{
  "version": 1,
  "series": {
    "title": "Totally Spies!",
    "format": "animated spy action-comedy series",
    "style": [
      "stylized cel-shaded CG animation",
      "bright saturated palette",
      "fashion-forward spy adventure tone",
      "fast action trailer cutting"
    ]
  },
  "season": {
    "number": 7,
    "default_setting": "Singapore",
    "notes": [
      "Season 7 relocates the trio to Singapore.",
      "Jerry is retired from day-to-day leadership.",
      "Zerlina leads WOOHP in season 7.",
      "Toby handles gadget creation and support.",
      "Mandy returns in the Singapore setting.",
      "Cyberchac is a season 7 masked high-tech villain."
    ]
  },
  "caption_rules": [
    "Prefer canon names when supported by transcript or strong visual evidence.",
    "If identity is uncertain, prefer generic but accurate visual descriptors over hallucinating a name.",
    "Use WOOHP spelling exactly when referring to the organization.",
    "Treat Singapore, WOOHP, gadgets, campus life, and high-tech villainy as season-7 defaults, not certainties for every shot."
  ],
  "characters": [
    {
      "id": "sam",
      "name": "Sam",
      "aliases": ["Sam", "Samantha"],
      "role": "one of the three main spies",
      "visual_hints": ["redhead", "orange hair", "green mission suit"],
      "traits": ["smart", "logical", "mature", "planner"],
      "confidence": "high",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "clover",
      "name": "Clover",
      "aliases": ["Clover"],
      "role": "one of the three main spies",
      "visual_hints": ["blonde", "red mission suit"],
      "traits": ["fashion-forward", "expressive", "impulsive"],
      "confidence": "high",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "alex",
      "name": "Alex",
      "aliases": ["Alex", "Alexandra"],
      "role": "one of the three main spies",
      "visual_hints": ["brunette", "short dark hair", "yellow mission suit"],
      "traits": ["athletic", "warm", "energetic"],
      "confidence": "high",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "jerry",
      "name": "Jerry",
      "aliases": ["Jerry"],
      "role": "former head of WOOHP; season 7 consultant",
      "visual_hints": ["older man", "suit", "WOOHP mentor figure"],
      "traits": ["mentor", "administrator", "retired-but-involved"],
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        }
      ]
    },
    {
      "id": "zerlina",
      "name": "Zerlina",
      "aliases": ["Zerlina"],
      "role": "Jerry's daughter and the new leader of WOOHP in season 7",
      "visual_hints": ["adult woman", "motorbike rider", "WOOHP leader"],
      "traits": ["professional", "confident", "fabulous", "mission lead"],
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        },
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "toby",
      "name": "Toby",
      "aliases": ["Toby"],
      "role": "season 7 gadget engineer and lab support",
      "visual_hints": ["young man", "lab technician", "gadget guru"],
      "traits": ["high-tech genius", "lab-based", "problem solver"],
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        },
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "mandy",
      "name": "Mandy",
      "aliases": ["Mandy"],
      "role": "recurring rival and school antagonist",
      "visual_hints": ["fashionable rival", "snobby classmate"],
      "traits": ["annoying", "competitive", "returns in season 7 Singapore setting"],
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        },
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "cyberchac",
      "name": "Cyberchac",
      "aliases": ["Cyberchac"],
      "role": "season 7 masked high-tech villain",
      "visual_hints": ["masked villain", "emoji-like mask", "high-tech threat"],
      "traits": ["unidentified", "uses technology and creatures", "targets WOOHP World"],
      "confidence": "medium",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        }
      ]
    },
    {
      "id": "glitterstar",
      "name": "Glitterstar",
      "aliases": ["Glitterstar", "Mei Lin"],
      "role": "season 7 Bubble Spy Cafe manager",
      "visual_hints": ["cafe manager", "supporting season 7 character"],
      "traits": ["works at Bubble Spy Cafe", "not aware of the trio's secret spy life"],
      "confidence": "medium",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    }
  ],
  "organizations": [
    {
      "id": "woohp",
      "name": "WOOHP",
      "aliases": ["WOOHP", "WOOHP World"],
      "description": "World Organization of Human Protection, the spy agency that briefs and equips the trio.",
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies! - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/Totally_Spies!",
          "quality": "secondary"
        },
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        }
      ]
    }
  ],
  "locations": [
    {
      "id": "singapore",
      "name": "Singapore",
      "aliases": ["Singapore"],
      "description": "Season 7's default city setting.",
      "confidence": "high",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        },
        {
          "title": "Totally Spies! returns for Season 7: First Look Trailer Revealed",
          "url": "https://nerdtropolis.com/totally-spies-season-7-trailer/",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "bubble_spy_cafe",
      "name": "Bubble Spy Cafe",
      "aliases": ["Bubble Spy Cafe"],
      "description": "Season 7 cafe location managed by Glitterstar.",
      "confidence": "medium",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "lab",
      "name": "Toby's lab",
      "aliases": ["lab", "Fab Lab", "Toby's lab"],
      "description": "Gadget-creation lab associated with Toby.",
      "confidence": "medium",
      "sources": [
        {
          "title": "Totally Spies Season 7 characters bio",
          "url": "https://www.youloveit.com/cartoons/3790-totally-spies-season-7-characters-bio.html",
          "quality": "secondary-official-derived"
        }
      ]
    }
  ],
  "gadget_families": [
    {
      "id": "fashion_gadgets",
      "name": "fashion-disguised spy gadgets",
      "aliases": ["gadget", "spy gadget", "fashion gadget"],
      "description": "WOOHP gadgets are often disguised as fashionable accessories or compact devices.",
      "confidence": "high",
      "sources": [
        {
          "title": "List of Totally Spies! characters - Wikipedia",
          "url": "https://en.wikipedia.org/wiki/List_of_Totally_Spies!_characters",
          "quality": "secondary"
        }
      ]
    },
    {
      "id": "season7_tech_threats",
      "name": "high-tech drones and creatures",
      "aliases": ["drone", "robot", "creature", "tech creature"],
      "description": "Season 7 trailer coverage emphasizes high-tech threats, drones, and advanced gadget action.",
      "confidence": "medium",
      "sources": [
        {
          "title": "Totally Spies! returns for Season 7: First Look Trailer Revealed",
          "url": "https://nerdtropolis.com/totally-spies-season-7-trailer/",
          "quality": "secondary"
        }
      ]
    }
  ]
}