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Supermarket Shopping Goals

Morning routine parent

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{
  "gender": "female",
  "age_band": "45-54",
  "employment_status": "full_time_employee",
  "occupation_group": "managers",
  "life_context": {
    "household": "family_with_children",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "high",
      "extraversion": "medium",
      "agreeableness": "low",
      "neuroticism": "low"
    }
  },
  "interaction_profile": {
    "behavior_style": "skeptical",
    "behavior_parameters": {
      "patience_turns": 6,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "low",
      "talkativeness": "medium"
    }
  }
}
I need something easy for breakfast this week.
budget: 6 USDIt should work for kids before school.I can keep it in the pantry, which helps on rushed mornings.It should still feel like breakfast, not candy.
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{
  "shopping_goal": "I need something easy for breakfast this week.",
  "preferences": [
    "It should work for kids before school.",
    "I can keep it in the pantry, which helps on rushed mornings.",
    "It should still feel like breakfast, not candy."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I also need one basic dairy item.
budget: 5 USDIt should work with cereal or coffee.I do not need a large household-size container today.Plain and practical is better than flavored.
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{
  "shopping_goal": "I also need something refrigerated for breakfast.",
  "preferences": [
    "It should work with cereal or coffee.",
    "I do not need a large household-size container today.",
    "Plain and practical is better than flavored."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I want a quick fruit option too.
budget: 1 USDIt should be easy to hand to a child.No washing or slicing should be needed first.It should feel lighter than a packaged sweet.
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{
  "shopping_goal": "I want a fresh grab-and-go option too.",
  "preferences": [
    "It should be easy to hand to a child.",
    "No washing or slicing should be needed first.",
    "It should feel lighter than a packaged sweet."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
Maybe something a little nicer for a rushed morning.
budget: 4 USDIt should still make sense in the morning.A warm-spice feeling would fit.I am not looking for an after-dinner dessert.
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{
  "shopping_goal": "Maybe something a little nicer for a rushed morning.",
  "preferences": [
    "It should still make sense in the morning.",
    "A warm-spice feeling would fit.",
    "I am not looking for an after-dinner dessert."
  ],
  "budget_usd": 4,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}

Budget pantry planner

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{
  "gender": "male",
  "age_band": "25-34",
  "employment_status": "student",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "lives_alone",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "mixed_transport",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need a cheap pantry staple that can stretch a few meals.
budget: 2 USDA simple grain or pantry base is better than a ready meal.Shelf life matters because this is for backup dinners.I care more about value than brand.
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{
  "shopping_goal": "I need a cheap pantry staple that can stretch a few meals.",
  "preferences": [
    "A simple grain or pantry base is better than a ready meal.",
    "Shelf life matters because this is for backup dinners.",
    "I care more about value than brand."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need something basic for a simple dinner sauce.
budget: 1 USDA basic sauce starter is enough because I can season it myself.I do not want an expensive premade sauce.A small can or jar is enough for this budget.
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{
  "shopping_goal": "I need something basic for a simple dinner sauce.",
  "preferences": [
    "A basic sauce starter is enough because I can season it myself.",
    "I do not want an expensive premade sauce.",
    "A small can or jar is enough for this budget."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I also need a basic cleaner for the house.
budget: 3 USDGeneral purpose is better than a specialty cleaner.I want the low-price option unless there is a clear reason not to.It should cover ordinary household surfaces.
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{
  "shopping_goal": "I also need a basic cleaner for the house.",
  "preferences": [
    "General purpose is better than a specialty cleaner.",
    "I want the low-price option unless there is a clear reason not to.",
    "It should cover ordinary household surfaces."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I should restock one disinfecting laundry item.
budget: 9 USDIt should be practical for laundry or hard-surface backup.A plain budget option is enough.I do not need the gentler color-care version this time.
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{
  "shopping_goal": "I should restock one basic household disinfecting item.",
  "preferences": [
    "It should be practical for laundry or hard-surface backup.",
    "A plain budget option is enough.",
    "I do not need the gentler color-care version this time."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}

Fresh and lighter dinner shopper

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{
  "gender": "female",
  "age_band": "55-64",
  "employment_status": "retired",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "other",
    "dwelling": "shared_housing",
    "transport_access": "private_car",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "medium",
      "extraversion": "low",
      "agreeableness": "medium",
      "neuroticism": "low"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "low"
    }
  }
}
I want something fresh to snack on.
budget: 1 USDI prefer something tart or refreshing.It should feel lighter than candy.A single piece of fruit would be enough.
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{
  "shopping_goal": "I want something fresh to snack on.",
  "preferences": [
    "I prefer something tart or refreshing.",
    "It should feel lighter than candy.",
    "A single piece of fruit would be enough."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a vegetable that can go with dinner.
budget: 2 USDSomething fresh and easy to slice would be ideal.It should work as a light side, not the whole meal.I am not trying to buy a heavy prepared side.
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{
  "shopping_goal": "I need a vegetable that can go with dinner.",
  "preferences": [
    "Something fresh and easy to slice would be ideal.",
    "It should work as a light side, not the whole meal.",
    "I am not trying to buy a heavy prepared side."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I need a lighter protein for dinner.
budget: 10 USDI want something lighter than red meat.Mild pieces that bake or pan-sear would work.I do not want anything breaded or heavily seasoned.
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{
  "shopping_goal": "I need a lighter seafood protein for dinner.",
  "preferences": [
    "I want something lighter than red meat.",
    "Mild pieces that bake or pan-sear would work.",
    "I do not want anything breaded or heavily seasoned."
  ],
  "budget_usd": 10,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I want a drink for quiet evenings.
budget: 25 USDIt should feel lighter than coffee.I want something unsweetened or gentle.It should fit a slow evening after dinner.
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{
  "shopping_goal": "I want a drink for quiet evenings.",
  "preferences": [
    "It should feel lighter than coffee.",
    "I want something unsweetened or gentle.",
    "It should fit a slow evening after dinner."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Weekly family stock-up shopper

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{
  "gender": "male",
  "age_band": "65+",
  "employment_status": "retired",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "family_with_children",
    "dwelling": "townhouse",
    "transport_access": "mixed_transport",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "medium",
      "extraversion": "low",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "exploratory",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": false,
      "requires_explanation_before_accept": false,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "low"
    }
  }
}
I need a pantry side that can fill out dinner.
budget: 3 USDIt should work with a main protein or toast.I want something I can keep in the pantry for a busy weeknight.A filling pantry side is more useful than a snack.
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{
  "shopping_goal": "I need a pantry side that can fill out dinner.",
  "preferences": [
    "It should work with a main protein or toast.",
    "I want something I can keep in the pantry for a busy weeknight.",
    "A filling pantry side is more useful than a snack."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "none",
    "critique_style": "compare_alternatives"
  }
}
I need a main protein for a family dinner.
budget: 15 USDSomething easy to turn into several dishes would help.A family-size pack is better than a small single-serving option.It should work for a normal weeknight dinner.
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{
  "shopping_goal": "I need a main protein for a family dinner.",
  "preferences": [
    "Something easy to turn into several dishes would help.",
    "A family-size pack is better than a small single-serving option.",
    "It should work for a normal weeknight dinner."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "if_uncertain",
    "critique_style": "compare_alternatives"
  }
}
I need to restock laundry detergent.
budget: 25 USDIt needs to work for mixed household laundry.A larger jug is fine if it saves another trip.I want a dependable everyday detergent, not a specialty stain item.
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{
  "shopping_goal": "I need to restock laundry detergent.",
  "preferences": [
    "It needs to work for mixed household laundry.",
    "A larger jug is fine if it saves another trip.",
    "I want a dependable everyday detergent, not a specialty stain item."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "if_uncertain",
    "critique_style": "reject_with_reason"
  }
}
I should add a paper essential before we run out.
budget: 30 USDIt should be useful for routine household needs.It needs to last through a family week.I want a practical backup pack rather than a small personal-care item.
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{
  "shopping_goal": "I should add a paper essential before we run out.",
  "preferences": [
    "It should be useful for routine household needs.",
    "It needs to last through a family week.",
    "I want a practical backup pack rather than a small personal-care item."
  ],
  "budget_usd": 30,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "reject_with_reason"
  }
}

Commuter office-desk caffeine restocker

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{
  "gender": "male",
  "age_band": "25-34",
  "employment_status": "full_time_employee",
  "occupation_group": "clerical_support_workers",
  "life_context": {
    "household": "multigenerational_household",
    "dwelling": "larger_apartment",
    "transport_access": "private_car",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "high",
      "extraversion": "high",
      "agreeableness": "low",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "low",
      "talkativeness": "high"
    }
  }
}
I need coffee I can use quickly during the week.
budget: 30 USDI want to make it with just hot water.It should be easy to keep at a desk for many mornings.I do not want to brew a whole pot.
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{
  "shopping_goal": "I need something easy for work mornings.",
  "preferences": [
    "I want to make it with just hot water.",
    "It should be easy to keep at a desk for many mornings.",
    "I do not want to brew a whole pot."
  ],
  "budget_usd": 30,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I want a small snack I can toss in my bag.
budget: 2 USDIt should fit in a bag.I want something crisp rather than a full meal.A cheap single snack is enough.
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{
  "shopping_goal": "I want a small snack for my commute or desk.",
  "preferences": [
    "It should fit in a bag.",
    "I want something crisp rather than a full meal.",
    "A cheap single snack is enough."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need a cold drink option too.
budget: 3 USDI want something familiar and sweet.A larger bottle is useful if it stays cheap.I am not choosing a breakfast juice right now.
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{
  "shopping_goal": "I need a cold drink option too.",
  "preferences": [
    "I want something familiar and sweet.",
    "A larger bottle is useful if it stays cheap.",
    "I am not choosing a breakfast juice right now."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
Maybe one chocolate snack for work.
budget: 5 USDIt should be easy to portion.I want something more treat-like than fruit.It should not be a large dessert.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I should keep a small sweet option at work.",
  "preferences": [
    "It should be easy to portion.",
    "I want something more treat-like than fruit.",
    "It should not be a large dessert."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Multi-pet household restocker

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{
  "gender": "female",
  "age_band": "35-44",
  "employment_status": "student",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "with_partner",
    "dwelling": "detached_house",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "high",
      "extraversion": "medium",
      "agreeableness": "high",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "exploratory",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need to restock food for my cat.
budget: 20 USDThis is for the smaller animal at home.I want the regular food rather than a toy.Dry food is convenient because I can store it easily.
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{
  "shopping_goal": "I need to restock food for one of my pets.",
  "preferences": [
    "This is for the smaller animal at home.",
    "I want the regular food rather than a toy.",
    "Dry food is convenient because I can store it easily."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I also need dog food.
budget: 25 USDThis one eats a larger portion.I want a main food, not a treat.Dry food is easier for me to store and portion.
Full GoalHide Goal
{
  "shopping_goal": "I also need food for the other pet.",
  "preferences": [
    "This one eats a larger portion.",
    "I want a main food, not a treat.",
    "Dry food is easier for me to store and portion."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I should grab a cleaner while I am here.
budget: 3 USDIt needs to handle messes around the home.A spray format would be convenient.I want something stronger than a basic wipe.
Full GoalHide Goal
{
  "shopping_goal": "I should get something for cleaning after pets.",
  "preferences": [
    "It needs to handle messes around the home.",
    "A spray format would be convenient.",
    "I want something stronger than a basic wipe."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
Maybe I can add one treat too.
budget: 25 USDThis is more of a reward than a main meal.A small pack is enough since this is just a treat.I want it to feel a little better quality.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I can add a small reward for the cat too.",
  "preferences": [
    "This is more of a reward than a main meal.",
    "A small pack is enough since this is just a treat.",
    "I want it to feel a little better quality."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Backyard barbecue host

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{
  "gender": "male",
  "age_band": "35-44",
  "employment_status": "part_time_employee",
  "occupation_group": "craft_and_related_trades_workers",
  "life_context": {
    "household": "multigenerational_household",
    "dwelling": "townhouse",
    "transport_access": "mixed_transport",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "high",
      "extraversion": "high",
      "agreeableness": "high",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "indecisive",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "high"
    }
  }
}
I am picking up something for burgers.
budget: 15 USDIt should work as handheld food.I am feeding several people.Something already shaped for the grill would help.
Full GoalHide Goal
{
  "shopping_goal": "I am getting food for an outdoor cookout.",
  "preferences": [
    "It should work as handheld food.",
    "I am feeding several people.",
    "Something already shaped for the grill would help."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I could use another grill item besides burgers.
budget: 10 USDIt should cook quickly outside.Guests can take one piece at a time.I want a casual cookout item.
Full GoalHide Goal
{
  "shopping_goal": "I want another grill option besides the main burgers.",
  "preferences": [
    "It should cook quickly outside.",
    "Guests can take one piece at a time.",
    "I want a casual cookout item."
  ],
  "budget_usd": 10,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a big soft drink for people to share.
budget: 3 USDIt should be easy to pour for several people.A familiar flavor is fine.I am not looking for individual cans.
Full GoalHide Goal
{
  "shopping_goal": "I need a big soft drink for people to share.",
  "preferences": [
    "It should be easy to pour for several people.",
    "A familiar flavor is fine.",
    "I am not looking for individual cans."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I need a salty snack for the table.
budget: 3 USDIt should fit an outdoor cookout.Guests can eat it while waiting for food.I want something casual and crisp.
Full GoalHide Goal
{
  "shopping_goal": "I need a salty snack for the table.",
  "preferences": [
    "It should fit an outdoor cookout.",
    "Guests can eat it while waiting for food.",
    "I want something casual and crisp."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}

Italian-style dinner home cook

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{
  "gender": "male",
  "age_band": "65+",
  "employment_status": "retired",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "lives_alone",
    "dwelling": "detached_house",
    "transport_access": "mixed_transport",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "high",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need something for an Italian-style dinner.
budget: 2 USDI should be able to keep it in the pantry.It needs to carry a sauce.A familiar long-cooking dinner base is fine.
Full GoalHide Goal
{
  "shopping_goal": "I need a base for a simple Italian-style dinner.",
  "preferences": [
    "I should be able to keep it in the pantry.",
    "It needs to carry a sauce.",
    "A familiar long-cooking dinner base is fine."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need the sauce base for dinner too.
budget: 1 USDI want a savory base.It should work with pasta.A can or jar would be easier than fresh prep.
Full GoalHide Goal
{
  "shopping_goal": "I also need something to start the sauce.",
  "preferences": [
    "I want a savory base.",
    "It should work with pasta.",
    "A can or jar would be easier than fresh prep."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I could use a simple side vegetable.
budget: 5 USDIt should be filling.I can roast or boil it.I do not need anything delicate.
Full GoalHide Goal
{
  "shopping_goal": "I could use a simple side for dinner.",
  "preferences": [
    "It should be filling.",
    "I can roast or boil it.",
    "I do not need anything delicate."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
Maybe I need something creamy for the sauce.
budget: 2 USDIt should make the meal richer.A small tub or pack is enough.I want something mild rather than sweet.
Full GoalHide Goal
{
  "shopping_goal": "Maybe the sauce needs something creamy.",
  "preferences": [
    "It should make the meal richer.",
    "A small tub or pack is enough.",
    "I want something mild rather than sweet."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}

Weekend cleaning reset shopper

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{
  "gender": "male",
  "age_band": "35-44",
  "employment_status": "part_time_employee",
  "occupation_group": "armed_forces_occupations",
  "life_context": {
    "household": "with_partner",
    "dwelling": "townhouse",
    "transport_access": "private_car",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "high",
      "extraversion": "low",
      "agreeableness": "high",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "low"
    }
  }
}
I need something for cleaning the kitchen.
budget: 3 USDI want something for counters or greasy areas.A spray bottle would be easy.It should be for cleaning, not laundry.
Full GoalHide Goal
{
  "shopping_goal": "I need to reset the kitchen this weekend.",
  "preferences": [
    "I want something for counters or greasy areas.",
    "A spray bottle would be easy.",
    "It should be for cleaning, not laundry."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need one cleaner for shiny surfaces.
budget: 6 USDIt should help with fingerprints and smudges.A spray would be easiest.This is not for floors, fabric, or heavy grease.
Full GoalHide Goal
{
  "shopping_goal": "I need one cleaner for shiny hard surfaces.",
  "preferences": [
    "It should help with fingerprints and smudges.",
    "A spray would be easiest.",
    "This is not for floors, fabric, or heavy grease."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I should get hand soap while I am in this aisle.
budget: 9 USDIt belongs near a bathroom or kitchen sink.I want a basic hygiene item.A pump or refill style would make sense.
Full GoalHide Goal
{
  "shopping_goal": "I should refill something near the sink.",
  "preferences": [
    "It belongs near a bathroom or kitchen sink.",
    "I want a basic hygiene item.",
    "A pump or refill style would make sense."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I could use coffee for the weekend too.
budget: 20 USDIt should help with a work break.I want a caffeinated option.A regular home stock item is enough.
Full GoalHide Goal
{
  "shopping_goal": "I could use something warm while doing chores.",
  "preferences": [
    "It should help with a work break.",
    "I want a caffeinated option.",
    "A regular home stock item is enough."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}

Baby-care caregiver

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{
  "gender": "female",
  "age_band": "45-54",
  "employment_status": "self_employed",
  "occupation_group": "skilled_agricultural_forestry_and_fishery_workers",
  "life_context": {
    "household": "family_with_children",
    "dwelling": "larger_apartment",
    "transport_access": "mixed_transport",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "low",
      "extraversion": "high",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "decisive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": false,
      "requires_explanation_before_accept": false,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "high",
      "talkativeness": "high"
    }
  }
}
I need diapers before we run out.
budget: 75 USDThis is for daily care changes.I need a pack, not a toy.Reliability matters more than a treat.
Full GoalHide Goal
{
  "shopping_goal": "I need a baby-care backup before we run out.",
  "preferences": [
    "This is for daily care changes.",
    "I need a pack, not a toy.",
    "Reliability matters more than a treat."
  ],
  "budget_usd": 75,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "none",
    "critique_style": "compare_alternatives"
  }
}
I should get some tissue too.
budget: 15 USDIt should be gentle enough for faces or hands.Portable or soft packaging helps.This is not a cleaning chemical.
Full GoalHide Goal
{
  "shopping_goal": "I should add a soft paper item for the bag.",
  "preferences": [
    "It should be gentle enough for faces or hands.",
    "Portable or soft packaging helps.",
    "This is not a cleaning chemical."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "none",
    "critique_style": "compare_alternatives"
  }
}
I need milk for the house.
budget: 5 USDIt should work for breakfast and simple cooking.Something easy to fit in the fridge is better today.A plain everyday option is enough.
Full GoalHide Goal
{
  "shopping_goal": "I need a refrigerated staple for the house.",
  "preferences": [
    "It should work for breakfast and simple cooking.",
    "Something easy to fit in the fridge is better today.",
    "A plain everyday option is enough."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "ask_clarification"
  }
}
Maybe a simple snack pack too.
budget: 7 USDIt should last more than one serving.Nothing messy or fancy.I want something easy to hand out.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I should get an easy snack for the family.",
  "preferences": [
    "It should last more than one serving.",
    "Nothing messy or fancy.",
    "I want something easy to hand out."
  ],
  "budget_usd": 7,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "none",
    "critique_style": "ask_clarification"
  }
}

Personal-care comparison shopper

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{
  "gender": "female",
  "age_band": "55-64",
  "employment_status": "self_employed",
  "occupation_group": "plant_and_machine_operators_and_assemblers",
  "life_context": {
    "household": "shared_household",
    "dwelling": "shared_housing",
    "transport_access": "private_car",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "high",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "exploratory",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need toothpaste, but I want the right kind.
budget: 9 USDIt should feel gentle.I am avoiding anything too harsh.This is for everyday use.
Full GoalHide Goal
{
  "shopping_goal": "I need a mouth-care item, but I am being picky.",
  "preferences": [
    "It should feel gentle.",
    "I am avoiding anything too harsh.",
    "This is for everyday use."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I need sunscreen for sensitive skin.
budget: 30 USDI want something suitable for delicate skin.It should be practical for sunny days.I am not looking for makeup.
Full GoalHide Goal
{
  "shopping_goal": "I need skin protection for being outside.",
  "preferences": [
    "I want something suitable for delicate skin.",
    "It should be practical for sunny days.",
    "I am not looking for makeup."
  ],
  "budget_usd": 30,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I need a fabric softener too.
budget: 25 USDThis is not the main detergent.A softer finish matters.I prefer a mild home-care item.
Full GoalHide Goal
{
  "shopping_goal": "I want laundry to feel a bit gentler.",
  "preferences": [
    "This is not the main detergent.",
    "A softer finish matters.",
    "I prefer a mild home-care item."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
Maybe a calming tea as well.
budget: 20 USDI want something gentle rather than intense.A fragrant cup would be nice.It should fit an evening routine.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I will add a calming hot drink.",
  "preferences": [
    "I want something gentle rather than intense.",
    "A fragrant cup would be nice.",
    "It should fit an evening routine."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Student budget basket shopper

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{
  "gender": "female",
  "age_band": "18-24",
  "employment_status": "student",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "shared_household",
    "dwelling": "townhouse",
    "transport_access": "private_car",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "high",
      "extraversion": "high",
      "agreeableness": "medium",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "indecisive",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "high"
    }
  }
}
I want a cheap snack for studying.
budget: 3 USDIt should be inexpensive.One small pack is enough.I want something crunchy for a break.
Full GoalHide Goal
{
  "shopping_goal": "I want a very cheap snack for studying.",
  "preferences": [
    "It should be inexpensive.",
    "One small pack is enough.",
    "I want something crunchy for a break."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need something extremely cheap for a quick meal.
budget: 1 USDIt should cook quickly.It should be very inexpensive.I can keep it in a small shared pantry or on my room shelf.
Full GoalHide Goal
{
  "shopping_goal": "I need an emergency meal for almost no effort.",
  "preferences": [
    "It should cook quickly.",
    "It should be very inexpensive.",
    "I can keep it in a small shared pantry or on my room shelf."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
Maybe a backup meal I can keep on the shelf.
budget: 2 USDIt should be ready with minimal prep.Something small I can keep on a shelf works best for my space.I want something that can become a quick hot meal.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I need another backup meal on the shelf.",
  "preferences": [
    "It should be ready with minimal prep.",
    "Something small I can keep on a shelf works best for my space.",
    "I want something that can become a quick hot meal."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need one drink too.
budget: 9 USDOne small bottle is enough.It should keep the basket cheap.A familiar sweet drink is fine.
Full GoalHide Goal
{
  "shopping_goal": "I need one cheap drink too.",
  "preferences": [
    "One small bottle is enough.",
    "It should keep the basket cheap.",
    "A familiar sweet drink is fine."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Office breakroom restocker

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{
  "gender": "male",
  "age_band": "25-34",
  "employment_status": "full_time_employee",
  "occupation_group": "service_and_sales_workers",
  "life_context": {
    "household": "lives_alone",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "medium",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "decisive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": false,
      "requires_explanation_before_accept": false,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "high",
      "talkativeness": "medium"
    }
  }
}
I need coffee for the office breakroom.
budget: 20 USDSeveral people may use it.It should be more office-friendly than a single cafe drink.Caffeine is the point.
Full GoalHide Goal
{
  "shopping_goal": "I need something for the office breakroom.",
  "preferences": [
    "Several people may use it.",
    "It should be more office-friendly than a single cafe drink.",
    "Caffeine is the point."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "if_uncertain",
    "critique_style": "compare_alternatives"
  }
}
I need one larger drink for people to share.
budget: 9 USDIt should suit morning better than soda.A bigger container helps the breakroom last.I want something easy for several people.
Full GoalHide Goal
{
  "shopping_goal": "I need a larger drink for people to share.",
  "preferences": [
    "It should suit morning better than soda.",
    "A bigger container helps the breakroom last.",
    "I want something easy for several people."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "none",
    "critique_style": "compare_alternatives"
  }
}
I should get a snack people can share.
budget: 8 USDIt should not be too messy.People can take a small handful.I want something a bit more grown-up than candy.
Full GoalHide Goal
{
  "shopping_goal": "I should get a snack people can share in a meeting.",
  "preferences": [
    "It should not be too messy.",
    "People can take a small handful.",
    "I want something a bit more grown-up than candy."
  ],
  "budget_usd": 8,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "compare_alternatives"
  }
}
We also need a basic cleaner for the shared counter.
budget: 3 USDIt belongs near the sink or counter.A spray would be practical.I do not need a laundry item.
Full GoalHide Goal
{
  "shopping_goal": "We need something for wiping the shared counter.",
  "preferences": [
    "It belongs near the sink or counter.",
    "A spray would be practical.",
    "I do not need a laundry item."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "if_uncertain",
    "critique_style": "reject_with_reason"
  }
}

Picnic and small gift shopper

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{
  "gender": "female",
  "age_band": "25-34",
  "employment_status": "full_time_employee",
  "occupation_group": "plant_and_machine_operators_and_assemblers",
  "life_context": {
    "household": "with_partner",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "mixed_transport",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "high",
      "extraversion": "medium",
      "agreeableness": "low",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "low",
      "talkativeness": "medium"
    }
  }
}
I need a fruit that feels right for a picnic.
budget: 9 USDIt should feel good for warm weather.People can slice and share it.I want something more picnic-like than a school-bag fruit.
Full GoalHide Goal
{
  "shopping_goal": "I need fruit that works for eating outside.",
  "preferences": [
    "It should feel good for warm weather.",
    "People can slice and share it.",
    "I want something more picnic-like than a school-bag fruit."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I might bring a small sweet thing as a gift.
budget: 6 USDIt should feel more thoughtful than loose chips.A small box would be easier to give.A gentle fruit or bakery note would fit.
Full GoalHide Goal
{
  "shopping_goal": "I might bring a small sweet thing as a gift.",
  "preferences": [
    "It should feel more thoughtful than loose chips.",
    "A small box would be easier to give.",
    "A gentle fruit or bakery note would fit."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need a drink to share outside.
budget: 9 USDIt should feel bright and picnic-friendly.A larger bottle matters more than premium branding.I want a non-alcohol option.
Full GoalHide Goal
{
  "shopping_goal": "I need a drink to share outside.",
  "preferences": [
    "It should feel bright and picnic-friendly.",
    "A larger bottle matters more than premium branding.",
    "I want a non-alcohol option."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a small salty thing to go with the food.
budget: 2 USDIt should go with simple outdoor food.A little saltiness would help.I want something easy to open.
Full GoalHide Goal
{
  "shopping_goal": "I need a small savory accent for the picnic.",
  "preferences": [
    "It should go with simple outdoor food.",
    "A little saltiness would help.",
    "I want something easy to open."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}

Frozen convenience meal shopper

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{
  "gender": "female",
  "age_band": "65+",
  "employment_status": "part_time_employee",
  "occupation_group": "elementary_occupations",
  "life_context": {
    "household": "lives_alone",
    "dwelling": "larger_apartment",
    "transport_access": "mixed_transport",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "high",
      "extraversion": "high",
      "agreeableness": "medium",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "time_pressed",
    "behavior_parameters": {
      "patience_turns": 3,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "high",
      "talkativeness": "high"
    }
  }
}
I need a very easy dinner.
budget: 15 USDIt should be almost no prep.One boxed item can feel like dinner.A familiar savory topping would be fine.
Full GoalHide Goal
{
  "shopping_goal": "I need a very easy freezer dinner.",
  "preferences": [
    "It should be almost no prep.",
    "One boxed item can feel like dinner.",
    "A familiar savory topping would be fine."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I want a frozen side to go with dinner.
budget: 5 USDIt should cook from frozen.Something crisp or potato-like would fit.I do not need a main protein.
Full GoalHide Goal
{
  "shopping_goal": "I want a freezer side to go with dinner.",
  "preferences": [
    "It should cook from frozen.",
    "Something crisp or potato-like would fit.",
    "I do not need a main protein."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I should add a vegetable side that takes no prep.
budget: 5 USDIt should be fast.Something I can keep in the pantry is fine.I want something savory, not a snack.
Full GoalHide Goal
{
  "shopping_goal": "I should add a no-prep vegetable side.",
  "preferences": [
    "It should be fast.",
    "Something I can keep in the pantry is fine.",
    "I want something savory, not a snack."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
Maybe one drink for later.
budget: 6 USDI want it as a treat, not a household staple.One bottle is enough.A sweet flavor sounds better than plain.
Full GoalHide Goal
{
  "shopping_goal": "Maybe one sweet refrigerated drink for later.",
  "preferences": [
    "I want it as a treat, not a household staple.",
    "One bottle is enough.",
    "A sweet flavor sounds better than plain."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Organic-leaning vegetarian planner

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{
  "gender": "male",
  "age_band": "18-24",
  "employment_status": "other",
  "occupation_group": "service_and_sales_workers",
  "life_context": {
    "household": "lives_alone",
    "dwelling": "detached_house",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "high",
      "extraversion": "low",
      "agreeableness": "low",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "low",
      "talkativeness": "low"
    }
  }
}
I need something fresh for a salad.
budget: 1 USDIt should be crisp and refreshing.I want a raw vegetable rather than a canned side.It should work in a simple salad.
Full GoalHide Goal
{
  "shopping_goal": "I need something fresh for a salad.",
  "preferences": [
    "It should be crisp and refreshing.",
    "I want a raw vegetable rather than a canned side.",
    "It should work in a simple salad."
  ],
  "budget_usd": 1,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need a grain for meal prep.
budget: 2 USDIt should feel less refined.It needs to work in bowls or sides.I want something I can keep in the pantry.
Full GoalHide Goal
{
  "shopping_goal": "I need a wholesome grain for meal prep.",
  "preferences": [
    "It should feel less refined.",
    "It needs to work in bowls or sides.",
    "I want something I can keep in the pantry."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I want a simple dairy snack.
budget: 7 USDIt should work with fruit or breakfast.I prefer simple over dessert-like.A larger tub works because I will use it through the week.
Full GoalHide Goal
{
  "shopping_goal": "I want a simple dairy snack for the week.",
  "preferences": [
    "It should work with fruit or breakfast.",
    "I prefer simple over dessert-like.",
    "A larger tub works because I will use it through the week."
  ],
  "budget_usd": 7,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
Maybe one small treat that still feels a bit better.
budget: 6 USDIt should feel more considered than regular candy.A small sweet note is okay.I do not want the treat to dominate the basket.
Full GoalHide Goal
{
  "shopping_goal": "Maybe one small treat that still feels a bit better.",
  "preferences": [
    "It should feel more considered than regular candy.",
    "A small sweet note is okay.",
    "I do not want the treat to dominate the basket."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Seafood dinner and light beverage planner

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{
  "gender": "female",
  "age_band": "25-34",
  "employment_status": "other",
  "occupation_group": "technicians_and_associate_professionals",
  "life_context": {
    "household": "multigenerational_household",
    "dwelling": "townhouse",
    "transport_access": "mixed_transport",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "high",
      "extraversion": "high",
      "agreeableness": "low",
      "neuroticism": "low"
    }
  },
  "interaction_profile": {
    "behavior_style": "indecisive",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "low",
      "talkativeness": "high"
    }
  }
}
I need fish for dinner.
budget: 15 USDI want something leaner than red meat.A firmer frozen filet would be fine.Healthy and simple matters more than a bold seasoning.
Full GoalHide Goal
{
  "shopping_goal": "I want something light for dinner.",
  "preferences": [
    "I want something leaner than red meat.",
    "A firmer frozen filet would be fine.",
    "Healthy and simple matters more than a bold seasoning."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I might need a milder fish option too.
budget: 10 USDIt should taste gentle.I want pieces that cook quickly.Avoid anything breaded, smoky, or heavily seasoned.
Full GoalHide Goal
{
  "shopping_goal": "I need another mild dinner protein option.",
  "preferences": [
    "It should taste gentle.",
    "I want pieces that cook quickly.",
    "Avoid anything breaded, smoky, or heavily seasoned."
  ],
  "budget_usd": 10,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I want something fresh with the fish.
budget: 9 USDFruit would make the meal feel lighter.A bright fruit for after dinner would be nice.I do not need a large cut-and-serve fruit today.
Full GoalHide Goal
{
  "shopping_goal": "I want something fresh with dinner.",
  "preferences": [
    "Fruit would make the meal feel lighter.",
    "A bright fruit for after dinner would be nice.",
    "I do not need a large cut-and-serve fruit today."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I also want a lighter drink for after dinner.
budget: 20 USDIt should feel calmer than coffee or soda.I prefer something unsweetened.It should fit a quiet evening routine.
Full GoalHide Goal
{
  "shopping_goal": "I want a lighter drink after dinner.",
  "preferences": [
    "It should feel calmer than coffee or soda.",
    "I prefer something unsweetened.",
    "It should fit a quiet evening routine."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}

Low-key party drink shopper

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{
  "gender": "female",
  "age_band": "35-44",
  "employment_status": "not_currently_employed",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "other",
    "dwelling": "studio_or_small_apartment",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "ample"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "medium",
      "extraversion": "low",
      "agreeableness": "low",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "decisive",
    "behavior_parameters": {
      "patience_turns": 5,
      "asks_price_often": false,
      "requires_explanation_before_accept": false,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "low",
      "talkativeness": "low"
    }
  }
}
I need a non-alcohol drink option.
budget: 9 USDIt should feel bright and easy to offer.A small bottle is enough with other drinks around.I am not trying to cover the whole party with this one.
Full GoalHide Goal
{
  "shopping_goal": "I need a non-alcohol drink option.",
  "preferences": [
    "It should feel bright and easy to offer.",
    "A small bottle is enough with other drinks around.",
    "I am not trying to cover the whole party with this one."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "if_uncertain",
    "critique_style": "ask_clarification"
  }
}
I want to keep one personal-care backup for guests.
budget: 20 USDIt should be useful in a bathroom drawer.Reliability matters.This is not for baby care.
Full GoalHide Goal
{
  "shopping_goal": "I want to keep a personal-care backup for guests.",
  "preferences": [
    "It should be useful in a bathroom drawer.",
    "Reliability matters.",
    "This is not for baby care."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "none",
    "critique_style": "ask_clarification"
  }
}
I need a snack people can nibble on.
budget: 7 USDIt should work in a bowl.Guests can take a little at a time.I want something more fun than plain crackers.
Full GoalHide Goal
{
  "shopping_goal": "I need a nibble people can share.",
  "preferences": [
    "It should work in a bowl.",
    "Guests can take a little at a time.",
    "I want something more fun than plain crackers."
  ],
  "budget_usd": 7,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "ask_clarification"
  }
}
I might grab one alcoholic option too.
budget: 10 USDOne straightforward bottle is enough.I am not choosing wine tonight.It should be casual rather than fancy.
Full GoalHide Goal
{
  "shopping_goal": "I might grab one adult drink option too.",
  "preferences": [
    "One straightforward bottle is enough.",
    "I am not choosing wine tonight.",
    "It should be casual rather than fancy."
  ],
  "budget_usd": 10,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "reject_with_reason"
  }
}

Adult-care household helper

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{
  "gender": "male",
  "age_band": "18-24",
  "employment_status": "other",
  "occupation_group": "plant_and_machine_operators_and_assemblers",
  "life_context": {
    "household": "family_with_children",
    "dwelling": "larger_apartment",
    "transport_access": "mixed_transport",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "low",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "exploratory",
    "behavior_parameters": {
      "patience_turns": 8,
      "asks_price_often": false,
      "requires_explanation_before_accept": false,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "low",
      "talkativeness": "medium"
    }
  }
}
I need a care product for an older family member.
budget: 20 USDThis is for daily care.I need a dependable pack.It should be in personal-care, not baby care products.
Full GoalHide Goal
{
  "shopping_goal": "I need a care product for an older family member.",
  "preferences": [
    "This is for daily care.",
    "I need a dependable pack.",
    "It should be in personal-care, not baby care products."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "none",
    "critique_style": "compare_alternatives"
  }
}
I also need a reliable pad option.
budget: 20 USDIt should handle heavier days.I want something practical, not cosmetic.Discreet packaging is helpful.
Full GoalHide Goal
{
  "shopping_goal": "I also need a reliable personal-care backup.",
  "preferences": [
    "It should handle heavier days.",
    "I want something practical, not cosmetic.",
    "Discreet packaging is helpful."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "none",
    "critique_style": "reject_with_reason"
  }
}
I should get a bathroom cleaner too.
budget: 2 USDIt should target the toilet or bathroom area.I want a cleaning product, not hand soap.A stronger household item is okay.
Full GoalHide Goal
{
  "shopping_goal": "I should get something for the bathroom cleaning routine.",
  "preferences": [
    "It should target the toilet or bathroom area.",
    "I want a cleaning product, not hand soap.",
    "A stronger household item is okay."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "none",
    "critique_style": "ask_clarification"
  }
}
I need milk for the house.
budget: 5 USDThe household uses it often.A bigger size is helpful.It should be plain and versatile.
Full GoalHide Goal
{
  "shopping_goal": "I need to restock a basic refrigerated staple.",
  "preferences": [
    "The household uses it often.",
    "A bigger size is helpful.",
    "It should be plain and versatile."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "if_uncertain",
    "critique_style": "ask_clarification"
  }
}

Evening tea and pantry shopper

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{
  "gender": "female",
  "age_band": "45-54",
  "employment_status": "full_time_employee",
  "occupation_group": "craft_and_related_trades_workers",
  "life_context": {
    "household": "other",
    "dwelling": "studio_or_small_apartment",
    "transport_access": "private_car",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need tea for the evenings.
budget: 20 USDI want something classic.It should feel stronger than a floral drink.A full box makes sense because this is for home evenings.
Full GoalHide Goal
{
  "shopping_goal": "I need a warm drink for regular evenings.",
  "preferences": [
    "I want something classic.",
    "It should feel stronger than a floral drink.",
    "A full box makes sense because this is for home evenings."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
Maybe a more relaxing tea too.
budget: 50 USDI want something softer or aromatic.It should suit later in the day.This is not my main caffeine stock.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I want a more relaxing cup too.",
  "preferences": [
    "I want something softer or aromatic.",
    "It should suit later in the day.",
    "This is not my main caffeine stock."
  ],
  "budget_usd": 50,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I want a simple snack to have with tea.
budget: 4 USDIt should pair with a cup.I want something crisp or dunkable.Not a large dessert.
Full GoalHide Goal
{
  "shopping_goal": "I want a small bite to go with a warm drink.",
  "preferences": [
    "It should pair with a cup.",
    "I want something crisp or dunkable.",
    "Not a large dessert."
  ],
  "budget_usd": 4,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I could use one comfort pantry item too.
budget: 2 USDIt should help start a warm meal.I want something I can keep on hand.I want something savory, not sweet.
Full GoalHide Goal
{
  "shopping_goal": "I could use a pantry item for comfort food.",
  "preferences": [
    "It should help start a warm meal.",
    "I want something I can keep on hand.",
    "I want something savory, not sweet."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Dessert-night shopper

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{
  "gender": "female",
  "age_band": "55-64",
  "employment_status": "not_currently_employed",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "with_partner",
    "dwelling": "detached_house",
    "transport_access": "private_car",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "low",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "indecisive",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": false,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I want a dessert for tonight.
budget: 6 USDA simple flavor is safer than a complicated one.A tub is better than single bars because I may share it.It should be ready to serve.
Full GoalHide Goal
{
  "shopping_goal": "I want a dessert for tonight.",
  "preferences": [
    "A simple flavor is safer than a complicated one.",
    "A tub is better than single bars because I may share it.",
    "It should be ready to serve."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I might get a sweet dairy drink too.
budget: 7 USDIt should feel like a treat.A bigger size only makes sense if it will be shared.I do not want plain milk for this.
Full GoalHide Goal
{
  "shopping_goal": "I might get a sweet refrigerated drink too.",
  "preferences": [
    "It should feel like a treat.",
    "A bigger size only makes sense if it will be shared.",
    "I do not want plain milk for this."
  ],
  "budget_usd": 7,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
Maybe a cookie-style dessert too.
budget: 6 USDIt should be easy to serve after dinner.A crisp sweet bite is enough.It should not need cooking.
Full GoalHide Goal
{
  "shopping_goal": "Maybe I want another dessert option.",
  "preferences": [
    "It should be easy to serve after dinner.",
    "A crisp sweet bite is enough.",
    "It should not need cooking."
  ],
  "budget_usd": 6,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "low",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I need one small drink with it.
budget: 3 USDA single bottle is enough.I want something fruity or fizzy.It should not be the large party size.
Full GoalHide Goal
{
  "shopping_goal": "I need one small sweet drink with dessert.",
  "preferences": [
    "A single bottle is enough.",
    "I want something fruity or fizzy.",
    "It should not be the large party size."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}

Holiday hosting planner

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{
  "gender": "male",
  "age_band": "45-54",
  "employment_status": "part_time_employee",
  "occupation_group": "plant_and_machine_operators_and_assemblers",
  "life_context": {
    "household": "other",
    "dwelling": "townhouse",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "medium",
      "extraversion": "medium",
      "agreeableness": "high",
      "neuroticism": "low"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need a pantry side for hosting.
budget: 5 USDIt should be quick to add to a meal.A can is convenient.I want something guests recognize.
Full GoalHide Goal
{
  "shopping_goal": "I need a pantry side for hosting.",
  "preferences": [
    "It should be quick to add to a meal.",
    "A can is convenient.",
    "I want something guests recognize."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I also need a nicer pantry base for a side dish.
budget: 3 USDIt should feel a little special.It can absorb broth or sauce.I am not looking for breakfast cereal.
Full GoalHide Goal
{
  "shopping_goal": "I need a nicer pantry base for a side dish.",
  "preferences": [
    "It should feel a little special.",
    "It can absorb broth or sauce.",
    "I am not looking for breakfast cereal."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a big drink for guests.
budget: 3 USDIt should be a safe crowd option.A large bottle is more useful than several small ones.I want something familiar.
Full GoalHide Goal
{
  "shopping_goal": "I need a big drink for guests.",
  "preferences": [
    "It should be a safe crowd option.",
    "A large bottle is more useful than several small ones.",
    "I want something familiar."
  ],
  "budget_usd": 3,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I want one backup frozen food for guests.
budget: 15 USDIt should work if someone avoids meat.It should be sliceable and easy to heat.A simple freezer meal is enough as a backup for guests.
Full GoalHide Goal
{
  "shopping_goal": "I want a backup freezer item for guests.",
  "preferences": [
    "It should work if someone avoids meat.",
    "It should be sliceable and easy to heat.",
    "A simple freezer meal is enough as a backup for guests."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}

Laundry-focused apartment shopper

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{
  "gender": "female",
  "age_band": "55-64",
  "employment_status": "not_currently_employed",
  "occupation_group": "not_applicable",
  "life_context": {
    "household": "shared_household",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "high",
      "conscientiousness": "high",
      "extraversion": "medium",
      "agreeableness": "high",
      "neuroticism": "high"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 6,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need washing powder for laundry day.
budget: 25 USDIt should handle regular loads.I am looking for the main wash product.A powder format would be acceptable.
Full GoalHide Goal
{
  "shopping_goal": "I need laundry supplies for machine washing.",
  "preferences": [
    "It should handle regular loads.",
    "I am looking for the main wash product.",
    "A powder format would be acceptable."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I also need something safer for delicate clothes.
budget: 25 USDIt should be for fabric care.I want it for delicate items.Not the heavy everyday powder.
Full GoalHide Goal
{
  "shopping_goal": "I also need something safer for nicer clothes.",
  "preferences": [
    "It should be for fabric care.",
    "I want it for delicate items.",
    "Not the heavy everyday powder."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I should grab a personal-care item too.
budget: 9 USDIt should fit a routine bathroom restock.I do not need a large adult-care pack.Reliability matters.
Full GoalHide Goal
{
  "shopping_goal": "I should grab a small personal-care restock.",
  "preferences": [
    "It should fit a routine bathroom restock.",
    "I do not need a large adult-care pack.",
    "Reliability matters."
  ],
  "budget_usd": 9,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
Maybe one snack for after chores.
budget: 5 USDIt should be easy and cheap.A crisp snack sounds right.I only need one small item.
Full GoalHide Goal
{
  "shopping_goal": "Maybe one snack after chores.",
  "preferences": [
    "It should be easy and cheap.",
    "A crisp snack sounds right.",
    "I only need one small item."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "only_if_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}

Child lunchbox planner

Full ProfileHide Profile
{
  "gender": "male",
  "age_band": "18-24",
  "employment_status": "self_employed",
  "occupation_group": "skilled_agricultural_forestry_and_fishery_workers",
  "life_context": {
    "household": "family_with_children",
    "dwelling": "one_bedroom_apartment",
    "transport_access": "public_transport_or_bicycle",
    "storage_space": "limited"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "high",
      "extraversion": "low",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "health_comfort_conscious",
    "behavior_parameters": {
      "patience_turns": 7,
      "asks_price_often": false,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "low"
    }
  }
}
I need a small treat for lunchboxes.
budget: 5 USDIt should be easy to pack.A child would see it as a treat.I do not need a full dessert.
Full GoalHide Goal
{
  "shopping_goal": "I need a small treat for lunchboxes.",
  "preferences": [
    "It should be easy to pack.",
    "A child would see it as a treat.",
    "I do not need a full dessert."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "usage_context_only",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a basic protein for lunches.
budget: 2 USDIt should be versatile for breakfast or lunch prep.I can prepare it a few different ways across the week.A plain multi-serving staple is best.
Full GoalHide Goal
{
  "shopping_goal": "I need a basic protein for lunches.",
  "preferences": [
    "It should be versatile for breakfast or lunch prep.",
    "I can prepare it a few different ways across the week.",
    "A plain multi-serving staple is best."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I need a fruit that can go in a school bag.
budget: 2 USDIt should hold up in a bag.A single piece is easy.I want something mild and lunch-friendly.
Full GoalHide Goal
{
  "shopping_goal": "I need fruit that can go in a school bag.",
  "preferences": [
    "It should hold up in a bag.",
    "A single piece is easy.",
    "I want something mild and lunch-friendly."
  ],
  "budget_usd": 2,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "if_price_relevant",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
I should add some tissues too.
budget: 20 USDIt should be soft and useful for small messes.A pack format helps.This is not a cleaning spray.
Full GoalHide Goal
{
  "shopping_goal": "I should add a paper item for school bags.",
  "preferences": [
    "It should be soft and useful for small messes.",
    "A pack format helps.",
    "This is not a cleaning spray."
  ],
  "budget_usd": 20,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}

Multi-species pet owner with a specialty treat

Full ProfileHide Profile
{
  "gender": "male",
  "age_band": "35-44",
  "employment_status": "full_time_employee",
  "occupation_group": "elementary_occupations",
  "life_context": {
    "household": "shared_household",
    "dwelling": "studio_or_small_apartment",
    "transport_access": "private_car",
    "storage_space": "moderate"
  },
  "personality": {
    "big_five": {
      "openness": "medium",
      "conscientiousness": "low",
      "extraversion": "medium",
      "agreeableness": "medium",
      "neuroticism": "medium"
    }
  },
  "interaction_profile": {
    "behavior_style": "budget_sensitive",
    "behavior_parameters": {
      "patience_turns": 6,
      "asks_price_often": true,
      "requires_explanation_before_accept": true,
      "willing_to_try_substitutes": true,
      "follows_navigation_likelihood": "medium",
      "talkativeness": "medium"
    }
  }
}
I need something from the pet section, a bit unusual.
budget: 25 USDIt is not regular cat or dog food.A reward-style item is enough.It should suit an uncommon household pet.
Full GoalHide Goal
{
  "shopping_goal": "I need a small specialty treat from the pet area.",
  "preferences": [
    "It is not regular cat or dog food.",
    "A reward-style item is enough.",
    "It should suit an uncommon household pet."
  ],
  "budget_usd": 25,
  "disclosure_policy": {
    "initial_disclosure": "category_and_usage_context",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "after_context_established"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}
I might grab a quick frozen side for myself.
budget: 5 USDIt should heat quickly.I want something more seasoned than plain.It is a side, not a full dinner.
Full GoalHide Goal
{
  "shopping_goal": "I might grab a quick freezer side for myself.",
  "preferences": [
    "It should heat quickly.",
    "I want something more seasoned than plain.",
    "It is a side, not a full dinner."
  ],
  "budget_usd": 5,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "after_bad_recommendation",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "compare_alternatives"
  }
}
I also need a smaller dog food option.
budget: 15 USDThis is for regular daily meals.A smaller bag is enough.It should be main food, not wet food or treats.
Full GoalHide Goal
{
  "shopping_goal": "I also need a compact dry-food bag for the dog.",
  "preferences": [
    "This is for regular daily meals.",
    "A smaller bag is enough.",
    "It should be main food, not wet food or treats."
  ],
  "budget_usd": 15,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "proactive_if_budget_sensitive",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "high",
    "explanation_requirement": "before_accepting",
    "critique_style": "reject_with_reason"
  }
}
And I need a small cat food bag.
budget: 10 USDThis is for regular daily meals.A smaller dry-food bag is easier for me to store.It should be main food, not tins, toys, or treats.
Full GoalHide Goal
{
  "shopping_goal": "And I need a compact dry-food bag for the cat.",
  "preferences": [
    "This is for regular daily meals.",
    "A smaller dry-food bag is easier for me to store.",
    "It should be main food, not tins, toys, or treats."
  ],
  "budget_usd": 10,
  "disclosure_policy": {
    "initial_disclosure": "category_only",
    "budget_disclosure": "only_if_asked",
    "avoid_disclosure": "if_asked_or_conflict",
    "exact_target_disclosure": "never_initially"
  },
  "acceptance_policy": {
    "substitute_tolerance": "medium",
    "explanation_requirement": "before_accepting",
    "critique_style": "ask_clarification"
  }
}