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#!/usr/bin/env python3
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"""
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Sync colors.csv and ui-reasoning.csv with the updated products.csv (161 entries).
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- Remove deleted product types
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- Rename mismatched entries
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- Add new entries for missing product types
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- Keep colors.csv aligned 1:1 with products.csv
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- Renumber everything
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"""
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import csv, os, json
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BASE = os.path.dirname(os.path.abspath(__file__))
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# ─── Color derivation helpers ────────────────────────────────────────────────
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def h2r(h):
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h = h.lstrip("#")
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return tuple(int(h[i:i+2], 16) for i in (0, 2, 4))
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def r2h(r, g, b):
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return f"#{max(0,min(255,int(r))):02X}{max(0,min(255,int(g))):02X}{max(0,min(255,int(b))):02X}"
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def lum(h):
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r, g, b = [x/255.0 for x in h2r(h)]
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r, g, b = [(x/12.92 if x<=0.03928 else ((x+0.055)/1.055)**2.4) for x in (r, g, b)]
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return 0.2126*r + 0.7152*g + 0.0722*b
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def is_dark(bg):
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return lum(bg) < 0.18
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def on_color(bg):
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return "#FFFFFF" if lum(bg) < 0.4 else "#0F172A"
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def blend(a, b, f=0.15):
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ra, ga, ba = h2r(a)
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rb, gb, bb = h2r(b)
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return r2h(ra+(rb-ra)*f, ga+(gb-ga)*f, ba+(bb-ba)*f)
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def shift(h, n):
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r, g, b = h2r(h)
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return r2h(r+n, g+n, b+n)
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def derive_row(pt, pri, sec, acc, bg, notes=""):
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"""Generate full 16-token color row from 4 base colors."""
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dark = is_dark(bg)
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fg = "#FFFFFF" if dark else "#0F172A"
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on_pri = on_color(pri)
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on_sec = on_color(sec)
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on_acc = on_color(acc)
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card = shift(bg, 10) if dark else "#FFFFFF"
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card_fg = "#FFFFFF" if dark else "#0F172A"
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muted = blend(bg, pri, 0.08) if dark else blend("#FFFFFF", pri, 0.06)
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muted_fg = "#94A3B8" if dark else "#64748B"
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border = f"rgba(255,255,255,0.08)" if dark else blend("#FFFFFF", pri, 0.12)
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destr = "#DC2626"
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on_destr = "#FFFFFF"
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ring = pri
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return [pt, pri, on_pri, sec, on_sec, acc, on_acc, bg, fg, card, card_fg, muted, muted_fg, border, destr, on_destr, ring, notes]
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# ─── Rename maps ─────────────────────────────────────────────────────────────
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COLOR_RENAMES = {
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"Quantum Computing": "Quantum Computing Interface",
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"Biohacking / Longevity": "Biohacking / Longevity App",
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"Autonomous Systems": "Autonomous Drone Fleet Manager",
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"Generative AI Art": "Generative Art Platform",
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"Spatial / Vision OS": "Spatial Computing OS / App",
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"Climate Tech": "Sustainable Energy / Climate Tech",
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}
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UI_RENAMES = {
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"Architecture/Interior": "Architecture / Interior",
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"Autonomous Drone Fleet": "Autonomous Drone Fleet Manager",
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"B2B SaaS Enterprise": "B2B Service",
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"Biohacking/Longevity App": "Biohacking / Longevity App",
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"Biotech/Life Sciences": "Biotech / Life Sciences",
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"Developer Tool/IDE": "Developer Tool / IDE",
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"Education": "Educational App",
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"Fintech (Banking)": "Fintech/Crypto",
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"Government/Public": "Government/Public Service",
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"Home Services": "Home Services (Plumber/Electrician)",
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"Micro-Credentials/Badges": "Micro-Credentials/Badges Platform",
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"Music/Entertainment": "Music Streaming",
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"Quantum Computing": "Quantum Computing Interface",
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"Real Estate": "Real Estate/Property",
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"Remote Work/Collaboration": "Remote Work/Collaboration Tool",
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"Restaurant/Food": "Restaurant/Food Service",
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"SaaS Dashboard": "Analytics Dashboard",
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"Space Tech/Aerospace": "Space Tech / Aerospace",
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"Spatial Computing OS": "Spatial Computing OS / App",
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"Startup Landing": "Micro SaaS",
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"Sustainable Energy/Climate": "Sustainable Energy / Climate Tech",
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"Travel/Tourism": "Travel/Tourism Agency",
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"Wellness/Mental Health": "Mental Health App",
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}
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REMOVE_TYPES = {
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"Service Landing Page", "Sustainability/ESG Platform",
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"Cleaning Service", "Coffee Shop",
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"Consulting Firm", "Conference/Webinar Platform",
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}
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# ─── New color definitions: (primary, secondary, accent, bg, notes) ──────────
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# Grouped by category for clarity. Each tuple generates a full 16-token row.
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NEW_COLORS = {
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# ── Old #97-#116 that never got colors ──
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"Todo & Task Manager": ("#2563EB","#3B82F6","#059669","#F8FAFC","Functional blue + progress green"),
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"Personal Finance Tracker": ("#1E40AF","#3B82F6","#059669","#0F172A","Trust blue + profit green on dark"),
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"Chat & Messaging App": ("#2563EB","#6366F1","#059669","#FFFFFF","Messenger blue + online green"),
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"Notes & Writing App": ("#78716C","#A8A29E","#D97706","#FFFBEB","Warm ink + amber accent on cream"),
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"Habit Tracker": ("#D97706","#F59E0B","#059669","#FFFBEB","Streak amber + habit green"),
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"Food Delivery / On-Demand": ("#EA580C","#F97316","#2563EB","#FFF7ED","Appetizing orange + trust blue"),
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"Ride Hailing / Transportation":("#1E293B","#334155","#2563EB","#0F172A","Map dark + route blue"),
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"Recipe & Cooking App": ("#9A3412","#C2410C","#059669","#FFFBEB","Warm terracotta + fresh green"),
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"Meditation & Mindfulness": ("#7C3AED","#8B5CF6","#059669","#FAF5FF","Calm lavender + mindful green"),
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"Weather App": ("#0284C7","#0EA5E9","#F59E0B","#F0F9FF","Sky blue + sun amber"),
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"Diary & Journal App": ("#92400E","#A16207","#6366F1","#FFFBEB","Warm journal brown + ink violet"),
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"CRM & Client Management": ("#2563EB","#3B82F6","#059669","#F8FAFC","Professional blue + deal green"),
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"Inventory & Stock Management":("#334155","#475569","#059669","#F8FAFC","Industrial slate + stock green"),
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"Flashcard & Study Tool": ("#7C3AED","#8B5CF6","#059669","#FAF5FF","Study purple + correct green"),
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"Booking & Appointment App": ("#0284C7","#0EA5E9","#059669","#F0F9FF","Calendar blue + available green"),
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"Invoice & Billing Tool": ("#1E3A5F","#2563EB","#059669","#F8FAFC","Navy professional + paid green"),
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"Grocery & Shopping List": ("#059669","#10B981","#D97706","#ECFDF5","Fresh green + food amber"),
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"Timer & Pomodoro": ("#DC2626","#EF4444","#059669","#0F172A","Focus red on dark + break green"),
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"Parenting & Baby Tracker": ("#EC4899","#F472B6","#0284C7","#FDF2F8","Soft pink + trust blue"),
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"Scanner & Document Manager": ("#1E293B","#334155","#2563EB","#F8FAFC","Document grey + scan blue"),
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# ── A. Utility / Productivity ──
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"Calendar & Scheduling App": ("#2563EB","#3B82F6","#059669","#F8FAFC","Calendar blue + event green"),
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"Password Manager": ("#1E3A5F","#334155","#059669","#0F172A","Vault dark blue + secure green"),
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"Expense Splitter / Bill Split":("#059669","#10B981","#DC2626","#F8FAFC","Balance green + owe red"),
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"Voice Recorder & Memo": ("#DC2626","#EF4444","#2563EB","#FFFFFF","Recording red + waveform blue"),
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"Bookmark & Read-Later": ("#D97706","#F59E0B","#2563EB","#FFFBEB","Warm amber + link blue"),
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"Translator App": ("#2563EB","#0891B2","#EA580C","#F8FAFC","Global blue + teal + accent orange"),
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"Calculator & Unit Converter": ("#EA580C","#F97316","#2563EB","#1C1917","Operation orange on dark"),
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"Alarm & World Clock": ("#D97706","#F59E0B","#6366F1","#0F172A","Time amber + night indigo on dark"),
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"File Manager & Transfer": ("#2563EB","#3B82F6","#D97706","#F8FAFC","Folder blue + file amber"),
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"Email Client": ("#2563EB","#3B82F6","#DC2626","#FFFFFF","Inbox blue + priority red"),
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# ── B. Games ──
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"Casual Puzzle Game": ("#EC4899","#8B5CF6","#F59E0B","#FDF2F8","Cheerful pink + reward gold"),
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"Trivia & Quiz Game": ("#2563EB","#7C3AED","#F59E0B","#EFF6FF","Quiz blue + gold leaderboard"),
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"Card & Board Game": ("#15803D","#166534","#D97706","#0F172A","Felt green + gold on dark"),
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"Idle & Clicker Game": ("#D97706","#F59E0B","#7C3AED","#FFFBEB","Coin gold + prestige purple"),
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"Word & Crossword Game": ("#15803D","#059669","#D97706","#FFFFFF","Word green + letter amber"),
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"Arcade & Retro Game": ("#DC2626","#2563EB","#22C55E","#0F172A","Neon red+blue on dark + score green"),
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# ── C. Creator Tools ──
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"Photo Editor & Filters": ("#7C3AED","#6366F1","#0891B2","#0F172A","Editor violet + filter cyan on dark"),
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"Short Video Editor": ("#EC4899","#DB2777","#2563EB","#0F172A","Video pink on dark + timeline blue"),
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"Drawing & Sketching Canvas": ("#7C3AED","#8B5CF6","#0891B2","#1C1917","Canvas purple + tool teal on dark"),
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"Music Creation & Beat Maker": ("#7C3AED","#6366F1","#22C55E","#0F172A","Studio purple + waveform green on dark"),
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"Meme & Sticker Maker": ("#EC4899","#F59E0B","#2563EB","#FFFFFF","Viral pink + comedy yellow + share blue"),
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"AI Photo & Avatar Generator": ("#7C3AED","#6366F1","#EC4899","#FAF5FF","AI purple + generation pink"),
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"Link-in-Bio Page Builder": ("#2563EB","#7C3AED","#EC4899","#FFFFFF","Brand blue + creator purple"),
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# ── D. Personal Life ──
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"Wardrobe & Outfit Planner": ("#BE185D","#EC4899","#D97706","#FDF2F8","Fashion rose + gold accent"),
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"Plant Care Tracker": ("#15803D","#059669","#D97706","#F0FDF4","Nature green + sun yellow"),
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"Book & Reading Tracker": ("#78716C","#92400E","#D97706","#FFFBEB","Book brown + page amber"),
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"Couple & Relationship App": ("#BE185D","#EC4899","#DC2626","#FDF2F8","Romance rose + love red"),
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"Family Calendar & Chores": ("#2563EB","#059669","#D97706","#F8FAFC","Family blue + chore green"),
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"Mood Tracker": ("#7C3AED","#6366F1","#D97706","#FAF5FF","Mood purple + insight amber"),
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"Gift & Wishlist": ("#DC2626","#D97706","#EC4899","#FFF1F2","Gift red + gold + surprise pink"),
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# ── E. Health ──
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"Running & Cycling GPS": ("#EA580C","#F97316","#059669","#0F172A","Energetic orange + pace green on dark"),
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"Yoga & Stretching Guide": ("#6B7280","#78716C","#0891B2","#F5F5F0","Sage neutral + calm teal"),
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"Sleep Tracker": ("#4338CA","#6366F1","#7C3AED","#0F172A","Night indigo + dream violet on dark"),
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"Calorie & Nutrition Counter": ("#059669","#10B981","#EA580C","#ECFDF5","Healthy green + macro orange"),
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"Period & Cycle Tracker": ("#BE185D","#EC4899","#7C3AED","#FDF2F8","Blush rose + fertility lavender"),
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"Medication & Pill Reminder": ("#0284C7","#0891B2","#DC2626","#F0F9FF","Medical blue + alert red"),
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"Water & Hydration Reminder": ("#0284C7","#06B6D4","#0891B2","#F0F9FF","Refreshing blue + water cyan"),
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"Fasting & Intermittent Timer":("#6366F1","#4338CA","#059669","#0F172A","Fasting indigo on dark + eating green"),
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# ── F. Social ──
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"Anonymous Community / Confession":("#475569","#334155","#0891B2","#0F172A","Protective grey + subtle teal on dark"),
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"Local Events & Discovery": ("#EA580C","#F97316","#2563EB","#FFF7ED","Event orange + map blue"),
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"Study Together / Virtual Coworking":("#2563EB","#3B82F6","#059669","#F8FAFC","Focus blue + session green"),
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# ── G. Education ──
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"Coding Challenge & Practice": ("#22C55E","#059669","#D97706","#0F172A","Code green + difficulty amber on dark"),
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"Kids Learning (ABC & Math)": ("#2563EB","#F59E0B","#EC4899","#EFF6FF","Learning blue + play yellow + fun pink"),
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"Music Instrument Learning": ("#DC2626","#9A3412","#D97706","#FFFBEB","Musical red + warm amber"),
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# ── H. Transport ──
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"Parking Finder": ("#2563EB","#059669","#DC2626","#F0F9FF","Available blue/green + occupied red"),
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"Public Transit Guide": ("#2563EB","#0891B2","#EA580C","#F8FAFC","Transit blue + line colors"),
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"Road Trip Planner": ("#EA580C","#0891B2","#D97706","#FFF7ED","Adventure orange + map teal"),
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# ── I. Safety & Lifestyle ──
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"VPN & Privacy Tool": ("#1E3A5F","#334155","#22C55E","#0F172A","Shield dark + connected green"),
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"Emergency SOS & Safety": ("#DC2626","#EF4444","#2563EB","#FFF1F2","Alert red + safety blue"),
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"Wallpaper & Theme App": ("#7C3AED","#EC4899","#2563EB","#FAF5FF","Aesthetic purple + trending pink"),
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"White Noise & Ambient Sound": ("#475569","#334155","#4338CA","#0F172A","Ambient grey + deep indigo on dark"),
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"Home Decoration & Interior Design":("#78716C","#A8A29E","#D97706","#FAF5F2","Interior warm grey + gold accent"),
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}
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# ─── 1. REBUILD colors.csv ───────────────────────────────────────────────────
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def rebuild_colors():
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src = os.path.join(BASE, "colors.csv")
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with open(src, newline="", encoding="utf-8") as f:
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reader = csv.DictReader(f)
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headers = reader.fieldnames
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existing = list(reader)
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# Build lookup: Product Type -> row data
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color_map = {}
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for row in existing:
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pt = row.get("Product Type", "").strip()
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if not pt:
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continue
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# Remove deleted types
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if pt in REMOVE_TYPES:
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print(f" [colors] REMOVE: {pt}")
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continue
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# Rename mismatched types
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if pt in COLOR_RENAMES:
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new_name = COLOR_RENAMES[pt]
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print(f" [colors] RENAME: {pt} → {new_name}")
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row["Product Type"] = new_name
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pt = new_name
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color_map[pt] = row
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# Read products.csv to get the correct order
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with open(os.path.join(BASE, "products.csv"), newline="", encoding="utf-8") as f:
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products = list(csv.DictReader(f))
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# Build final rows in products.csv order
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final_rows = []
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added = 0
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for i, prod in enumerate(products, 1):
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pt = prod["Product Type"]
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|
|
|
|
if pt in color_map:
|
|
|
|
|
row = color_map[pt]
|
|
|
|
|
row["No"] = str(i)
|
|
|
|
|
final_rows.append(row)
|
|
|
|
|
elif pt in NEW_COLORS:
|
|
|
|
|
pri, sec, acc, bg, notes = NEW_COLORS[pt]
|
|
|
|
|
new_row = derive_row(pt, pri, sec, acc, bg, notes)
|
|
|
|
|
d = dict(zip(headers, [str(i)] + new_row))
|
|
|
|
|
final_rows.append(d)
|
|
|
|
|
added += 1
|
|
|
|
|
else:
|
|
|
|
|
print(f" [colors] WARNING: No color data for '{pt}' - using defaults")
|
|
|
|
|
new_row = derive_row(pt, "#2563EB", "#3B82F6", "#059669", "#F8FAFC", "Auto-generated default")
|
|
|
|
|
d = dict(zip(headers, [str(i)] + new_row))
|
|
|
|
|
final_rows.append(d)
|
|
|
|
|
added += 1
|
|
|
|
|
|
|
|
|
|
# Write
|
|
|
|
|
with open(src, "w", newline="", encoding="utf-8") as f:
|
|
|
|
|
writer = csv.DictWriter(f, fieldnames=headers)
|
|
|
|
|
writer.writeheader()
|
|
|
|
|
writer.writerows(final_rows)
|
|
|
|
|
|
|
|
|
|
product_count = len(products)
|
|
|
|
|
print(f"\n ✅ colors.csv: {len(final_rows)} rows ({product_count} products)")
|
|
|
|
|
print(f" Added: {added} new color rows")
|
|
|
|
|
|
|
|
|
|
# ─── 2. REBUILD ui-reasoning.csv ─────────────────────────────────────────────
|
|
|
|
|
def derive_ui_reasoning(prod):
|
|
|
|
|
"""Generate ui-reasoning row from products.csv row."""
|
|
|
|
|
pt = prod["Product Type"]
|
|
|
|
|
style = prod.get("Primary Style Recommendation", "")
|
|
|
|
|
landing = prod.get("Landing Page Pattern", "")
|
|
|
|
|
color_focus = prod.get("Color Palette Focus", "")
|
|
|
|
|
considerations = prod.get("Key Considerations", "")
|
|
|
|
|
keywords = prod.get("Keywords", "")
|
|
|
|
|
|
|
|
|
|
# Typography mood derived from style
|
|
|
|
|
typo_map = {
|
|
|
|
|
"Minimalism": "Professional + Clean hierarchy",
|
|
|
|
|
"Glassmorphism": "Modern + Clear hierarchy",
|
|
|
|
|
"Brutalism": "Bold + Oversized + Monospace",
|
|
|
|
|
"Claymorphism": "Playful + Rounded + Friendly",
|
|
|
|
|
"Dark Mode": "High contrast + Light on dark",
|
|
|
|
|
"Neumorphism": "Subtle + Soft + Monochromatic",
|
|
|
|
|
"Flat Design": "Bold + Clean + Sans-serif",
|
|
|
|
|
"Vibrant": "Energetic + Bold + Large",
|
|
|
|
|
"Aurora": "Elegant + Gradient-friendly",
|
|
|
|
|
"AI-Native": "Conversational + Minimal chrome",
|
|
|
|
|
"Organic": "Warm + Humanist + Natural",
|
|
|
|
|
"Motion": "Dynamic + Hierarchy-shifting",
|
|
|
|
|
"Accessible": "Large + High contrast + Clear",
|
|
|
|
|
"Soft UI": "Modern + Accessible + Balanced",
|
|
|
|
|
"Trust": "Professional + Serif accents",
|
|
|
|
|
"Swiss": "Grid-based + Mathematical + Helvetica",
|
|
|
|
|
"3D": "Immersive + Spatial + Variable",
|
|
|
|
|
"Retro": "Nostalgic + Monospace + Neon",
|
|
|
|
|
"Cyberpunk": "Terminal + Monospace + Neon",
|
|
|
|
|
"Pixel": "Retro + Blocky + 8-bit",
|
|
|
|
|
}
|
|
|
|
|
typo_mood = "Professional + Clear hierarchy"
|
|
|
|
|
for key, val in typo_map.items():
|
|
|
|
|
if key.lower() in style.lower():
|
|
|
|
|
typo_mood = val
|
|
|
|
|
break
|
|
|
|
|
|
|
|
|
|
# Key effects from style
|
|
|
|
|
eff_map = {
|
|
|
|
|
"Glassmorphism": "Backdrop blur (10-20px) + Translucent overlays",
|
|
|
|
|
"Neumorphism": "Dual shadows (light+dark) + Soft press 150ms",
|
|
|
|
|
"Claymorphism": "Multi-layer shadows + Spring bounce + Soft press 200ms",
|
|
|
|
|
"Brutalism": "No transitions + Hard borders + Instant feedback",
|
|
|
|
|
"Dark Mode": "Subtle glow + Neon accents + High contrast",
|
|
|
|
|
"Flat Design": "Color shift hover + Fast 150ms transitions + No shadows",
|
|
|
|
|
"Minimalism": "Subtle hover 200ms + Smooth transitions + Clean",
|
|
|
|
|
"Motion-Driven": "Scroll animations + Parallax + Page transitions",
|
|
|
|
|
"Micro-interactions": "Haptic feedback + Small 50-100ms animations",
|
|
|
|
|
"Vibrant": "Large section gaps 48px+ + Color shift hover + Scroll-snap",
|
|
|
|
|
"Aurora": "Flowing gradients 8-12s + Color morphing",
|
|
|
|
|
"AI-Native": "Typing indicator + Streaming text + Context reveal",
|
|
|
|
|
"Organic": "Rounded 16-24px + Natural shadows + Flowing SVG",
|
|
|
|
|
"Soft UI": "Improved shadows + Modern 200-300ms + Focus visible",
|
|
|
|
|
"3D": "WebGL/Three.js + Parallax 3-5 layers + Physics 300-400ms",
|
|
|
|
|
"Trust": "Clear focus rings + Badge hover + Metric pulse",
|
|
|
|
|
"Accessible": "Focus rings 3-4px + ARIA + Reduced motion",
|
|
|
|
|
}
|
|
|
|
|
key_effects = "Subtle hover (200ms) + Smooth transitions"
|
|
|
|
|
for key, val in eff_map.items():
|
|
|
|
|
if key.lower() in style.lower():
|
|
|
|
|
key_effects = val
|
|
|
|
|
break
|
|
|
|
|
|
|
|
|
|
# Decision rules
|
|
|
|
|
rules = {}
|
|
|
|
|
if "dark" in style.lower() or "oled" in style.lower():
|
|
|
|
|
rules["if_light_mode_needed"] = "provide-theme-toggle"
|
|
|
|
|
if "glass" in style.lower():
|
|
|
|
|
rules["if_low_performance"] = "fallback-to-flat"
|
|
|
|
|
if "conversion" in landing.lower():
|
|
|
|
|
rules["if_conversion_focused"] = "add-urgency-colors"
|
|
|
|
|
if "social" in landing.lower():
|
|
|
|
|
rules["if_trust_needed"] = "add-testimonials"
|
|
|
|
|
if "data" in keywords.lower() or "dashboard" in keywords.lower():
|
|
|
|
|
rules["if_data_heavy"] = "prioritize-data-density"
|
|
|
|
|
if not rules:
|
|
|
|
|
rules["if_ux_focused"] = "prioritize-clarity"
|
|
|
|
|
rules["if_mobile"] = "optimize-touch-targets"
|
|
|
|
|
|
|
|
|
|
# Anti-patterns
|
|
|
|
|
anti_patterns = []
|
|
|
|
|
if "minimalism" in style.lower() or "minimal" in style.lower():
|
|
|
|
|
anti_patterns.append("Excessive decoration")
|
|
|
|
|
if "dark" in style.lower():
|
|
|
|
|
anti_patterns.append("Pure white backgrounds")
|
|
|
|
|
if "flat" in style.lower():
|
|
|
|
|
anti_patterns.append("Complex shadows + 3D effects")
|
|
|
|
|
if "vibrant" in style.lower():
|
|
|
|
|
anti_patterns.append("Muted colors + Low energy")
|
|
|
|
|
if "accessible" in style.lower():
|
|
|
|
|
anti_patterns.append("Color-only indicators")
|
|
|
|
|
if not anti_patterns:
|
|
|
|
|
anti_patterns = ["Inconsistent styling", "Poor contrast ratios"]
|
|
|
|
|
anti_str = " + ".join(anti_patterns[:2])
|
|
|
|
|
|
|
|
|
|
return {
|
|
|
|
|
"UI_Category": pt,
|
|
|
|
|
"Recommended_Pattern": landing,
|
|
|
|
|
"Style_Priority": style,
|
|
|
|
|
"Color_Mood": color_focus,
|
|
|
|
|
"Typography_Mood": typo_mood,
|
|
|
|
|
"Key_Effects": key_effects,
|
|
|
|
|
"Decision_Rules": json.dumps(rules),
|
|
|
|
|
"Anti_Patterns": anti_str,
|
|
|
|
|
"Severity": "HIGH"
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def rebuild_ui_reasoning():
|
|
|
|
|
src = os.path.join(BASE, "ui-reasoning.csv")
|
|
|
|
|
with open(src, newline="", encoding="utf-8") as f:
|
|
|
|
|
reader = csv.DictReader(f)
|
|
|
|
|
headers = reader.fieldnames
|
|
|
|
|
existing = list(reader)
|
|
|
|
|
|
|
|
|
|
# Build lookup
|
|
|
|
|
ui_map = {}
|
|
|
|
|
for row in existing:
|
|
|
|
|
cat = row.get("UI_Category", "").strip()
|
|
|
|
|
if not cat:
|
|
|
|
|
continue
|
|
|
|
|
if cat in REMOVE_TYPES:
|
|
|
|
|
print(f" [ui-reason] REMOVE: {cat}")
|
|
|
|
|
continue
|
|
|
|
|
if cat in UI_RENAMES:
|
|
|
|
|
new_name = UI_RENAMES[cat]
|
|
|
|
|
print(f" [ui-reason] RENAME: {cat} → {new_name}")
|
|
|
|
|
row["UI_Category"] = new_name
|
|
|
|
|
cat = new_name
|
|
|
|
|
ui_map[cat] = row
|
|
|
|
|
|
|
|
|
|
with open(os.path.join(BASE, "products.csv"), newline="", encoding="utf-8") as f:
|
|
|
|
|
products = list(csv.DictReader(f))
|
|
|
|
|
|
|
|
|
|
final_rows = []
|
|
|
|
|
added = 0
|
|
|
|
|
for i, prod in enumerate(products, 1):
|
|
|
|
|
pt = prod["Product Type"]
|
|
|
|
|
if pt in ui_map:
|
|
|
|
|
row = ui_map[pt]
|
|
|
|
|
row["No"] = str(i)
|
|
|
|
|
final_rows.append(row)
|
|
|
|
|
else:
|
|
|
|
|
row = derive_ui_reasoning(prod)
|
|
|
|
|
row["No"] = str(i)
|
|
|
|
|
final_rows.append(row)
|
|
|
|
|
added += 1
|
|
|
|
|
|
|
|
|
|
with open(src, "w", newline="", encoding="utf-8") as f:
|
|
|
|
|
writer = csv.DictWriter(f, fieldnames=headers)
|
|
|
|
|
writer.writeheader()
|
|
|
|
|
writer.writerows(final_rows)
|
|
|
|
|
|
|
|
|
|
print(f"\n ✅ ui-reasoning.csv: {len(final_rows)} rows")
|
|
|
|
|
print(f" Added: {added} new reasoning rows")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# ─── MAIN ────────────────────────────────────────────────────────────────────
|
|
|
|
|
if __name__ == "__main__":
|
|
|
|
|
print("=== Rebuilding colors.csv ===")
|
|
|
|
|
rebuild_colors()
|
|
|
|
|
print("\n=== Rebuilding ui-reasoning.csv ===")
|
|
|
|
|
rebuild_ui_reasoning()
|
|
|
|
|
print("\n🎉 Done!")
|
ci[bot]