUR, GBP…)\n s = re.sub(r'^[A-Za-z]{2,3}\\s+', '', s).strip()\n s = re.sub(r'\\s+[A-Za-z]{2,3}

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

, '', s).strip()\n\n # Handle explicit sign\n if s.startswith('-'):\n negative = True\n s = s[1:].strip()\n elif s.startswith('+'):\n s = s[1:].strip()\n\n if not s:\n raise ValueError(f\"Could not parse amount: '{amount_str}'\")\n\n # Remove spaces (thousands separator in some EU locales)\n s_ns = s.replace('\\u00a0', '').replace(' ', '') # also strip non-breaking space\n\n has_comma = ',' in s_ns\n has_dot = '.' in s_ns\n\n if has_comma and has_dot:\n # Whichever is rightmost is the decimal separator\n if s_ns.rfind(',') > s_ns.rfind('.'):\n # EU: 1.234,56\n s_clean = s_ns.replace('.', '').replace(',', '.')\n else:\n # US: 1,234.56\n s_clean = s_ns.replace(',', '')\n\n elif has_comma and not has_dot:\n parts = s_ns.split(',')\n if len(parts) == 2 and len(parts[1]) == 3 and parts[0].lstrip('-+').isdigit():\n # Likely US thousands with no decimal: 1,234\n s_clean = s_ns.replace(',', '')\n elif len(parts) > 2:\n # Multiple commas → US thousands grouping: 1,234,567\n s_clean = s_ns.replace(',', '')\n else:\n # EU decimal: 1234,56 or 1,23\n s_clean = s_ns.replace(',', '.')\n\n elif has_dot and not has_comma:\n parts = s_ns.split('.')\n if len(parts) > 2:\n # Multiple dots → EU thousands: 1.234.567\n s_clean = s_ns.replace('.', '')\n else:\n # Single dot → decimal separator\n s_clean = s_ns\n\n else:\n # No separators → plain integer\n s_clean = s_ns\n\n if not s_clean or s_clean in ('.', ','):\n raise ValueError(f\"Could not parse amount: '{amount_str}'\")\n\n try:\n value = float(s_clean)\n if negative:\n value = -abs(value)\n return round(value, 4)\n except ValueError:\n raise ValueError(f\"Could not parse amount: '{amount_str}'\")\n\n\n# ---------------------------------------------------------------------------\n# Currency detection\n# ---------------------------------------------------------------------------\n\n_CURRENCY_CODE_RE = re.compile(\n r'\\b(USD|EUR|GBP|JPY|CAD|AUD|CHF|CNY|CNH|HKD|SGD|INR|KRW|MXN|BRL|'\n r'SEK|NOK|DKK|NZD|ZAR|AED|SAR|QAR|KWD|BHD|OMR|EGP|NGN|KES|IDR|MYR|'\n r'THB|PHP|VND|PKR|BDT|LKR|TWD|CZK|PLN|HUF|RON|BGN|HRK|RSD|TRY|RUB|'\n r'UAH|ILS|ARS|CLP|COP|PEN|UYU|PYG|BOB|GTQ|HNL|CRC|DOP|JMD|TTD|BBD)\\b'\n)\n\n\ndef detect_currency(text: str) -> str:\n \"\"\"\n Detect ISO currency code from a string. Returns code or 'USD' as default.\n \"\"\"\n if not text:\n return \"USD\"\n m = _CURRENCY_CODE_RE.search(text.upper())\n if m:\n return m.group(1)\n # Symbol fallback\n symbol_map = {\n '£': 'GBP', '€': 'EUR', '¥': 'JPY', '₹': 'INR', '₩': 'KRW',\n '₪': 'ILS', '₺': 'TRY', '₽': 'RUB', '฿': 'THB', '₫': 'VND',\n '₦': 'NGN', '₲': 'PYG', '₡': 'CRC', '₵': 'GHS', '₴': 'UAH',\n '₸': 'KZT', 'R

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

: 'BRL', 'S

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

: 'SGD', 'HK

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

: 'HKD', 'NT

Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…

: 'TWD',\n }\n for sym, code in symbol_map.items():\n if sym in text:\n return code\n return \"USD\"\n\n\n# ---------------------------------------------------------------------------\n# Category taxonomy\n# ---------------------------------------------------------------------------\n\nEXPENSE_CATEGORIES: dict[str, list[str]] = {\n \"Food & Dining\": [\n \"Restaurants\", \"Groceries\", \"Coffee & Cafes\", \"Bars & Alcohol\",\n \"Food Delivery\", \"Fast Food\", \"Bubble Tea\", \"Bakery\",\n ],\n \"Travel\": [\n \"Flights\", \"Hotels & Lodging\", \"Car Rental\", \"Taxis & Rideshare\",\n \"Parking\", \"Fuel\", \"Public Transit\", \"Travel Packages\",\n ],\n \"Office & Supplies\": [\n \"Office Supplies\", \"Printing\", \"Postage & Shipping\", \"Furniture\",\n ],\n \"Technology\": [\n \"Software & SaaS\", \"Hardware\", \"Phone & Internet\",\n \"Cloud Services\", \"Cybersecurity\",\n ],\n \"Professional Services\": [\n \"Legal\", \"Accounting\", \"Consulting\", \"Recruiting\", \"Freelance\",\n ],\n \"Marketing\": [\"Advertising\", \"Design\", \"Events\", \"PR & Communications\"],\n \"Health & Medical\": [\n \"Doctor & Clinic\", \"Pharmacy\", \"Insurance\",\n \"Gym & Wellness\", \"Mental Health\", \"Dental & Vision\",\n ],\n \"Entertainment\": [\n \"Streaming\", \"Music & Audio\", \"Gaming\", \"Events & Tickets\", \"Books & Media\",\n ],\n \"Utilities\": [\n \"Electricity\", \"Water\", \"Gas\", \"Waste\", \"Phone & Internet\",\n ],\n \"Education\": [\n \"Online Courses\", \"Books\", \"Conferences\", \"Certifications\",\n \"Language Learning\", \"Tuition\",\n ],\n \"Retail & Shopping\": [\n \"Online Shopping\", \"Department Stores\", \"Clothing & Apparel\",\n \"Electronics\", \"Home & Garden\", \"Furniture & Home\", \"Personal Care\",\n ],\n \"Financial Services\": [\n \"Banking Fees\", \"Investment\", \"Insurance Premiums\", \"Loan Payments\",\n \"Cryptocurrency\",\n ],\n \"Other\": [\n \"Miscellaneous\", \"Payment Services\", \"ATM & Cash\", \"Uncategorized\",\n ],\n}\n\nALL_CATEGORIES: set[str] = set(EXPENSE_CATEGORIES.keys())\nALL_SUBCATEGORIES: set[str] = {\n sub for subs in EXPENSE_CATEGORIES.values() for sub in subs\n}\n\n\ndef validate_category(category: str, subcategory: str = \"\") -> tuple[str, str]:\n \"\"\"\n Validate category and subcategory. Case-insensitive matching.\n Returns (canonical_category, subcategory) or raises ValueError with suggestions.\n \"\"\"\n # Case-insensitive category lookup\n cat_map = {c.lower(): c for c in ALL_CATEGORIES}\n matched_cat = cat_map.get(category.lower())\n if not matched_cat:\n # Suggest closest\n suggestions = [c for c in ALL_CATEGORIES if category.lower() in c.lower()]\n hint = f\" Did you mean: {', '.join(suggestions)}?\" if suggestions else \\\n f\" Valid: {', '.join(sorted(ALL_CATEGORIES))}\"\n raise ValueError(f\"Unknown category '{category}'.{hint}\")\n\n if subcategory:\n valid_subs = EXPENSE_CATEGORIES[matched_cat]\n sub_map = {s.lower(): s for s in valid_subs}\n matched_sub = sub_map.get(subcategory.lower())\n if not matched_sub:\n suggestions = [s for s in valid_subs if subcategory.lower() in s.lower()]\n hint = f\" Did you mean: {', '.join(suggestions)}?\" if suggestions else \\\n f\" Valid for '{matched_cat}': {', '.join(valid_subs)}\"\n raise ValueError(f\"Unknown subcategory '{subcategory}'.{hint}\")\n return matched_cat, matched_sub\n\n return matched_cat, \"\"\n\n\n# ---------------------------------------------------------------------------\n# Global merchant patterns for auto-categorisation\n# (regex pattern, category, subcategory)\n# Ordered: more specific patterns before broader ones.\n# ---------------------------------------------------------------------------\n\nMERCHANT_PATTERNS: list[tuple[str, str, str]] = [\n\n # ── STREAMING ─────────────────────────────────────────────────────────────\n (r\"netflix\", \"Entertainment\", \"Streaming\"),\n (r\"hulu\", \"Entertainment\", \"Streaming\"),\n (r\"disney\\+|disneyplus\", \"Entertainment\", \"Streaming\"),\n (r\"apple\\s*tv\\+?(?!\\s*store)\", \"Entertainment\", \"Streaming\"),\n (r\"paramount\\+|paramountplus|cbs\\s*all\\s*access\", \"Entertainment\", \"Streaming\"),\n (r\"peacock\\s*(?:tv|premium)?\", \"Entertainment\", \"Streaming\"),\n (r\"hbo\\s*max|\\bmax\\s*(?:streaming|subscription)\", \"Entertainment\", \"Streaming\"),\n (r\"discovery\\+|discoveryplus\", \"Entertainment\", \"Streaming\"),\n (r\"amazon\\s*prime\\s*video|prime\\s*video\", \"Entertainment\", \"Streaming\"),\n (r\"crunchyroll|funimation\", \"Entertainment\", \"Streaming\"),\n (r\"mubi|criterion\\s*channel|shudder|britbox|acorn\\s*tv\", \"Entertainment\", \"Streaming\"),\n (r\"youtube\\s*premium\", \"Entertainment\", \"Streaming\"),\n (r\"espn\\+|espnplus\", \"Entertainment\", \"Streaming\"),\n (r\"sling\\s*tv|fubotv?|philo\\s*tv|directv\\s*stream\", \"Entertainment\", \"Streaming\"),\n (r\"tubi\\s*tv|pluto\\s*tv|plex\\s*(?:pass|tv)?\", \"Entertainment\", \"Streaming\"),\n (r\"viu\\b|iflix|catchplay|bilibili|iqiyi|youku|mango\\s*tv\", \"Entertainment\", \"Streaming\"), # Asia\n (r\"wavve|tving|watcha|laftel|seezn|kakao\\s*tv\", \"Entertainment\", \"Streaming\"), # Korea\n (r\"hotstar|jio\\s*cinema|zee5|voot|sony\\s*liv|eros\\s*now|alt\\s*balaji\", \"Entertainment\", \"Streaming\"), # India\n (r\"vidio|mola\\s*tv|genflix\", \"Entertainment\", \"Streaming\"), # Indonesia\n (r\"iptv|stan\\b|binge\\b|foxtel\\s*(?:now|go)?\", \"Entertainment\", \"Streaming\"), # Australia\n\n # ── MUSIC ─────────────────────────────────────────────────────────────────\n (r\"spotify\", \"Entertainment\", \"Streaming\"),\n (r\"apple\\s*music\", \"Entertainment\", \"Music & Audio\"),\n (r\"tidal\\b\", \"Entertainment\", \"Music & Audio\"),\n (r\"amazon\\s*music\", \"Entertainment\", \"Music & Audio\"),\n (r\"youtube\\s*music\", \"Entertainment\", \"Music & Audio\"),\n (r\"deezer\", \"Entertainment\", \"Music & Audio\"),\n (r\"soundcloud\", \"Entertainment\", \"Music & Audio\"),\n (r\"pandora\", \"Entertainment\", \"Music & Audio\"),\n (r\"qobuz|napster|iheartradio|bandcamp\", \"Entertainment\", \"Music & Audio\"),\n\n # ── GAMING ────────────────────────────────────────────────────────────────\n (r\"xbox\\s*(?:game\\s*pass|live|gold)|microsoft\\s*gaming\", \"Entertainment\", \"Gaming\"),\n (r\"playstation|psn\\b|ps\\s*(?:now|plus|store)\", \"Entertainment\", \"Gaming\"),\n (r\"nintendo(?:\\s*eshop)?\", \"Entertainment\", \"Gaming\"),\n (r\"steam(?:\\s*games|\\s*purchase)?\", \"Entertainment\", \"Gaming\"),\n (r\"epic\\s*games\", \"Entertainment\", \"Gaming\"),\n (r\"ea\\s*(?:play|origin)|\\borigin\\.com\", \"Entertainment\", \"Gaming\"),\n (r\"battle\\.net|blizzard\\s*entertainment\", \"Entertainment\", \"Gaming\"),\n (r\"ubisoft|uplay\\b\", \"Entertainment\", \"Gaming\"),\n (r\"discord\\s*nitro\", \"Entertainment\", \"Gaming\"),\n (r\"roblox|minecraft|valorant|fortnite|genshin\", \"Entertainment\", \"Gaming\"),\n\n # ── EVENTS & TICKETS ──────────────────────────────────────────────────────\n (r\"ticketmaster|ticketek|sistic|axs\\.com|eventbrite|stubhub|viagogo|dice\\.fm\", \"Entertainment\", \"Events & Tickets\"),\n (r\"amc\\s*theatre|regal\\s*cinema|cinemark|imax\\b|cineplex|odeon|cineworld|vue\\s*cinema\", \"Entertainment\", \"Events & Tickets\"),\n (r\"golden\\s*village|cathay\\s*cineplexes|shaw\\s*theatres|gsc\\s*cinemas|tgv\\s*cinemas\", \"Entertainment\", \"Events & Tickets\"), # SEA\n\n # ── FOOD DELIVERY ─────────────────────────────────────────────────────────\n (r\"uber\\s*eats\", \"Food & Dining\", \"Food Delivery\"),\n (r\"doordash\", \"Food & Dining\", \"Food Delivery\"),\n (r\"grubhub\", \"Food & Dining\", \"Food Delivery\"),\n (r\"postmates\", \"Food & Dining\", \"Food Delivery\"),\n (r\"instacart\", \"Food & Dining\", \"Food Delivery\"),\n (r\"swiggy\", \"Food & Dining\", \"Food Delivery\"),\n (r\"zomato\", \"Food & Dining\", \"Food Delivery\"),\n (r\"deliveroo\", \"Food & Dining\", \"Food Delivery\"),\n (r\"foodpanda|food\\s*panda\", \"Food & Dining\", \"Food Delivery\"),\n (r\"grabfood|grab\\s*food\", \"Food & Dining\", \"Food Delivery\"),\n (r\"rappi\", \"Food & Dining\", \"Food Delivery\"),\n (r\"ifood\\b\", \"Food & Dining\", \"Food Delivery\"),\n (r\"pedidosya|pedidos\\s*ya\", \"Food & Dining\", \"Food Delivery\"),\n (r\"wolt\\b\", \"Food & Dining\", \"Food Delivery\"),\n (r\"glovo\", \"Food & Dining\", \"Food Delivery\"),\n (r\"just\\s*eat|justeat|menulog|skip\\s*the\\s*dishes|skipthedishes\", \"Food & Dining\", \"Food Delivery\"),\n (r\"talabat\", \"Food & Dining\", \"Food Delivery\"),\n (r\"noon\\s*food|careem\\s*food|hungerstation\", \"Food & Dining\", \"Food Delivery\"),\n (r\"meituan|ele\\.me|baidu\\s*waimai\", \"Food & Dining\", \"Food Delivery\"),\n (r\"baemin|yogiyo|coupang\\s*eats\", \"Food & Dining\", \"Food Delivery\"),\n (r\"demaecan\", \"Food & Dining\", \"Food Delivery\"),\n\n # ── COFFEE & CAFES ────────────────────────────────────────────────────────\n (r\"starbucks\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"dunkin(?:\\s*donuts)?\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"tim\\s*hortons\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"peet'?s\\s*coffee\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"blue\\s*bottle\\s*coffee\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"costa\\s*coffee\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"caffe\\s*nero\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"second\\s*cup\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"gloria\\s*jean'?s\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"the\\s*coffee\\s*bean\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"caribou\\s*coffee\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"mccafe|mc\\s*cafe\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"nespresso|nescafe|lavazza|segafredo|illy\\s*caffe\", \"Food & Dining\", \"Coffee & Cafes\"),\n (r\"hollys\\s*coffee|ediya|coffee\\s*bene|twosome\\s*place|paik'?s\\s*coffee\", \"Food & Dining\", \"Coffee & Cafes\"), # Korea\n (r\"doutor|komeda|st\\s*marc\\s*cafe|tully'?s\", \"Food & Dining\", \"Coffee & Cafes\"), # Japan\n (r\"old\\s*town\\s*white\\s*coffee|zus\\s*coffee|tealive\", \"Food & Dining\", \"Coffee & Cafes\"), # Malaysia\n (r\"ya\\s*kun|toast\\s*box|killiney\\s*kopitiam\", \"Food & Dining\", \"Coffee & Cafes\"), # Singapore\n (r\"kopi\\s*kenangan|fore\\s*coffee|janji\\s*jiwa\", \"Food & Dining\", \"Coffee & Cafes\"), # Indonesia\n\n # ── BUBBLE TEA ────────────────────────────────────────────────────────────\n (r\"gong\\s*cha|kung\\s*fu\\s*tea|tiger\\s*sugar|koi\\s*the|xing\\s*fu\\s*tang|moge\\s*tee\", \"Food & Dining\", \"Bubble Tea\"),\n (r\"chatime|coco\\s*(?:fresh|boba)?|share\\s*tea|the\\s*alley|r&b\\s*tea|presotea|tp\\s*tea\", \"Food & Dining\", \"Bubble Tea\"),\n (r\"tpumkin|boba\\s*guys|kung\\s*tea|tiger\\s*milk\\s*tea|happy\\s*lemon\", \"Food & Dining\", \"Bubble Tea\"),\n\n # ── FAST FOOD ─────────────────────────────────────────────────────────────\n (r\"mcdonald'?s|mcdonalds|mcd\\b|golden\\s*arches\", \"Food & Dining\", \"Fast Food\"),\n (r\"burger\\s*king\", \"Food & Dining\", \"Fast Food\"),\n (r\"wendy'?s\", \"Food & Dining\", \"Fast Food\"),\n (r\"kfc|kentucky\\s*fried\\s*chicken\", \"Food & Dining\", \"Fast Food\"),\n (r\"subway(?!\\s*(?:train|metro|station|transit|rail))\", \"Food & Dining\", \"Fast Food\"),\n (r\"pizza\\s*hut\", \"Food & Dining\", \"Fast Food\"),\n (r\"domino'?s(?:\\s*pizza)?\", \"Food & Dining\", \"Fast Food\"),\n (r\"taco\\s*bell\", \"Food & Dining\", \"Fast Food\"),\n (r\"chick-?fil-?a\", \"Food & Dining\", \"Fast Food\"),\n (r\"five\\s*guys\", \"Food & Dining\", \"Fast Food\"),\n (r\"shake\\s*shack\", \"Food & Dining\", \"Fast Food\"),\n (r\"in-?n-?out\\s*burger\", \"Food & Dining\", \"Fast Food\"),\n (r\"popeyes\\s*(?:louisiana)?\", \"Food & Dining\", \"Fast Food\"),\n (r\"chipot?le\", \"Food & Dining\", \"Fast Food\"),\n (r\"panda\\s*express\", \"Food & Dining\", \"Fast Food\"),\n (r\"wingstop|wing\\s*stop|buffalo\\s*wild\\s*wings|bww\\b\", \"Food & Dining\", \"Fast Food\"),\n (r\"sonic\\s*drive-?in\", \"Food & Dining\", \"Fast Food\"),\n (r\"jack\\s*in\\s*the\\s*box\", \"Food & Dining\", \"Fast Food\"),\n (r\"carl'?s\\s*jr|hardee'?s|whataburger\", \"Food & Dining\", \"Fast Food\"),\n (r\"papa\\s*john'?s|little\\s*caesars\", \"Food & Dining\", \"Fast Food\"),\n (r\"nando'?s|wagamama|itsu\\b|leon\\b|pret\\s*a\\s*manger|pret\\b\", \"Food & Dining\", \"Fast Food\"), # UK\n (r\"greggs\\b\", \"Food & Dining\", \"Bakery\"),\n (r\"krispy\\s*kreme|cinnabon|auntie\\s*anne'?s\", \"Food & Dining\", \"Bakery\"),\n (r\"jollibee\", \"Food & Dining\", \"Fast Food\"), # Philippines\n (r\"mos\\s*burger|lotteria|yoshinoya|sukiya|matsuya|gyudon|pepper\\s*lunch\", \"Food & Dining\", \"Fast Food\"), # Japan/Korea\n (r\"grill'?d|hungry\\s*jack'?s|red\\s*rooster|oporto\", \"Food & Dining\", \"Fast Food\"), # Australia\n\n # ── GROCERIES ─────────────────────────────────────────────────────────────\n # US / Canada\n (r\"walmart(?!\\s*(?:pharmacy|vision|auto|money|credit))\", \"Food & Dining\", \"Groceries\"),\n (r\"costco\", \"Food & Dining\", \"Groceries\"),\n (r\"sam'?s\\s*club\", \"Food & Dining\", \"Groceries\"),\n (r\"kroger\", \"Food & Dining\", \"Groceries\"),\n (r\"whole\\s*foods\", \"Food & Dining\", \"Groceries\"),\n (r\"trader\\s*joe'?s\", \"Food & Dining\", \"Groceries\"),\n (r\"safeway\", \"Food & Dining\", \"Groceries\"),\n (r\"albertsons\", \"Food & Dining\", \"Groceries\"),\n (r\"publix\", \"Food & Dining\", \"Groceries\"),\n (r\"h-?e-?b\\b\", \"Food & Dining\", \"Groceries\"),\n (r\"meijer\", \"Food & Dining\", \"Groceries\"),\n (r\"wegmans\", \"Food & Dining\", \"Groceries\"),\n (r\"harris\\s*teeter\", \"Food & Dining\", \"Groceries\"),\n (r\"stop\\s*&\\s*shop\", \"Food & Dining\", \"Groceries\"),\n (r\"shoprite\", \"Food & Dining\", \"Groceries\"),\n (r\"aldi(?!\\s*(?:cafe|coffee))\", \"Food & Dining\", \"Groceries\"),\n (r\"food\\s*lion|sprouts\\s*farmers|fresh\\s*market|market\\s*basket\", \"Food & Dining\", \"Groceries\"),\n (r\"winco\\s*foods|grocery\\s*outlet|save-?a-?lot\", \"Food & Dining\", \"Groceries\"),\n (r\"winn-?dixie|jewel-?osco|randalls|tom\\s*thumb|vons|ralphs|pavilions|king\\s*soopers\", \"Food & Dining\", \"Groceries\"),\n (r\"loblaws|sobeys|maxi\\b|provigo|iga\\s*canada|metro\\s*(?:inc|grocery|épicerie)\", \"Food & Dining\", \"Groceries\"),\n # UK / Ireland\n (r\"tesco(?!\\s*(?:bank|mobile))\", \"Food & Dining\", \"Groceries\"),\n (r\"sainsbury'?s\", \"Food & Dining\", \"Groceries\"),\n (r\"asda\", \"Food & Dining\", \"Groceries\"),\n (r\"waitrose(?!\\s*(?:uae|me|middle\\s*east))\", \"Food & Dining\", \"Groceries\"),\n (r\"m&s\\s*food|marks\\s*&\\s*spencer\\s*food\", \"Food & Dining\", \"Groceries\"),\n (r\"lidl\", \"Food & Dining\", \"Groceries\"),\n (r\"iceland\\s*foods\", \"Food & Dining\", \"Groceries\"),\n (r\"co-?op\\s*(?:food|group)?\", \"Food & Dining\", \"Groceries\"),\n (r\"morrisons\", \"Food & Dining\", \"Groceries\"),\n (r\"dunnes\\s*stores\", \"Food & Dining\", \"Groceries\"),\n # France\n (r\"carrefour(?!\\s*(?:sa\\s*?|uae|egypt|kenya|maroc))\", \"Food & Dining\", \"Groceries\"),\n (r\"e\\.\\s*leclerc|leclerc\\b\", \"Food & Dining\", \"Groceries\"),\n (r\"intermarche|intermarché\", \"Food & Dining\", \"Groceries\"),\n (r\"auchan\", \"Food & Dining\", \"Groceries\"),\n (r\"monoprix|franprix|naturalia|biocoop|systeme\\s*u|système\\s*u\", \"Food & Dining\", \"Groceries\"),\n # Germany / Austria / Switzerland\n (r\"rewe\\b\", \"Food & Dining\", \"Groceries\"),\n (r\"edeka\", \"Food & Dining\", \"Groceries\"),\n (r\"netto\\s*marken-?discount\", \"Food & Dining\", \"Groceries\"),\n (r\"penny\\s*markt\", \"Food & Dining\", \"Groceries\"),\n (r\"billa(?!\\s*(?:creek))\", \"Food & Dining\", \"Groceries\"),\n (r\"migros\", \"Food & Dining\", \"Groceries\"),\n (r\"coop\\s*(?:schweiz|suisse|supermarkt)?\", \"Food & Dining\", \"Groceries\"),\n # Spain / Italy / Netherlands / Nordics\n (r\"mercadona\", \"Food & Dining\", \"Groceries\"),\n (r\"dia\\s*(?:supermarket)?\", \"Food & Dining\", \"Groceries\"),\n (r\"eroski|consum\\b|plusfresc\", \"Food & Dining\", \"Groceries\"),\n (r\"esselunga|conad|eurospin\\b\", \"Food & Dining\", \"Groceries\"),\n (r\"albert\\s*heijn|jumbo\\s*(?:supermarkt)?|plus\\s*supermarkt\", \"Food & Dining\", \"Groceries\"),\n (r\"ica\\s*(?:maxi|kvantum|nara|supermarket)?|willys|hemkop\", \"Food & Dining\", \"Groceries\"),\n (r\"rema\\s*1000|kiwi\\s*(?:minipris)?|bunnpris|joker\\s*(?:butikk)?\", \"Food & Dining\", \"Groceries\"),\n (r\"k-?market|k-?ruoka|prisma\\b|s-?market|sale\\b|alepa\\b\", \"Food & Dining\", \"Groceries\"),\n # Asia-Pacific\n (r\"fairprice|ntuc\\s*fairprice|cold\\s*storage|sheng\\s*siong|prime\\s*supermarket\", \"Food & Dining\", \"Groceries\"), # SG\n (r\"aeon(?!\\s*(?:insurance|credit|bank|mall\\s*(?!food)))\", \"Food & Dining\", \"Groceries\"),\n (r\"ito\\s*yokado|daiei|york\\s*mart|seiyu\\b|tokyustore\", \"Food & Dining\", \"Groceries\"),\n (r\"parknshop|wellcome\\s*(?:supermarket)?|citysuper|fusion\\s*superstore\", \"Food & Dining\", \"Groceries\"),\n (r\"99\\s*ranch|h\\s*mart|mitsuwa|nijiya|marukai|t&t\\s*supermarket\", \"Food & Dining\", \"Groceries\"),\n (r\"big\\s*c|lotus'?s|tops\\s*(?:market|supermarket)|villa\\s*market\", \"Food & Dining\", \"Groceries\"),\n (r\"giant\\s*(?:hypermarket|supermarket|superstore)|jaya\\s*grocer|village\\s*grocer|mydin\", \"Food & Dining\", \"Groceries\"),\n (r\"transmart|hypermart|superindo|lotte\\s*mart|ranch\\s*market|grand\\s*lucky\", \"Food & Dining\", \"Groceries\"),\n (r\"sm\\s*supermarket|puregold|robinsons\\s*supermarket|rustan'?s\", \"Food & Dining\", \"Groceries\"),\n (r\"woolworths(?!\\s*(?:financial|sa|south\\s*africa))\", \"Food & Dining\", \"Groceries\"),\n (r\"coles(?!\\s*(?:group|myer))\", \"Food & Dining\", \"Groceries\"),\n (r\"pak'?n'?save|new\\s*world\\s*(?:nz)?|countdown\\s*(?:nz)?|four\\s*square\", \"Food & Dining\", \"Groceries\"),\n # Middle East\n (r\"lulu\\s*(?:hypermarket|express)?\", \"Food & Dining\", \"Groceries\"),\n (r\"spinneys\", \"Food & Dining\", \"Groceries\"),\n (r\"waitrose\\s*(?:uae|me)\", \"Food & Dining\", \"Groceries\"),\n (r\"al\\s*maya|union\\s*coop|nesto\\s*hypermarket\", \"Food & Dining\", \"Groceries\"),\n (r\"carrefour\\s*(?:uae|sa|egypt|maroc|kenya)\", \"Food & Dining\", \"Groceries\"),\n # South Africa\n (r\"checkers(?!\\s*(?:auto|hardware))\", \"Food & Dining\", \"Groceries\"),\n (r\"pick\\s*n\\s*pay|shoprite\\s*(?:holdings|supermarket)?\", \"Food & Dining\", \"Groceries\"),\n (r\"woolworths\\s*(?:sa|south\\s*africa|food)\", \"Food & Dining\", \"Groceries\"),\n (r\"spar\\s*(?:south\\s*africa)?\", \"Food & Dining\", \"Groceries\"),\n\n # ── RESTAURANTS ──────────────────────────────────────────────────────────\n (r\"applebee'?s|chili'?s|ihop|denny'?s|olive\\s*garden|red\\s*lobster\", \"Food & Dining\", \"Restaurants\"),\n (r\"tgi\\s*friday'?s|outback\\s*steakhouse|texas\\s*roadhouse|cheesecake\\s*factory\", \"Food & Dining\", \"Restaurants\"),\n (r\"cracker\\s*barrel|bob\\s*evans|waffle\\s*house|first\\s*watch\", \"Food & Dining\", \"Restaurants\"),\n (r\"benihana|p\\.?\\s*f\\.?\\s*chang'?s|melting\\s*pot|bonefish\\s*grill\", \"Food & Dining\", \"Restaurants\"),\n\n # ── AIRLINES ──────────────────────────────────────────────────────────────\n # Americas\n (r\"delta\\s*(?:air\\s*lines|airlines)?\", \"Travel\", \"Flights\"),\n (r\"united\\s*(?:airlines|air)?\", \"Travel\", \"Flights\"),\n (r\"american\\s*(?:airlines|air)?\", \"Travel\", \"Flights\"),\n (r\"southwest\\s*(?:airlines|air)?\", \"Travel\", \"Flights\"),\n (r\"jetblue\\s*(?:airways)?\", \"Travel\", \"Flights\"),\n (r\"alaska\\s*(?:airlines|air)?\", \"Travel\", \"Flights\"),\n (r\"spirit\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"frontier\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"hawaiian\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"sun\\s*country|breeze\\s*airways|avelo\\s*airlines\", \"Travel\", \"Flights\"),\n (r\"air\\s*canada\", \"Travel\", \"Flights\"),\n (r\"westjet\", \"Travel\", \"Flights\"),\n (r\"porter\\s*airlines\", \"Travel\", \"Flights\"),\n (r\"aeromexico\", \"Travel\", \"Flights\"),\n (r\"latam\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"avianca\", \"Travel\", \"Flights\"),\n (r\"gol\\s*(?:linhas|airlines)?|azul\\s*(?:linhas|airlines)?\", \"Travel\", \"Flights\"),\n (r\"copa\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n # Europe\n (r\"british\\s*airways\", \"Travel\", \"Flights\"),\n (r\"lufthansa\", \"Travel\", \"Flights\"),\n (r\"air\\s*france\", \"Travel\", \"Flights\"),\n (r\"klm\\b\", \"Travel\", \"Flights\"),\n (r\"iberia\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"swiss\\s*(?:international\\s*air|air\\s*lines)?\", \"Travel\", \"Flights\"),\n (r\"austrian\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"sas\\b|scandinavian\\s*airlines\", \"Travel\", \"Flights\"),\n (r\"finnair\", \"Travel\", \"Flights\"),\n (r\"norwegian\\s*(?:air)?\", \"Travel\", \"Flights\"),\n (r\"wizz\\s*air|wizzair\", \"Travel\", \"Flights\"),\n (r\"ryanair\", \"Travel\", \"Flights\"),\n (r\"easyjet\", \"Travel\", \"Flights\"),\n (r\"vueling|transavia|volotea\", \"Travel\", \"Flights\"),\n (r\"brussels\\s*airlines\", \"Travel\", \"Flights\"),\n (r\"lot\\s*(?:polish\\s*airlines)?\", \"Travel\", \"Flights\"),\n (r\"tap\\s*(?:air\\s*portugal)?\", \"Travel\", \"Flights\"),\n (r\"alitalia|ita\\s*airways\", \"Travel\", \"Flights\"),\n # Middle East & Africa\n (r\"emirates\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"etihad\\s*(?:airways)?\", \"Travel\", \"Flights\"),\n (r\"qatar\\s*airways\", \"Travel\", \"Flights\"),\n (r\"turkish\\s*(?:airlines|air)?\", \"Travel\", \"Flights\"),\n (r\"flydubai\", \"Travel\", \"Flights\"),\n (r\"air\\s*arabia\", \"Travel\", \"Flights\"),\n (r\"ethiopian\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"kenya\\s*airways\", \"Travel\", \"Flights\"),\n (r\"south\\s*african\\s*airways\", \"Travel\", \"Flights\"),\n (r\"royal\\s*air\\s*maroc\", \"Travel\", \"Flights\"),\n (r\"egyptair\", \"Travel\", \"Flights\"),\n # Asia-Pacific\n (r\"singapore\\s*airlines|silkair\", \"Travel\", \"Flights\"),\n (r\"cathay\\s*pacific|hk\\s*express|hong\\s*kong\\s*express\", \"Travel\", \"Flights\"),\n (r\"japan\\s*airlines|jal\\b\", \"Travel\", \"Flights\"),\n (r\"ana\\b|all\\s*nippon\\s*airways\", \"Travel\", \"Flights\"),\n (r\"korean\\s*air\", \"Travel\", \"Flights\"),\n (r\"asiana\\s*(?:airlines)?\", \"Travel\", \"Flights\"),\n (r\"thai\\s*(?:airways|airasia)\", \"Travel\", \"Flights\"),\n (r\"garuda\\s*(?:indonesia)?\", \"Travel\", \"Flights\"),\n (r\"malaysia\\s*airlines|malindo\\s*air|batik\\s*air\", \"Travel\", \"Flights\"),\n (r\"vietnam\\s*airlines\", \"Travel\", \"Flights\"),\n (r\"(?:air)?asia|airasia\", \"Travel\", \"Flights\"),\n (r\"lion\\s*air|wings\\s*air\", \"Travel\", \"Flights\"),\n (r\"indigo\\s*(?:airlines)?|6e\\b\", \"Travel\", \"Flights\"),\n (r\"air\\s*india\", \"Travel\", \"Flights\"),\n (r\"spicejet|vistara|go\\s*(?:first|air|airlines)\", \"Travel\", \"Flights\"),\n (r\"qantas\\s*(?:airways)?\", \"Travel\", \"Flights\"),\n (r\"jetstar\\s*(?:airways)?\", \"Travel\", \"Flights\"),\n (r\"virgin\\s*australia\", \"Travel\", \"Flights\"),\n (r\"air\\s*new\\s*zealand\", \"Travel\", \"Flights\"),\n (r\"cebu\\s*pacific|philippine\\s*airlines\", \"Travel\", \"Flights\"),\n\n # ── HOTELS & LODGING ──────────────────────────────────────────────────────\n (r\"marriott\", \"Travel\", \"Hotels & Lodging\"),\n (r\"hilton(?!\\s*(?:honors\\s*credit|garden\\s*inn\\s*credit))\", \"Travel\", \"Hotels & Lodging\"),\n (r\"hyatt\", \"Travel\", \"Hotels & Lodging\"),\n (r\"sheraton|westin|w\\s*hotels|st\\.\\s*regis|ritz-?carlton|le\\s*meridien|autograph\\s*collection\", \"Travel\", \"Hotels & Lodging\"),\n (r\"intercontinental|crowne\\s*plaza|holiday\\s*inn|staybridge|indigo\\s*hotel|kimpton\\s*hotel\", \"Travel\", \"Hotels & Lodging\"),\n (r\"best\\s*western\", \"Travel\", \"Hotels & Lodging\"),\n (r\"radisson(?!\\s*(?:blu\\s*rewards\\s*credit))\", \"Travel\", \"Hotels & Lodging\"),\n (r\"wyndham|ramada|days\\s*inn|super\\s*8|la\\s*quinta|microtel|travelodge|howard\\s*johnson\", \"Travel\", \"Hotels & Lodging\"),\n (r\"choice\\s*hotels|comfort\\s*inn|quality\\s*inn|sleep\\s*inn|econo\\s*lodge\", \"Travel\", \"Hotels & Lodging\"),\n (r\"motel\\s*6|red\\s*roof\\s*inn|extended\\s*stay|woodspring\\s*suites\", \"Travel\", \"Hotels & Lodging\"),\n (r\"four\\s*seasons\", \"Travel\", \"Hotels & Lodging\"),\n (r\"mandarin\\s*oriental\", \"Travel\", \"Hotels & Lodging\"),\n (r\"sofitel|novotel|ibis(?!\\s*(?:paint|styles\\s*paint))|mercure|pullman|mgallery\", \"Travel\", \"Hotels & Lodging\"),\n (r\"accorhotels|accor\\s*(?:live|hotels)\", \"Travel\", \"Hotels & Lodging\"),\n (r\"airbnb\", \"Travel\", \"Hotels & Lodging\"),\n (r\"vrbo\", \"Travel\", \"Hotels & Lodging\"),\n (r\"booking\\.com\", \"Travel\", \"Hotels & Lodging\"),\n (r\"expedia(?!\\s*(?:cruise|group\\s*media))\", \"Travel\", \"Hotels & Lodging\"),\n (r\"hotels\\.com\", \"Travel\", \"Hotels & Lodging\"),\n (r\"sonder\\b|vacasa\\b|blueground|furnished\\s*finder\", \"Travel\", \"Hotels & Lodging\"),\n\n # ── RIDESHARE & TAXI ──────────────────────────────────────────────────────\n (r\"uber(?!\\s*(?:eats|one))\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"lyft\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"grab(?!\\s*(?:food|mart|express|financial|pay))\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"ola\\s*(?:cabs|money)?\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"bolt(?!\\s*(?:ev|electric|scooter|energy))\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"gett\\b|taxify\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"cabify\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"99\\s*taxis|indriver\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"didi(?!\\s*(?:food|chuxing\\s*invest))\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"yandex\\s*(?:taxi|go)\\b\", \"Travel\", \"Taxis & Rideshare\"),\n (r\"gojek|gocar\", \"Travel\", \"Taxis & Rideshare\"),\n\n # ── CAR RENTAL ────────────────────────────────────────────────────────────\n (r\"hertz\\b\", \"Travel\", \"Car Rental\"),\n (r\"avis\\s*(?:car|rent|budget)?\", \"Travel\", \"Car Rental\"),\n (r\"budget\\s*(?:car|rent\\s*a\\s*car)\", \"Travel\", \"Car Rental\"),\n (r\"enterprise\\s*(?:rent|car|holdings)?\", \"Travel\", \"Car Rental\"),\n (r\"national\\s*car\\s*rental\", \"Travel\", \"Car Rental\"),\n (r\"alamo(?!\\s*(?:drafthouse))\", \"Travel\", \"Car Rental\"),\n (r\"thrifty\\s*(?:car)?\", \"Travel\", \"Car Rental\"),\n (r\"dollar\\s*car\\s*rental\", \"Travel\", \"Car Rental\"),\n (r\"sixt\\s*(?:rent\\s*a\\s*car)?\", \"Travel\", \"Car Rental\"),\n (r\"europcar\", \"Travel\", \"Car Rental\"),\n (r\"zipcar\", \"Travel\", \"Car Rental\"),\n (r\"turo\\b\", \"Travel\", \"Car Rental\"),\n (r\"getaround\", \"Travel\", \"Car Rental\"),\n\n # ── FUEL / GAS ────────────────────────────────────────────────────────────\n (r\"shell(?!\\s*(?:gift|rewards|credit))\", \"Travel\", \"Fuel\"),\n (r\"bp\\b|british\\s*petroleum\", \"Travel\", \"Fuel\"),\n (r\"chevron(?!\\s*(?:bank|card|credit))\", \"Travel\", \"Fuel\"),\n (r\"exxon(?:mobil)?\", \"Travel\", \"Fuel\"),\n (r\"texaco\", \"Travel\", \"Fuel\"),\n (r\"arco\\b\", \"Travel\", \"Fuel\"),\n (r\"sunoco\", \"Travel\", \"Fuel\"),\n (r\"marathon\\s*(?:petro|gas|fuel)?\", \"Travel\", \"Fuel\"),\n (r\"murphy\\s*(?:usa|express)?\", \"Travel\", \"Fuel\"),\n (r\"casey'?s\\s*(?:general\\s*store)?\", \"Travel\", \"Fuel\"),\n (r\"circle\\s*k(?!\\s*convenience\\s*non)\", \"Travel\", \"Fuel\"),\n (r\"pilot\\s*(?:flying\\s*j|travel\\s*centers)?\", \"Travel\", \"Fuel\"),\n (r\"love'?s\\s*(?:travel\\s*stops)?\", \"Travel\", \"Fuel\"),\n (r\"speedway(?!\\s*(?:motorsports|nascar|casino))\", \"Travel\", \"Fuel\"),\n (r\"wawa(?!\\s*(?:inc|foundation|music))\", \"Travel\", \"Fuel\"),\n (r\"sheetz\", \"Travel\", \"Fuel\"),\n (r\"quiktrip|kwik\\s*trip|racetrac|maverik|cenex|kum\\s*&\\s*go|thorntons\", \"Travel\", \"Fuel\"),\n (r\"total\\s*(?:energies)?|elf\\b|esso\\b\", \"Travel\", \"Fuel\"),\n (r\"repsol\", \"Travel\", \"Fuel\"),\n (r\"petrobras|ipiranga|br\\s*distribuidora\", \"Travel\", \"Fuel\"),\n (r\"pemex\", \"Travel\", \"Fuel\"),\n (r\"sinopec|petrochina|cnpc\", \"Travel\", \"Fuel\"),\n (r\"enoc\\b|adnoc\\b|emarat\\b\", \"Travel\", \"Fuel\"),\n (r\"petron\\b|caltex(?!\\s*credit)\", \"Travel\", \"Fuel\"),\n (r\"pertamina\", \"Travel\", \"Fuel\"),\n (r\"ampol|bp\\s*australia\", \"Travel\", \"Fuel\"),\n\n # ── PUBLIC TRANSIT ────────────────────────────────────────────────────────\n (r\"mta\\b|nyc\\s*transit|new\\s*york\\s*transit\", \"Travel\", \"Public Transit\"),\n (r\"bart\\b\", \"Travel\", \"Public Transit\"),\n (r\"cta\\b|chicago\\s*transit\", \"Travel\", \"Public Transit\"),\n (r\"wmata\\b|washington\\s*metro\", \"Travel\", \"Public Transit\"),\n (r\"septa\\b\", \"Travel\", \"Public Transit\"),\n (r\"clipper\\s*card|orca\\s*card|charlie\\s*card|smartrip\\s*card\", \"Travel\", \"Public Transit\"),\n (r\"tfl\\b|transport\\s*for\\s*london|oyster\\s*card\", \"Travel\", \"Public Transit\"),\n (r\"translink\\b|stm\\b|oc\\s*transpo\\b|presto\\s*card\", \"Travel\", \"Public Transit\"),\n (r\"suica|pasmo|toica|manaca|nimoca|hayakaken\", \"Travel\", \"Public Transit\"),\n (r\"t-?money\\b|cashbee\\b\", \"Travel\", \"Public Transit\"),\n (r\"octopus\\s*card\", \"Travel\", \"Public Transit\"),\n (r\"ez-?link|nets\\s*flashpay\", \"Travel\", \"Public Transit\"),\n (r\"opal\\s*card\", \"Travel\", \"Public Transit\"),\n\n # ── CLOUD & INFRASTRUCTURE ────────────────────────────────────────────────\n (r\"amazon\\s*web\\s*services|aws\\b\", \"Technology\", \"Cloud Services\"),\n (r\"google\\s*cloud|gcp\\b\", \"Technology\", \"Cloud Services\"),\n (r\"microsoft\\s*azure|azure\\b\", \"Technology\", \"Cloud Services\"),\n (r\"digitalocean\", \"Technology\", \"Cloud Services\"),\n (r\"cloudflare\", \"Technology\", \"Cloud Services\"),\n (r\"linode\\b|akamai\\s*cloud\", \"Technology\", \"Cloud Services\"),\n (r\"vultr\\b\", \"Technology\", \"Cloud Services\"),\n (r\"hetzner\", \"Technology\", \"Cloud Services\"),\n (r\"ovhcloud|ovh\\b\", \"Technology\", \"Cloud Services\"),\n (r\"rackspace\", \"Technology\", \"Cloud Services\"),\n (r\"ibm\\s*cloud\", \"Technology\", \"Cloud Services\"),\n (r\"oracle\\s*cloud\", \"Technology\", \"Cloud Services\"),\n (r\"alibaba\\s*cloud|aliyun\", \"Technology\", \"Cloud Services\"),\n (r\"tencent\\s*cloud|huawei\\s*cloud\", \"Technology\", \"Cloud Services\"),\n\n # ── SOFTWARE & SaaS ───────────────────────────────────────────────────────\n (r\"github\", \"Technology\", \"Software & SaaS\"),\n (r\"gitlab\", \"Technology\", \"Software & SaaS\"),\n (r\"atlassian|jira\\b|confluence\\b|bitbucket|trello\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"notion\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"figma\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"slack(?!\\s*(?:apparel|store))\", \"Technology\", \"Software & SaaS\"),\n (r\"zoom(?!\\s*(?:car|dental|whitening|tan))\", \"Technology\", \"Software & SaaS\"),\n (r\"webex\", \"Technology\", \"Software & SaaS\"),\n (r\"microsoft\\s*365|office\\s*365|microsoft\\s*office\", \"Technology\", \"Software & SaaS\"),\n (r\"google\\s*workspace|g\\s*suite|google\\s*one\\b|google\\s*drive\", \"Technology\", \"Software & SaaS\"),\n (r\"adobe\\s*(?:creative\\s*cloud|acrobat|lightroom|photoshop|illustrator|premiere|after\\s*effects|substance)\", \"Technology\", \"Software & SaaS\"),\n (r\"dropbox(?!\\s*(?:sign|paper\\s*sub))\", \"Technology\", \"Software & SaaS\"),\n (r\"box\\.com|box\\s*inc\", \"Technology\", \"Software & SaaS\"),\n (r\"canva\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"sketch\\s*(?:app)?\", \"Technology\", \"Software & SaaS\"),\n (r\"invision|zeplin|framer\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"linear\\.app|linear\\s*(?:issues)?\", \"Technology\", \"Software & SaaS\"),\n (r\"asana\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"monday\\.com\", \"Technology\", \"Software & SaaS\"),\n (r\"clickup\", \"Technology\", \"Software & SaaS\"),\n (r\"basecamp\", \"Technology\", \"Software & SaaS\"),\n (r\"airtable\", \"Technology\", \"Software & SaaS\"),\n (r\"hubspot\", \"Technology\", \"Software & SaaS\"),\n (r\"salesforce\", \"Technology\", \"Software & SaaS\"),\n (r\"pipedrive\", \"Technology\", \"Software & SaaS\"),\n (r\"intercom\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"zendesk\", \"Technology\", \"Software & SaaS\"),\n (r\"freshdesk|freshworks\", \"Technology\", \"Software & SaaS\"),\n (r\"mailchimp\", \"Technology\", \"Software & SaaS\"),\n (r\"klaviyo|activecampaign|convertkit|sendgrid|mailgun|brevo|sendinblue\", \"Technology\", \"Software & SaaS\"),\n (r\"twilio\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"datadog\", \"Technology\", \"Software & SaaS\"),\n (r\"new\\s*relic\", \"Technology\", \"Software & SaaS\"),\n (r\"sentry\\.io|sentry\\s*subscription\", \"Technology\", \"Software & SaaS\"),\n (r\"pagerduty\", \"Technology\", \"Software & SaaS\"),\n (r\"circleci|travis\\s*ci\", \"Technology\", \"Software & SaaS\"),\n (r\"vercel\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"netlify\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"heroku\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"supabase|planetscale|neon\\s*database|railway\\.app|render\\.com|fly\\.io\", \"Technology\", \"Software & SaaS\"),\n (r\"jetbrains|intellij|pycharm|webstorm|goland|clion|datagrip|rider\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"quickbooks|xero\\b|freshbooks|wave\\s*accounting|sage\\s*(?:50|intacct|accounting)\", \"Technology\", \"Software & SaaS\"),\n (r\"shopify\\b\", \"Technology\", \"Software & SaaS\"),\n (r\"squarespace|wix\\.com|webflow\\b|wordpress\\.com\", \"Technology\", \"Software & SaaS\"),\n (r\"loom\\.com\", \"Technology\", \"Software & SaaS\"),\n (r\"calendly\", \"Technology\", \"Software & SaaS\"),\n (r\"typeform|surveymonkey|hotjar\\b\", \"Technology\", \"Software & SaaS\"),\n\n # ── CYBERSECURITY ─────────────────────────────────────────────────────────\n (r\"1password|lastpass|bitwarden|dashlane|keeper\\s*security\", \"Technology\", \"Cybersecurity\"),\n (r\"nordvpn|expressvpn|protonvpn|surfshark|private\\s*internet\\s*access|mullvad\", \"Technology\", \"Cybersecurity\"),\n (r\"norton\\s*(?:360|antivirus|lifelock)?|mcafee|bitdefender|malwarebytes|crowdstrike|eset\\b\", \"Technology\", \"Cybersecurity\"),\n\n # ── TELECOM / PHONE / INTERNET ────────────────────────────────────────────\n # US\n (r\"at&t(?!\\s*(?:retirement|pension|savings\\s*plan))\", \"Utilities\", \"Phone & Internet\"),\n (r\"verizon(?!\\s*(?:pension|retirement|media))\", \"Utilities\", \"Phone & Internet\"),\n (r\"t-?mobile\", \"Utilities\", \"Phone & Internet\"),\n (r\"comcast|xfinity\", \"Utilities\", \"Phone & Internet\"),\n (r\"charter\\s*communications|spectrum\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"cox\\s*communications\", \"Utilities\", \"Phone & Internet\"),\n (r\"dish\\s*network|directv\\s*(?!stream)\", \"Utilities\", \"Phone & Internet\"),\n (r\"centurylink|lumen\\s*technologies|frontier\\s*communications|windstream\", \"Utilities\", \"Phone & Internet\"),\n (r\"boost\\s*mobile|cricket\\s*wireless|metropcs|tracfone|mint\\s*mobile|visible\\s*wireless\", \"Utilities\", \"Phone & Internet\"),\n # Canada\n (r\"rogers(?!\\s*(?:arena|centre))\", \"Utilities\", \"Phone & Internet\"),\n (r\"bell\\s*(?:canada|mobility|fibe|mts)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"telus(?!\\s*garden)\", \"Utilities\", \"Phone & Internet\"),\n (r\"shaw\\s*(?:communications)?|freedom\\s*mobile|videotron|eastlink|sasktel\", \"Utilities\", \"Phone & Internet\"),\n # UK\n (r\"vodafone(?!\\s*(?:idea|india))\", \"Utilities\", \"Phone & Internet\"),\n (r\"o2\\s*(?:uk)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"bt\\s*(?:group|broadband|mobile)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"sky\\s*(?:uk|broadband|tv|mobile|q)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"three\\s*(?:uk)?|3\\s*uk\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"ee\\b|everything\\s*everywhere\", \"Utilities\", \"Phone & Internet\"),\n (r\"virgin\\s*media\", \"Utilities\", \"Phone & Internet\"),\n (r\"talktalk|plusnet\", \"Utilities\", \"Phone & Internet\"),\n # Europe\n (r\"deutsche\\s*telekom|t-?online|telekom\\s*deutschland\", \"Utilities\", \"Phone & Internet\"),\n (r\"orange(?!\\s*(?:julius|theory\\s*fitness|county|bank|theory))\", \"Utilities\", \"Phone & Internet\"),\n (r\"sfr\\b|bouygues\\s*telecom|free\\s*mobile|free\\s*telecom\", \"Utilities\", \"Phone & Internet\"),\n (r\"swisscom\", \"Utilities\", \"Phone & Internet\"),\n (r\"salt\\s*mobile|sunrise\\s*uw\", \"Utilities\", \"Phone & Internet\"),\n (r\"proximus\\b|telenet\\s*belgium\", \"Utilities\", \"Phone & Internet\"),\n (r\"telefonica|movistar|yoigo|masmovil\", \"Utilities\", \"Phone & Internet\"),\n (r\"tim\\s*(?:brasil|telecom\\s*italia)\", \"Utilities\", \"Phone & Internet\"),\n (r\"telenor\", \"Utilities\", \"Phone & Internet\"),\n (r\"telia(?!\\s*(?:company\\s*arena|arena))\", \"Utilities\", \"Phone & Internet\"),\n # Asia\n (r\"singtel\", \"Utilities\", \"Phone & Internet\"),\n (r\"starhub\", \"Utilities\", \"Phone & Internet\"),\n (r\"m1\\s*(?:limited|singapore)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"telstra\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"optus\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"tpg\\s*telecom|aussie\\s*broadband\", \"Utilities\", \"Phone & Internet\"),\n (r\"airtel(?!\\s*(?:africa\\s*nigeria|money))\", \"Utilities\", \"Phone & Internet\"),\n (r\"jio\\b|reliance\\s*jio\", \"Utilities\", \"Phone & Internet\"),\n (r\"bsnl\\b|vi\\b|vodafone\\s*idea\", \"Utilities\", \"Phone & Internet\"),\n (r\"globe\\s*telecom|smart\\s*communications|dito\\s*telecom\", \"Utilities\", \"Phone & Internet\"),\n (r\"ntt\\s*docomo|softbank(?!\\s*(?:vision\\s*fund|robotics))|kddi\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"sk\\s*telecom|kt\\s*(?:corporation)?|lg\\s*uplus\", \"Utilities\", \"Phone & Internet\"),\n (r\"china\\s*mobile|china\\s*unicom|china\\s*telecom\", \"Utilities\", \"Phone & Internet\"),\n (r\"celcom|maxis\\b|digi\\s*telecom|u\\s*mobile\", \"Utilities\", \"Phone & Internet\"),\n (r\"du\\b\\s*(?:telecom)?|etisalat\\b|e&\\b\", \"Utilities\", \"Phone & Internet\"),\n (r\"stc\\b|mobily\\b|zain\\s*(?:ksa|saudi|group)?|ooredoo\", \"Utilities\", \"Phone & Internet\"),\n (r\"mtn\\s*(?:group|nigeria|ghana|south\\s*africa|uganda)?\", \"Utilities\", \"Phone & Internet\"),\n (r\"safaricom\", \"Utilities\", \"Phone & Internet\"),\n\n # ── RETAIL & SHOPPING ─────────────────────────────────────────────────────\n # MUST come after specific Amazon sub-services above\n (r\"amazon(?!\\s*(?:web\\s*services|music|prime\\s*video|pay|flex|fresh|go\\b))\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"ebay\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"etsy\\b\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"aliexpress\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"alibaba(?!\\s*cloud)\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"taobao|tmall|jd\\.com|jingdong|pinduoduo\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"shopee\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"lazada\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"tokopedia|bukalapak\", \"Retail & Shopping\", \"Online Shopping\"),\n (r\"shein\\b|temu\\b|wish\\.com\", \"Retail & Shopping\", \"Online Shopping\"),\n # Department stores\n (r\"target(?!\\s*(?:optical|pharmacy|clinic))\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"nordstrom(?!\\s*rack\\s*credit)\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"bloomingdale'?s\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"neiman\\s*marcus|saks\\s*fifth\\s*avenue\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"macy'?s\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"j\\.?\\s*c\\.?\\s*penney|jcpenney\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"kohl'?s\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"burlington\\s*(?:coat\\s*factory)?\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"tj\\s*maxx|t\\.?j\\.?\\s*maxx\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"marshalls\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"ross\\s*(?:stores|dress\\s*for\\s*less)?\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"john\\s*lewis\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"selfridges|harrods|harvey\\s*nichols|house\\s*of\\s*fraser\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"el\\s*corte\\s*ingles\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"galeries\\s*lafayette|printemps\\b|bon\\s*marche\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"galeria\\s*kaufhof|karstadt\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"isetan|takashimaya|sogo\\b|parco\\b|tokyu\\s*(?:dept|hands)\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"david\\s*jones|myer\\b\", \"Retail & Shopping\", \"Department Stores\"),\n (r\"sm\\s*(?:department\\s*store|supermalls)|robinsons\\s*(?:dept|malls)\", \"Retail & Shopping\", \"Department Stores\"),\n # Clothing\n (r\"h&m\\b|h\\s*and\\s*m\\b|hennes\\s*&\\s*mauritz\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"zara(?!\\s*larsson)\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"uniqlo\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"gap(?!\\s*(?:insurance|year))\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"mango(?!\\s*(?:language|smoothie|juice))\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"pull\\s*&\\s*bear|bershka|massimo\\s*dutti|stradivarius\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"primark|penneys\\s*ireland\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"asos\\b\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"boohoo|prettylittlething|plt\\b|missguided|nasty\\s*gal\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"levi'?s|wrangler\\b|lee\\s*jeans\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"nike\\b\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"adidas\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"puma\\b\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"under\\s*armour\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"lululemon\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n (r\"patagonia|the\\s*north\\s*face|columbia\\s*sportswear|arc'?teryx\", \"Retail & Shopping\", \"Clothing & Apparel\"),\n # Electronics\n (r\"best\\s*buy\", \"Retail & Shopping\", \"Electronics\"),\n (r\"b&h\\s*photo|adorama\", \"Retail & Shopping\", \"Electronics\"),\n (r\"micro\\s*center|newegg\", \"Retail & Shopping\", \"Electronics\"),\n (r\"apple\\s*(?:store|retail|com)(?!\\s*(?:tv\\+|music|pay|card|fitness|one|arcade|news))\", \"Retail & Shopping\", \"Electronics\"),\n (r\"currys|curry'?s\\s*pc\\s*world|pcworld\", \"Retail & Shopping\", \"Electronics\"),\n (r\"mediamarkt|saturn\\s*(?:electro)?\", \"Retail & Shopping\", \"Electronics\"),\n (r\"fnac\\b\", \"Retail & Shopping\", \"Electronics\"),\n (r\"darty\\b\", \"Retail & Shopping\", \"Electronics\"),\n (r\"harvey\\s*norman\", \"Retail & Shopping\", \"Electronics\"),\n (r\"jb\\s*hi-?fi\", \"Retail & Shopping\", \"Electronics\"),\n # Home improvement\n (r\"home\\s*depot\", \"Retail & Shopping\", \"Home & Garden\"),\n (r\"lowe'?s(?!\\s*foods)\", \"Retail & Shopping\", \"Home & Garden\"),\n (r\"b&q\\b\", \"Retail & Shopping\", \"Home & Garden\"),\n (r\"bunnings\\s*(?:warehouse)?\", \"Retail & Shopping\", \"Home & Garden\"),\n (r\"bauhaus\\b\", \"Retail & Shopping\", \"Home & Garden\"),\n (r\"ikea\", \"Retail & Shopping\", \"Furniture & Home\"),\n (r\"wayfair\", \"Retail & Shopping\", \"Furniture & Home\"),\n (r\"pottery\\s*barn|williams-?sonoma\", \"Retail & Shopping\", \"Furniture & Home\"),\n (r\"crate\\s*&\\s*barrel|west\\s*elm|restoration\\s*hardware\", \"Retail & Shopping\", \"Furniture & Home\"),\n\n # ── PHARMACY & HEALTH ─────────────────────────────────────────────────────\n (r\"cvs(?!\\s*(?:energy|corporate|pharmacy\\s*credit))\", \"Health & Medical\", \"Pharmacy\"),\n (r\"walgreens\", \"Health & Medical\", \"Pharmacy\"),\n (r\"rite\\s*aid\", \"Health & Medical\", \"Pharmacy\"),\n (r\"boots\\s*(?:uk|pharmacy)?\", \"Health & Medical\", \"Pharmacy\"),\n (r\"superdrug\", \"Health & Medical\", \"Pharmacy\"),\n (r\"dm\\s*(?:drogerie)?\", \"Health & Medical\", \"Pharmacy\"),\n (r\"rossmann\", \"Health & Medical\", \"Pharmacy\"),\n (r\"mueller|müller\\s*drogerie\", \"Health & Medical\", \"Pharmacy\"),\n (r\"kruidvat\", \"Health & Medical\", \"Pharmacy\"),\n (r\"apotek(?:\\s*hjärtat)?|apoteket|lloydsapotek\", \"Health & Medical\", \"Pharmacy\"),\n (r\"chemist\\s*warehouse\", \"Health & Medical\", \"Pharmacy\"),\n (r\"priceline\\s*pharmacy|terry\\s*white\", \"Health & Medical\", \"Pharmacy\"),\n (r\"guardian\\s*pharmacy\", \"Health & Medical\", \"Pharmacy\"),\n (r\"watsons(?!\\s*hotel)\", \"Health & Medical\", \"Pharmacy\"),\n (r\"mannings\\b\", \"Health & Medical\", \"Pharmacy\"),\n (r\"mercury\\s*drug\", \"Health & Medical\", \"Pharmacy\"),\n # Gym & Fitness\n (r\"planet\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"equinox(?!\\s*(?:payments|capital))\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"24\\s*hour\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"anytime\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"la\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"ymca|ywca\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"orangetheory\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"f45\\s*training|barry'?s\\s*bootcamp|soulcycle|soul\\s*cycle\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"peloton\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"classpass|mindbody\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"fitness\\s*first|virgin\\s*active|pure\\s*gym|snap\\s*fitness\", \"Health & Medical\", \"Gym & Wellness\"),\n (r\"goodlife\\s*(?:fitness|health\\s*clubs)\", \"Health & Medical\", \"Gym & Wellness\"),\n # Healthcare\n (r\"teladoc|mdlive|doctor\\s*on\\s*demand|sesame\\s*care|zocdoc|one\\s*medical\", \"Health & Medical\", \"Doctor & Clinic\"),\n (r\"labcorp|quest\\s*diagnostics\", \"Health & Medical\", \"Doctor & Clinic\"),\n (r\"cigna|aetna|humana|anthem\\b|bluecross|blue\\s*cross|bcbs\\b|kaiser\\s*permanente\", \"Health & Medical\", \"Insurance\"),\n (r\"unitedhealthcare|uhc\\b|oscar\\s*health|united\\s*health\", \"Health & Medical\", \"Insurance\"),\n\n # ── FINANCIAL SERVICES ────────────────────────────────────────────────────\n (r\"paypal\", \"Other\", \"Payment Services\"),\n (r\"stripe(?!\\s*security)\", \"Other\", \"Payment Services\"),\n (r\"square(?!\\s*(?:enix|mile|meal|trade))\", \"Other\", \"Payment Services\"),\n (r\"venmo\", \"Other\", \"Payment Services\"),\n (r\"zelle\\b\", \"Other\", \"Payment Services\"),\n (r\"cash\\s*app\", \"Other\", \"Payment Services\"),\n (r\"wise\\b(?!\\s*(?:owl|crack|man|acre|word|town|use))|transferwise\", \"Other\", \"Payment Services\"),\n (r\"revolut\\b\", \"Other\", \"Payment Services\"),\n (r\"n26\\b\", \"Other\", \"Payment Services\"),\n (r\"monzo\\b\", \"Other\", \"Payment Services\"),\n (r\"starling\\s*bank\", \"Other\", \"Payment Services\"),\n (r\"chime(?!\\s*communications)\", \"Other\", \"Payment Services\"),\n (r\"remitly|worldremit|western\\s*union|moneygram\", \"Other\", \"Payment Services\"),\n (r\"paynow|paylah|grabpay\", \"Other\", \"Payment Services\"),\n (r\"wechat\\s*pay|alipay|unionpay\", \"Other\", \"Payment Services\"),\n (r\"paytm|phonepe|bhim\\b|gpay\\b\", \"Other\", \"Payment Services\"),\n (r\"ovo\\b|gopay|dana\\b|linkaja|qris\", \"Other\", \"Payment Services\"),\n (r\"gcash|maya(?!\\s*(?:bay|riviera|angelou))|paymaya\", \"Other\", \"Payment Services\"),\n (r\"m-?pesa|m-?shwari|tigo\\s*pesa\", \"Other\", \"Payment Services\"),\n (r\"flutterwave|paystack\", \"Other\", \"Payment Services\"),\n (r\"coinbase|binance|kraken\\s*exchange|gemini\\s*exchange|crypto\\.com\", \"Financial Services\", \"Cryptocurrency\"),\n (r\"robinhood|webull|etrade|e\\*trade|td\\s*ameritrade|charles\\s*schwab|fidelity|vanguard\\b\", \"Financial Services\", \"Investment\"),\n (r\"betterment|wealthfront|acorns\\b|stash\\b|sofi\\s*invest\", \"Financial Services\", \"Investment\"),\n\n # ── EDUCATION ─────────────────────────────────────────────────────────────\n (r\"coursera\", \"Education\", \"Online Courses\"),\n (r\"udemy\", \"Education\", \"Online Courses\"),\n (r\"udacity\", \"Education\", \"Online Courses\"),\n (r\"linkedin\\s*learning|lynda\\.com\", \"Education\", \"Online Courses\"),\n (r\"skillshare\", \"Education\", \"Online Courses\"),\n (r\"pluralsight\", \"Education\", \"Online Courses\"),\n (r\"masterclass\", \"Education\", \"Online Courses\"),\n (r\"brilliant\\.org\", \"Education\", \"Online Courses\"),\n (r\"duolingo\", \"Education\", \"Language Learning\"),\n (r\"babbel|rosetta\\s*stone\", \"Education\", \"Language Learning\"),\n (r\"o'reilly\\s*(?:media|learning)?\", \"Education\", \"Books\"),\n\n # ── PROFESSIONAL SERVICES ─────────────────────────────────────────────────\n (r\"legalzoom|rocket\\s*lawyer|docusign|hellosign|pandadoc\", \"Professional Services\", \"Legal\"),\n (r\"upwork|fiverr|toptal|freelancer\\.com|99designs\", \"Professional Services\", \"Freelance\"),\n\n # ── OFFICE & SHIPPING ─────────────────────────────────────────────────────\n (r\"staples(?!\\s*(?:center|arena))\", \"Office & Supplies\", \"Office Supplies\"),\n (r\"office\\s*depot|officemax|office\\s*max\", \"Office & Supplies\", \"Office Supplies\"),\n (r\"ryman(?!\\s*auditorium)|viking\\s*direct\", \"Office & Supplies\", \"Office Supplies\"),\n (r\"uline\\b|quill\\.com\", \"Office & Supplies\", \"Office Supplies\"),\n (r\"fedex(?!\\s*field)\", \"Office & Supplies\", \"Postage & Shipping\"),\n (r\"ups\\s*(?:store)?(?!\\s*arena)\", \"Office & Supplies\", \"Postage & Shipping\"),\n (r\"usps\\b|royal\\s*mail|australia\\s*post|canada\\s*post|new\\s*zealand\\s*post\", \"Office & Supplies\", \"Postage & Shipping\"),\n (r\"dhl(?!\\s*fashion)\", \"Office & Supplies\", \"Postage & Shipping\"),\n (r\"ninja\\s*van|lalamove|j&t\\s*express|pos\\s*malaysia|singpost|thailand\\s*post\", \"Office & Supplies\", \"Postage & Shipping\"),\n]\n\n\ndef auto_categorise(merchant: str) -> tuple[str, str]:\n \"\"\"\n Auto-categorise a merchant/description by pattern matching.\n Returns (category, subcategory). Falls back to ('Other', 'Uncategorized').\n \"\"\"\n if not merchant:\n return \"Other\", \"Miscellaneous\"\n\n # Normalise: lowercase, collapse whitespace, strip non-ASCII diacritics\n merchant_lower = merchant.lower().strip()\n try:\n merchant_ascii = unicodedata.normalize('NFKD', merchant_lower)\n merchant_ascii = merchant_ascii.encode('ascii', 'ignore').decode('ascii')\n except Exception:\n merchant_ascii = merchant_lower\n\n for pattern, category, subcategory in MERCHANT_PATTERNS:\n if re.search(pattern, merchant_lower) or re.search(pattern, merchant_ascii):\n return category, subcategory\n\n return \"Other\", \"Miscellaneous\"\n","content_type":"text/x-python; charset=utf-8","language":"python","size":59362,"content_sha256":"4e9ee3e311c0b252cee9b58153785df6cdda02efd9d8e830703f96861a6087c4"},{"filename":"setup.sh","content":"#!/usr/bin/env bash\n# setup.sh — Install all doc-process skill dependencies\n#\n# Usage:\n# bash skills/doc-process/setup.sh # install everything\n# bash skills/doc-process/setup.sh --light # Python packages only (no system deps)\n#\n# Runs from your project root (the directory where skills/ lives).\n\nset -e\n\nSKILL_DIR=\"$(cd \"$(dirname \"${BASH_SOURCE[0]}\")\" && pwd)\"\nLIGHT=false\n[[ \"${1:-}\" == \"--light\" ]] && LIGHT=true\n\n# ── Step 1: Ensure Python 3 is available ─────────────────────────────────────\necho \"=== doc-process: checking Python ===\"\nif command -v python3 &>/dev/null; then\n echo \"✓ $(python3 --version)\"\n PY=python3\nelif command -v python &>/dev/null && python -c \"import sys; assert sys.version_info.major==3\" 2>/dev/null; then\n echo \"✓ $(python --version)\"\n PY=python\nelse\n echo \"✗ Python 3 not found. Install it first:\"\n echo \" Amazon Linux / RHEL: sudo yum install -y python3\"\n echo \" Ubuntu / Debian: sudo apt-get install -y python3\"\n echo \" macOS: brew install python\"\n exit 1\nfi\n\n# ── Step 2: Ensure pip is available ──────────────────────────────────────────\necho \"\"\necho \"=== doc-process: ensuring pip is installed ===\"\nif $PY -m pip --version &>/dev/null; then\n echo \"✓ $($PY -m pip --version)\"\nelse\n echo \" pip not found — installing via ensurepip...\"\n if $PY -m ensurepip --upgrade 2>/dev/null; then\n echo \"✓ pip installed via ensurepip\"\n else\n echo \" ensurepip unavailable — trying package manager...\"\n if command -v apt-get &>/dev/null; then\n sudo apt-get install -y python3-pip\n elif command -v yum &>/dev/null; then\n sudo yum install -y python3-pip\n elif command -v dnf &>/dev/null; then\n sudo dnf install -y python3-pip\n elif command -v brew &>/dev/null; then\n brew install python # pip is bundled with Homebrew Python\n else\n echo \" Falling back to get-pip.py...\"\n curl -sSL https://bootstrap.pypa.io/get-pip.py | $PY\n fi\n fi\n # Upgrade pip to latest\n $PY -m pip install --upgrade pip --quiet\n echo \"✓ $($PY -m pip --version)\"\nfi\n\n# ── Step 3: Install Python packages ──────────────────────────────────────────\necho \"\"\necho \"=== doc-process: installing Python dependencies ===\"\n$PY -m pip install -r \"$SKILL_DIR/requirements.txt\" --quiet && \\\n echo \"✓ Python packages installed\" || \\\n { echo \"✗ pip install failed — try: $PY -m pip install --user -r skills/doc-process/requirements.txt\"; exit 1; }\n\nif $LIGHT; then\n echo \"Skipping system packages (--light mode).\"\n exit 0\nfi\n\necho \"\"\necho \"=== doc-process: checking system dependencies ===\"\n\n# ── tesseract (needed by redactor.py image mode) ─────────────────────────────\nif command -v tesseract &>/dev/null; then\n echo \"✓ tesseract $(tesseract --version 2>&1 | head -1 | awk '{print $2}')\"\nelse\n echo \" tesseract not found — installing...\"\n if command -v brew &>/dev/null; then\n brew install tesseract\n elif command -v apt-get &>/dev/null; then\n sudo apt-get install -y tesseract-ocr\n elif command -v dnf &>/dev/null; then\n sudo dnf install -y tesseract\n else\n echo \" ⚠ Could not auto-install tesseract. Install manually:\"\n echo \" macOS: brew install tesseract\"\n echo \" Ubuntu: apt install tesseract-ocr\"\n echo \" (image redaction will not work without it)\"\n fi\nfi\n\n# ── ffmpeg (needed by audio_transcriber.py) ──────────────────────────────────\nif command -v ffmpeg &>/dev/null; then\n echo \"✓ ffmpeg $(ffmpeg -version 2>&1 | head -1 | awk '{print $3}')\"\nelse\n echo \" ffmpeg not found — installing...\"\n if command -v brew &>/dev/null; then\n brew install ffmpeg\n elif command -v apt-get &>/dev/null; then\n sudo apt-get install -y ffmpeg\n elif command -v dnf &>/dev/null; then\n sudo dnf install -y ffmpeg\n else\n echo \" ⚠ Could not auto-install ffmpeg. Install manually:\"\n echo \" macOS: brew install ffmpeg\"\n echo \" Ubuntu: apt install ffmpeg\"\n echo \" (audio transcription will not work without it)\"\n fi\nfi\n\necho \"\"\necho \"=== doc-process: setup complete ===\"\necho \"All script-assisted modes are ready.\"\necho \"Note: openai-whisper will download its model file (~140 MB) on first audio transcription.\"\n","content_type":"application/x-sh; charset=utf-8","language":"bash","size":4794,"content_sha256":"c7f9eac3f7100709f801cabddc2748ff71dbe35d4f0c7d901a567c660dc04e9f"}],"content_json":{"type":"doc","content":[{"type":"heading","attrs":{"level":1},"content":[{"text":"Doc-Process — Document Intelligence Skill","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Step 0 — Auto-Setup (run once on first use)","type":"text"}]},{"type":"paragraph","content":[{"text":"Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"bash skills/doc-process/setup.sh","type":"text"}]},{"type":"paragraph","content":[{"text":"This installs all Python packages (","type":"text"},{"text":"pymupdf","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"Pillow","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"pytesseract","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"opencv-python-headless","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"numpy","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"img2pdf","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"pdfplumber","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"openai-whisper","type":"text","marks":[{"type":"code_inline"}]},{"text":") and attempts to install system binaries (","type":"text"},{"text":"tesseract","type":"text","marks":[{"type":"code_inline"}]},{"text":", ","type":"text"},{"text":"ffmpeg","type":"text","marks":[{"type":"code_inline"}]},{"text":") via ","type":"text"},{"text":"brew","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"apt","type":"text","marks":[{"type":"code_inline"}]},{"text":" depending on the platform.","type":"text"}]},{"type":"paragraph","content":[{"text":"When to run Step 0:","type":"text","marks":[{"type":"strong"}]}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"First time any script-assisted mode is used in a session","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"After a fresh ","type":"text"},{"text":"clawhub install piyush-zinc/doc-process","type":"text","marks":[{"type":"code_inline"}]}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"If a script fails with ","type":"text"},{"text":"ModuleNotFoundError","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"ImportError","type":"text","marks":[{"type":"code_inline"}]}]}]}]},{"type":"paragraph","content":[{"text":"To install Python packages only (no system packages):","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"bash skills/doc-process/setup.sh --light","type":"text"}]},{"type":"paragraph","content":[{"text":"Or install directly from the skill's requirements file:","type":"text"}]},{"type":"code_block","attrs":{"wrap":false,"language":"bash"},"content":[{"text":"pip install -r skills/doc-process/requirements.txt","type":"text"}]},{"type":"blockquote","content":[{"type":"paragraph","content":[{"text":"Note:","type":"text","marks":[{"type":"strong"}]},{"text":" ","type":"text"},{"text":"openai-whisper","type":"text","marks":[{"type":"code_inline"}]},{"text":" downloads its model (~140 MB) on first audio transcription — not at install time.","type":"text"}]}]},{"type":"hr","attrs":{"markup":"---"}},{"type":"heading","attrs":{"level":2},"content":[{"text":"Overview","type":"text"}]},{"type":"paragraph","content":[{"text":"This skill handles all document-related tasks using Claude's native vision/language capabilities for reading and analysis, and Python scripts for file-output operations. Most modes require ","type":"text"},{"text":"no installation","type":"text","marks":[{"type":"strong"}]},{"text":" — only the file-output scripts need third-party libraries.","type":"text"}]},{"type":"hr","attrs":{"markup":"---"}},{"type":"heading","attrs":{"level":2},"content":[{"text":"How Features Are Implemented","type":"text"}]},{"type":"table","attrs":{"layout":null},"content":[{"type":"tr","content":[{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Feature","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Implementation","type":"text"}]}]},{"type":"th","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"External libraries","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"OCR / reading images","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Claude built-in vision","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"None","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"MRZ decoding (passport/ID)","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Claude reads MRZ visually, applies ICAO algorithm","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"None","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"PDF reading","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Claude reads PDF text layer or visually","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"None","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Form autofill","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Claude reads form fields, outputs fill table","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"None","type":"text"}]}]}]},{"type":"tr","content":[{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Contract analysis","type":"text"}]}]},{"type":"td","attrs":{"colspan":1,"rowspan":1,"colwidth":null,"alignment":""},"content":[{"type":"paragraph","content":[{"text":"Claude applies reference rule 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For Doc Scan, always offer to continue processing the scanned output.","type":"text"}]},{"type":"hr","attrs":{"markup":"---"}},{"type":"heading","attrs":{"level":2},"content":[{"text":"General Principles","type":"text"}]},{"type":"bullet_list","content":[{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Never hallucinate field values.","type":"text","marks":[{"type":"strong"}]},{"text":" Unknown values → ","type":"text"},{"text":"[MISSING]","type":"text","marks":[{"type":"code_inline"}]},{"text":" or ","type":"text"},{"text":"[UNREADABLE]","type":"text","marks":[{"type":"code_inline"}]},{"text":".","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Flag risks conservatively","type":"text","marks":[{"type":"strong"}]},{"text":" — when in doubt, include it.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Keep summaries scannable","type":"text","marks":[{"type":"strong"}]},{"text":" with tables and bullets.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Do not echo sensitive data","type":"text","marks":[{"type":"strong"}]},{"text":" beyond what is necessary for the immediate task.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Always include relevant disclaimers","type":"text","marks":[{"type":"strong"}]},{"text":" (medical, legal, privacy) where required by the reference guide.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Timeline is opt-in per session.","type":"text","marks":[{"type":"strong"}]},{"text":" Never log without confirmed consent.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Personal data for form autofill is session-only.","type":"text","marks":[{"type":"strong"}]},{"text":" Never write it to a file.","type":"text"}]}]},{"type":"list_item","content":[{"type":"paragraph","content":[{"text":"Before running any script with third-party deps","type":"text","marks":[{"type":"strong"}]},{"text":", run ","type":"text"},{"text":"bash skills/doc-process/setup.sh","type":"text","marks":[{"type":"code_inline"}]},{"text":" automatically if deps are not yet installed (see Step 0). 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Doc-Process — Document Intelligence Skill Step 0 — Auto-Setup (run once on first use) Before invoking any script for the first time in a session, check whether the script dependencies are available. If any are missing, run the setup script automatically — no prompting needed: This installs all Python packages ( , , , , , , , ) and attempts to install system binaries ( , ) via or depending on the platform. When to run Step 0: - First time any script-assisted mode is used in a session - After a fresh - If a script fails with or To install Python packages only (no system packages): Or install di…