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The user provided content detailing a specific plant care tip. I need to identify the plant care topic, infer the user's intent to apply the tip, and estimate the effort and actionability.
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{ "transcript": "If your Monstera leaves are yellowing, it's often a sign of overwatering. Let the top two inches of soil dry out completely between waterings. Don't forget proper drainage!", "caption": "
genYellow Monstera leaves? Here's the fix! #PlantCare #Monstera #IndoorPlants", "duration": "0:00:45", "creator_type": "plant_enthusiast"}
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{ "primary_category": "lifestyle", "sub_category": "plant_care", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["monstera_plant", "well_draining_soil"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Check Monstera soil and adjust watering schedule"}
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The user provided content about a morning routine. I need to identify the components of the routine, infer if the user would want to adopt it, and assess its actionability and commitment.
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{ "transcript": "My 5 AM morning routine: 15 minutes of meditation, then a quick journal entry, and finally a healthy smoothie. This sets me up for a productive day! Give it a try!", "caption": "
Rise & Shine! My energizing morning routine. #MorningRoutine #Productivity #SelfCare", "duration": "0:01:30", "creator_type": "lifestyle_blogger"}
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{ "primary_category": "productivity", "sub_category": "morning_routine", "intent_type": "build_habit", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["journal", "pen", "blender", "smoothie_ingredients"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Attempt part of the morning routine, e.g., meditation"}
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The user provided content reviewing a new video game. I need to identify the game, the nature of the content (entertainment vs. buying decision), and the most likely user intent.
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{ "transcript": "I've been playing the new 'Celestial Odyssey' and the graphics are just breathtaking! The open world is massive, and the story is incredibly immersive. Highly recommend if you love RPGs!", "caption": "
'Celestial Odyssey' - My honest review! Worth it? #Gaming #NewGame #RPG", "duration": "0:03:10", "creator_type": "gaming_reviewer"}
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{ "primary_category": "entertainment", "sub_category": "video_game_review", "intent_type": "buy_something", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["gaming_console_or_pc", "money"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Research 'Celestial Odyssey' further before purchasing"}
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The user provided content about a personal finance tip. I need to identify the financial advice, infer the user's intent to implement it, and assess its actionability.
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{ "transcript": "Start building an emergency fund today! Aim for 3-6 months of living expenses in a high-yield savings account. It's crucial for financial security.", "caption": "
Emergency Fund 101! Secure your future. #PersonalFinance #SavingMoney #FinancialFreedom", "duration": "0:01:05", "creator_type": "financial_advisor"}
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{ "primary_category": "finance", "sub_category": "saving_money", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["bank_account", "income"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Research high-yield savings accounts and open one"}
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The user provided content about a healthy snack recipe. I need to determine the type of snack, infer the user's intent to prepare it, and estimate the effort, time, and required resources.
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{ "transcript": "These no-bake energy bites are perfect for a quick snack! Just oats, peanut butter, honey, and chia seeds. Roll them up, chill, and enjoy!", "caption": "
Quick & Easy Energy Bites! Healthy snacking. #HealthySnacks #MealPrep #NoBake", "duration": "0:01:10", "creator_type": "nutrition_coach"}
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{ "primary_category": "cooking", "sub_category": "snack_recipe", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["oats", "peanut_butter", "honey", "chia_seeds", "bowl"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Make no-bake energy bites"}
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The user provided content about a unique historical fact. I need to classify it as a learning topic and determine the intent.
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{ "transcript": "Did you know flamingos can only eat when their head is upside down? Their beaks are designed to filter feed water and mud in that position! Nature is wild!", "caption": "
Flamingo Facts! Mind-blowing nature. #AnimalFacts #DidYouKnow #Nature", "duration": "0:00:25", "creator_type": "educator"}
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{ "primary_category": "learning", "sub_category": "animal_facts", "intent_type": "learn_more", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Search for more flamingo facts"}
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The user provided content demonstrating a makeup tutorial for a specific look. I need to identify the makeup technique, infer the user's intent to try it, and estimate the effort and resources.
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{ "transcript": "Today I'm showing you how to achieve this smoky eye look perfect for a night out. Blending is key, so use a fluffy brush and dark eyeshadows.", "caption": "
Smoky Eye Tutorial! Get glam. #MakeupTutorial #BeautyHacks #SmokyEye", "duration": "0:03:40", "creator_type": "beauty_influencer"}
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{ "primary_category": "fashion", "sub_category": "makeup_tutorial", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 20, "required_resources": ["eyeshadow_palette", "makeup_brushes", "primer"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Attempt to replicate the smoky eye makeup"}
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The user provided content about managing anxiety. I need to identify the mental health tip, infer the user's intent to apply it, and assess its actionability.
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{ "transcript": "If you're feeling anxious, try this simple grounding technique: Name 5 things you can see, 4 things you can feel, 3 things you can hear, 2 things you can smell, and 1 thing you can taste.", "caption": "
Anxiety grounding technique. Calm your mind. #MentalHealth #AnxietyRelief #Mindfulness", "duration": "0:01:00", "creator_type": "therapist"}
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{ "primary_category": "mental_health", "sub_category": "anxiety_management", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": [], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Practice the 5-4-3-2-1 grounding technique"}
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The user provided content showcasing a beautiful natural landscape without explicit instructions. This is likely inspiration only.
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{ "transcript": "Look at these stunning turquoise waters and ancient cliffs of Sardinia! It's like a paradise. I could spend all day here. You have to visit!", "caption": "
Sardinia Dreams!
#Sardinia #ItalyTravel #Paradise", "duration": "0:00:50", "creator_type": "travel_influencer"}
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{ "primary_category": "travel", "sub_category": "destination_showcase", "intent_type": "inspiration_only", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["passport", "flight_tickets", "accommodation"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content presenting a challenging math problem. This is a learning context where the user might want to solve it.
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{ "transcript": "Here's a challenging logic puzzle for you. If you can solve this in under a minute, you're a genius! Pause the video and give it a try. The answer is at the end.", "caption": "
Brain Teaser! Can you solve it? #Puzzle #Logic #BrainGames", "duration": "0:01:20", "creator_type": "educator"}
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{ "primary_category": "learning", "sub_category": "logic_puzzle", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 5, "required_resources": ["pen", "paper"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Attempt to solve the logic puzzle"}
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The user provided content about setting up a home office. This involves organization and potential purchases.
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{ "transcript": "Optimize your WFH setup with these tips: good lighting, an ergonomic chair, and declutter your desk! It makes a huge difference for focus and posture.", "caption": "
Ultimate WFH Desk Setup! #HomeOffice #ProductivityTips #Ergonomics", "duration": "0:02:00", "creator_type": "lifestyle_blogger"}
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{ "primary_category": "productivity", "sub_category": "home_organization", "intent_type": "build_habit", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["desk", "chair", "lighting", "money_for_upgrades"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Assess current home office setup and identify areas for improvement"}
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The user provided content about a specific coding technique. This is for learning and potential application.
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{ "transcript": "Learn Python's 'list comprehension' in 60 seconds! It's a concise way to create lists. Check this syntax... so powerful!", "caption": "
Python List Comprehension in 60 Secs! #Python #CodingTips #Programming", "duration": "0:00:59", "creator_type": "software_developer"}
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{ "primary_category": "learning", "sub_category": "programming_tutorial", "intent_type": "learn_more", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["computer", "python_environment"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Practice Python list comprehension in an IDE"}
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The user provided content reviewing a fashion item, which leans towards a purchasing intent.
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{ "transcript": "These sustainable sneakers from EcoStride are my new favorites! Super comfortable, stylish, and made from recycled materials. You gotta check them out.", "caption": "
EcoStride Sneakers Review! Style & Sustainability. #SustainableFashion #Sneakers #EthicalBrands", "duration": "0:01:25", "creator_type": "fashion_reviewer"}
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{ "primary_category": "fashion", "sub_category": "clothing_review", "intent_type": "buy_something", "actionability_score": 0.65, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["money", "internet_access"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Browse EcoStride sneakers online"}
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The user provided content featuring a pet training tip. The intent is to try it with their pet.
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{ "transcript": "To teach your dog 'stay', start with short durations. Reward heavily when they stay, even for a second, then gradually increase time and distance.", "caption": "
Dog Training: Teach 'Stay'! #PetTraining #DogLife #PositiveReinforcement", "duration": "0:01:15", "creator_type": "dog_trainer"}
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{ "primary_category": "lifestyle", "sub_category": "pet_care_training", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["dog", "dog_treats"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Practice 'stay' command with your dog"}
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The user provided content with a DIY craft project. The intent is to create something.
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{ "transcript": "Learn to make these cute personalized keychains using resin and dried flowers! All you need is resin kit, a mold, and some flowers. Super fun weekend project!", "caption": "
DIY Resin Flower Keychains! #Crafts #DIY #ResinArt", "duration": "0:02:50", "creator_type": "craft_maker"}
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{ "primary_category": "lifestyle", "sub_category": "diy_crafts", "intent_type": "try_once", "actionability_score": 0.75, "estimated_effort": "high", "time_commitment_minutes": 120, "required_resources": ["resin_kit", "silicone_mold", "dried_flowers", "gloves"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Purchase resin supplies and try making a keychain"}
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The user provided content about stretching before bed. The intent is to adopt this habit.
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{ "transcript": "These 5 stretches before bed can dramatically improve your sleep quality. Focus on neck rolls, cat-cow, and gentle hamstring stretches for just 10 minutes.", "caption": "
Sleep Better Tonight! Bedtime stretches. #Stretching #SleepHacks #Wellness", "duration": "0:01:50", "creator_type": "fitness_instructor"}
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{ "primary_category": "fitness", "sub_category": "stretching_routine", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["yoga_mat_optional"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Perform the suggested bedtime stretches tonight"}
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The user provided content reviewing a book. The primary intent for this kind of content is often to save or read the book.
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{ "transcript": "'Atomic Habits' by James Clear completely changed my perspective on habit formation. If you struggle with building good habits, this book is a must-read!", "caption": "
Book Recommendation! Atomic Habits. #BookReview #SelfImprovement #ReadingList", "duration": "0:01:00", "creator_type": "book_reviewer"}
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{ "primary_category": "learning", "sub_category": "book_recommendation", "intent_type": "save_for_later", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["access_to_book", "time_to_read"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Add 'Atomic Habits' to a reading list or buy it"}
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The user provided content with a simple science experiment for kids. The intent is likely to perform the experiment.
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{ "transcript": "Make your own volcano with baking soda and vinegar! Super cool and easy science experiment for kids using household items.", "caption": "
DIY Science Volcano! Fun for kids. #ScienceExperiment #KidsActivities #DIY", "duration": "0:00:40", "creator_type": "parenting_blogger"}
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{ "primary_category": "learning", "sub_category": "science_experiment", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["baking_soda", "vinegar", "bottle", "tray"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Conduct the baking soda volcano experiment"}
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The user provided content discussing different types of coffee brewing. The intent is to learn more about brewing methods and potentially try them.
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{ "transcript": "Ever wonder about the difference between pour-over, French press, and AeroPress? Each method brings out unique flavors from your coffee beans! Let's explore.", "caption": "
Coffee Brewing Methods Explained! #Coffee #BaristaTips #HomeBrew", "duration": "0:02:10", "creator_type": "coffee_expert"}
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{ "primary_category": "lifestyle", "sub_category": "beverage_preparation", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 20, "required_resources": ["coffee_beans", "various_brewing_equipment"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Research one specific coffee brewing method to try"}
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The user provided content presenting a challenging yoga pose. The intent is likely to attempt the pose if applicable, or learn how to do it.
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{ "transcript": "Mastering crow pose takes practice, but here are my top tips for beginners: engage your core, keep your gaze forward, and lean into it! You've got this!", "caption": "
Crow Pose for Beginners! Yoga tutorial. #Yoga #CrowPose #Flexibility", "duration": "0:02:30", "creator_type": "yoga_instructor"}
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{ "primary_category": "fitness", "sub_category": "yoga_tutorial", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "high", "time_commitment_minutes": 15, "required_resources": ["yoga_mat"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Attempt crow pose with the provided tips"}
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The user provided content about simplifying a diet to reduce inflammation. This involves adopting a dietary change.
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{ "transcript": "Cut down on inflammatory foods to feel better! Reduce processed sugars, unhealthy fats, and refined carbs. Focus on whole foods instead.", "caption": "
Anti-Inflammatory Diet Tips! #HealthyEating #Nutrition #Wellness", "duration": "0:01:05", "creator_type": "nutritionist"}
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{ "primary_category": "lifestyle", "sub_category": "nutrition", "intent_type": "build_habit", "actionability_score": 0.85, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["healthy_groceries"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Identify one type of inflammatory food to reduce from diet"}
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The user provided content detailing a specific drawing technique. I need to identify the technique, infer if the user would want to try it, and estimate the effort, actionability, and required resources.
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{ "transcript": "Learn to draw a realistic eye in under 5 minutes! I'll show you how to layer your pencils for depth and use a simple blending stump for smooth skin tones. Anyone can do this, even beginners.", "caption": ""). Realistic Eye Drawing Tutorial! Quick & Easy for Beginners. #ArtTutorial #HowToDraw #PencilArt", "duration": "0:04:30", "creator_type": "art_instructor"}
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{ "primary_category": "learning", "sub_category": "art_technique", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "medium", "time_commitment_minutes": 5, "required_resources": ["pencils", "paper", "blending_stump"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Attempt to draw a realistic eye"}
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The user provided content about gardening tips. I need to identify the tips, infer if the user wants to implement them, and estimate actionability, effort, and commitment.
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{ "transcript": "For lush, green tomatoes, make sure you prune the suckers regularly. This directs energy to fruit production instead of leafy growth. Also, water deeply but less frequently to encourage strong roots.", "caption": ""). Tomato Growing Secrets! Get bigger, juicier tomatoes. #GardeningTips #GrowYourOwn #HomeGarden", "duration": "0:01:20", "creator_type": "gardening_expert"}
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{ "primary_category": "lifestyle", "sub_category": "gardening", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["tomato_plants", "pruning_shears", "watering_can"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Prune tomato suckers and adjust watering schedule"}
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The user provided content discussing personal finance. I need to identify the advice, infer the user's intent to apply it, and assess actionability and commitment.
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{ "transcript": "If you want to start investing, consider dollar-cost averaging. It means investing a fixed amount regularly, regardless of market fluctuations. This reduces risk over time. Research low-cost index funds.", "caption": ""). Beginner Investing Strategy: Dollar-Cost Averaging Explained! #PersonalFinance #InvestingTips #FinancialFreedom", "duration": "0:02:45", "creator_type": "financial_advisor"}
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{ "primary_category": "finance", "sub_category": "investing", "intent_type": "learn_more", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["internet_access", "brokerage_account"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Research low-cost index funds"}
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The user provided content showcasing a funny animal video. I need to classify it as entertainment and non-actionable.
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{ "transcript": "(Sound of cat meowing comically) Oh, Mittens, you silly kitty! Look at him chasing his tail for five minutes straight. He's such a goofball. ", "caption": ""). My cat Mittens is a clown! "). Can't stop laughing. #FunnyCat #CatsofTikTok #PetHumor", "duration": "0:00:40", "creator_type": "pet_owner"}
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{ "primary_category": "entertainment", "sub_category": "animal_humor", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 1.0, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content featuring a beauty hack. I need to identify the hack, infer if the user would want to try it, and estimate the effort and required items.
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{ "transcript": "For perfect winged eyeliner every time, use a piece of tape! Apply it from the corner of your eye towards your temple, then trace your line. Peel off for a sharp wing. It's foolproof!", "caption": ""). Eyeliner Hack! Get the perfect wing every time. #BeautyHack #MakeupTutorial #Eyeliner", "duration": "0:00:50", "creator_type": "beauty_influencer"}
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{ "primary_category": "fashion", "sub_category": "makeup_tutorial", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["eyeliner", "makeup_brush", "adhesive_tape"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Attempt the winged eyeliner hack"}
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The user provided content about a travel destination that requires significant planning. I need to classify the intent as saving for later.
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{ "transcript": "Here's how I planned my backpacking trip through Southeast Asia for under $1000 a month. You need to book flights in advance, stick to hostels, and eat street food. I'll drop my full itinerary guide next week.", "caption": ""). Budget Backpacking SEA! My itinerary & tips. #TravelGuide #BudgetTravel #SoutheastAsia", "duration": "0:03:10", "creator_type": "travel_vlogger"}
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{ "primary_category": "travel", "sub_category": "budget_planning", "intent_type": "save_for_later", "actionability_score": 0.6, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["passport", "savings", "internet_access", "flexible_schedule"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Watch out for the full itinerary guide"}
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The user provided content describing a book recommendation. I need to classify the content, and infer the user's intent to engage with it further.
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{ "transcript": "If you loved 'Atomic Habits,' you need to read 'Tiny Habits' by BJ Fogg. It's a game-changer for building new routines, focusing on really small, achievable steps. Highly recommend!", "caption": ""). Must-Read! 'Tiny Habits' Book Recommendation. #BookReview #SelfImprovement #HabitBuilding", "duration": "0:01:05", "creator_type": "book_reviewer"}
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{ "primary_category": "learning", "sub_category": "book_recommendation", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["internet_access", "money_for_book_purchase", "reading_device"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Look up 'Tiny Habits' by BJ Fogg"}
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The user provided content featuring a home organization hack. I need to identify the hack, infer if the user would want to try it, and estimate the effort and items needed.
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{ "transcript": "Use command hooks to hang your trash bags inside your kitchen cabinets! It frees up floor space and keeps your trash can neatly tucked away. Super easy trick.", "caption": ""). Kitchen Hack! Organize Your Trash Can. #HomeOrganization #KitchenHacks #LifeHack", "duration": "0:00:35", "creator_type": "organizing_expert"}
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{ "primary_category": "lifestyle", "sub_category": "home_organization", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["command_hooks", "kitchen_cabinet"], "confidence": 0.94, "ambiguity_flag": false, "suggested_next_action": "Install command hooks for trash bags in kitchen cabinet"}
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The user provided content describing a mental health tip. I need to identify the tip, infer if the user wants to implement it, and assess actionability and commitment.
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{ "transcript": "Try the 5-4-3-2-1 grounding technique when you feel overwhelmed. Name 5 things you can see, 4 you can touch, 3 you can hear, 2 you can smell, and 1 you can taste. It helps bring you back to the present.", "caption": ""). Grounding Technique for Anxiety! The 5-4-3-2-1 Method. #MentalHealth #AnxietyRelief #Mindfulness", "duration": "0:01:10", "creator_type": "therapist"}
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{ "primary_category": "mental_health", "sub_category": "stress_management", "intent_type": "build_habit", "actionability_score": 0.98, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": [], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Practice the 5-4-3-2-1 grounding technique"}
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The user provided content reviewing a video game. This is typically entertainment.
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{ "transcript": "'Elden Ring' is a masterpiece of open-world design, challenging combat, and intricate lore. If you love dark fantasy and difficult games, this is a must-play. The bosses are just epic!", "caption": ""). Why Elden Ring is a MUST PLAY! My honest review. #EldenRing #Gaming #GameReview", "duration": "0:02:50", "creator_type": "gaming_reviewer"}
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{ "primary_category": "entertainment", "sub_category": "video_game_review", "intent_type": "non_actionable", "actionability_score": 0.2, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["gaming_console", "elden_ring_game"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content demonstrating a home repair hack. I need to identify the repair, infer if the user wants to try it, and estimate the effort and required tools.
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{ "transcript": "Don't call a plumber for a slow drain! Use a mixture of baking soda and vinegar, followed by hot water. Let it sit for 30 minutes, and most clogs will clear right up. It's eco-friendly and cheap.", "caption": ""). DIY Clogged Drain Fix! Save Money with this Trick. #HomeRepair #DIYHome #PlumbingHacks", "duration": "0:01:00", "creator_type": "DIY_expert"}
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{ "primary_category": "lifestyle", "sub_category": "home_repair", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 30, "required_resources": ["baking_soda", "vinegar", "hot_water", "clogged_drain"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Attempt to clear a slow drain with baking soda and vinegar"}
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The user provided content promoting a service. I need to recognize the intent as 'buy something' even if framed as advice.
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{ "transcript": "Are you struggling with blurry photos? My online photography course teaches you everything from composition to editing, transforming your amateur shots into professional masterpieces. Sign up today for early bird discount!", "caption": ""). Master Photography! Enroll in My Online Course. #PhotographyCourse #LearnPhotography #PhotographyTips", "duration": "0:00:45", "creator_type": "online_course_creator"}
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{ "primary_category": "learning", "sub_category": "photography", "intent_type": "buy_something", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access", "camera"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": "Sign up for the online photography course"}
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The user provided content offering a specific type of fitness stretch. I need to identify the stretch, infer if the user would want to try it, and estimate the effort and commitment.
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{ "transcript": "Feeling tight in your hips? Try the pigeon stretch! It's great for flexibility and relieving lower back pain. Hold each side for 30 seconds. Remember to listen to your body.", "caption": ""). Hip Flexibility Stretch: Pigeon Pose Explained! #Stretching #Flexibility #Yoga", "duration": "0:01:15", "creator_type": "yoga_instructor"}
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{ "primary_category": "fitness", "sub_category": "stretching", "intent_type": "try_once", "actionability_score": 0.92, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["yoga_mat"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Perform the pigeon stretch"}
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The user provided content featuring a historical fact or anecdote. This is purely informational.
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{ "transcript": "Did you know that the shortest war in history lasted only 38 to 45 minutes? It was between Britain and Zanzibar on August 27, 1896. Quite astonishing, isn't it?", "caption": ""). History Buff! Shortest War Ever Recorded. #HistoryFacts #DidYouKnow #WorldHistory", "duration": "0:00:58", "creator_type": "history_educator"}
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{ "primary_category": "learning", "sub_category": "history_facts", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content demonstrating a drawing trick or art idea. I need to identify the trick/idea, infer if the user would want to try it, and estimate the effort and resources.
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{ "transcript": "Create stunning abstract art with just acrylics and plastic wrap! Apply paint to your canvas, press plastic wrap on top, and peel it off for amazing textures. So fun and unique!", "caption": ""). Abstract Art Hack! Easy Plastic Wrap Technique. #ArtProject #AbstractPainting #CreativeIdeas", "duration": "0:01:30", "creator_type": "artist"}
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{ "primary_category": "learning", "sub_category": "art_project", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["acrylic_paints", "canvas", "plastic_wrap", "paintbrushes"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Create abstract art using the plastic wrap technique"}
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The user provided content giving career advice. I need to identify the advice, infer if the user would want to implement it, and assess actionability and commitment.
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{ "transcript": "If you're job hunting, always tailor your resume and cover letter for EACH application. Generic applications get ignored. Highlight keywords from the job description to stand out.", "caption": ""). Job Search Tip: Customize Your Resume! #CareerAdvice #JobHunt #ResumeTips", "duration": "0:00:50", "creator_type": "career_coach"}
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{ "primary_category": "productivity", "sub_category": "career_development", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["resume", "computer", "job_description"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Tailor resume and cover letter for next job application"}
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The user provided content about a simple meditation technique. I need to identify the technique, infer if the user wants to implement it, and assess actionability.
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{ "transcript": "Try this one-minute box breathing exercise for instant calm. Inhale for 4, hold for 4, exhale for 4, hold for 4. Repeat four times. Feel your stress melt away.", "caption": ""). Instant Calm! 1-Minute Box Breathing. #Mindfulness #Meditation #StressRelief", "duration": "0:00:59", "creator_type": "mindfulness_coach"}
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{ "primary_category": "mental_health", "sub_category": "mindfulness_technique", "intent_type": "build_habit", "actionability_score": 0.98, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": [], "confidence": 0.96, "ambiguity_flag": false, "suggested_next_action": "Practice the box breathing exercise"}
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The user provided content about an event announcement. I need to classify the intent to encourage checking out the event.
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{ "transcript": "Get ready! The annual Cherry Blossom Festival is happening April 10-17th in Washington D.C.! Expect beautiful blooms, cultural performances, and delicious food trucks. Don't miss out!", "caption": ""). Cherry Blossom Festival DC! Mark Your Calendars. #CherryBlossom #WashingtonDC #Festival", "duration": "0:00:48", "creator_type": "event_organizer"}
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{ "primary_category": "travel", "sub_category": "local_event", "intent_type": "save_for_later", "actionability_score": 0.6, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["transportation_to_dc", "accommodation", "event_tickets_optional"], "confidence": 0.82, "ambiguity_flag": false, "suggested_next_action": "Look up details for the Cherry Blossom Festival in Washington D.C."}
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The user provided content reviewing a fashion product. This promotes purchasing.
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{ "transcript": "These new eco-friendly sneakers are incredibly comfortable and stylish. Made from recycled plastic, they're perfect for everyday wear and a conscious choice for the planet. Available now!", "caption": ""). Sustainable Sneakers Review! Fashion that Cares. #EcoFriendlyFashion #SustainableStyle #NewShoes", "duration": "0:01:05", "creator_type": "fashion_blogger"}
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{ "primary_category": "fashion", "sub_category": "footwear_review", "intent_type": "buy_something", "actionability_score": 0.75, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["money", "internet_access"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Browse eco-friendly sneakers online"}
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The user provided content giving a study tip. I need to identify the tip, infer if the user would want to implement it, and assess actionability and commitment.
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{ "transcript": "Instead of rereading notes, try active recall. After reading a section, close your book and try to remember everything you just learned. This forces your brain to retrieve information more effectively.", "caption": ""). Study Smarter: Active Recall Technique! #StudyHacks #LearningTips #StudentLife", "duration": "0:01:10", "creator_type": "academic_tutor"}
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{ "primary_category": "learning", "sub_category": "study_technique", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["study_materials"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Apply active recall to your study sessions"}
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The user provided content detailing a morning routine. I need to identify the components of the routine, infer the user's intent to adopt parts of it, and estimate the effort and commitment.
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{ "transcript": "My 5 AM routine includes meditation, journaling, and a quick workout. It sets my day up for success. Try adding just one element to your morning this week!", "caption": " issue Start Your Day Right! " + "My energizing morning routine. #MorningRoutine #Productivity #SelfCare", "duration": "0:01:20", "creator_type": "lifestyle_blogger"}
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{ "primary_category": "lifestyle", "sub_category": "morning_routine", "intent_type": "build_habit", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["quiet_space", "journal_and_pen"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Incorporate one element of the morning routine into your own"}
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The user provided content about a gardening tip for succulents. I need to identify the tip, infer if the user would want to implement it, and assess its actionability.
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{ "transcript": "Don't overwater your succulents! They thrive on neglect. Water deeply but infrequently, only when the soil is completely dry. This is key for happy plants.", "caption": " " + " db_layout Plant Parent Hack! How to perfectly water succulents. #SucculentCare #GardeningTips #PlantTips", "duration": "0:00:45", "creator_type": "gardening_enthusiast"}
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{ "primary_category": "lifestyle", "sub_category": "gardening", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["succulents", "watering_can"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Check succulent soil dryness and water if needed"}
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The user provided content featuring a dance tutorial. I need to identify the type of dance, infer the user's intent to learn it, and estimate the effort.
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{ "transcript": "Learn this basic salsa step in under a minute! We'll start with the forward and back. Left foot forward, bring it back, right foot back, bring it forward. Practice slowly.", "caption": " " + " dance A beginner's guide to salsa! Master the basic step. #SalsaDance #DanceTutorial #LearnToDance", "duration": "0:00:58", "creator_type": "dance_instructor"}
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{ "primary_category": "learning", "sub_category": "dance_lesson", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 5, "required_resources": ["open_space"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Practice the basic salsa step"}
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The user provided content discussing a complex historical event. I need to recognize the content as informational and infer the user's intent to learn more.
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{ "transcript": "Did you know the Trojan War might have been caused by an economic dispute over trade routes, not just Helen's abduction? Historians are rethinking ancient myths.", "caption": " " + " bioscience The TRUE reason behind the Trojan War? " + "Fascinating history. #HistoryFacts #AncientGreece #Mythology", "duration": "0:01:10", "creator_type": "history_educator"}
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{ "primary_category": "learning", "sub_category": "history", "intent_type": "learn_more", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["internet_access", "reading_materials"], "confidence": 0.82, "ambiguity_flag": false, "suggested_next_action": "Search for more information on the economic theories of the Trojan War"}
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The user provided content showing various elaborate hair styling techniques. I need to identify the general theme as beauty/fashion and infer if it's for inspiration or immediate action.
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{ "transcript": "Here are five stunning braided hairstyles for long hair. From fishtail to Dutch braids, these are perfect for any occasion. Some might take a bit of practice!", "caption": " " + " dancer Braids Galore! 5 gorgeous styles to try. #HairTutorial #Braids #LongHairStyles", "duration": "0:03:10", "creator_type": "hairstylist"}
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{ "primary_category": "fashion", "sub_category": "hair_styling", "intent_type": "save_for_later", "actionability_score": 0.7, "estimated_effort": "high", "time_commitment_minutes": 20, "required_resources": ["hairbrush", "hairbands", "mirrors", "hair_products"], "confidence": 0.75, "ambiguity_flag": false, "suggested_next_action": "Practice one of the braided hairstyles later"}
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The user provided content explaining a basic financial concept. I need to identify the concept, infer the user's intent to understand it, and estimate actionability.
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{ "transcript": "Understanding compound interest is crucial for wealth building. It's essentially interest on your interest. The earlier you start, the more it grows. Mind-blowing, right?", "caption": " " + " basketball Why Compound Interest is Your Best Friend! #FinanceTips #Investing #WealthBuilding", "duration": "0:01:05", "creator_type": "financial_advisor"}
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{ "primary_category": "finance", "sub_category": "investing_concept", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["internet_access"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Research more about compound interest calculators"}
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The user provided content showcasing beautiful natural landscapes without specific travel guidance. I need to categorize it as inspirational.
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{ "transcript": "Just soaking in these incredible mountain views in Patagonia. The scale, the silence, it's just breathtaking. Absolutely unforgettable.", "caption": " " + " dispatcher Patagonia Dreams! Lost in the beauty. #NatureLover #TravelInspiration #Wanderlust", "duration": "0:00:50", "creator_type": "nature_photographer"}
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{ "primary_category": "travel", "sub_category": "landscape_showcase", "intent_type": "inspiration_only", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["travel_budget", "time_off"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content about a simple DIY home decor project. I need to identify the project, infer the user's intent to try it, and estimate the effort and resources.
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{ "transcript": "Create this stylish geometric wall art using painter's tape and three colors of paint. It's super simple and totally transforms a room. Get creative!", "caption": " " + " bioscience DIY Geometric Wall Art! Easy & modern. #HomeDecor #DIYProjects #WallArt", "duration": "0:02:40", "creator_type": "diy_blogger"}
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{ "primary_category": "lifestyle", "sub_category": "home_decor_diy", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["painter_tape", "paint", "paintbrushes", "wall_space"], "confidence": 0.89, "ambiguity_flag": false, "suggested_next_action": "Gather supplies to create geometric wall art"}
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The user provided content offering advice on stress management. I need to identify the advice, infer if the user would implement it, and assess its actionability.
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{ "transcript": "To combat stress, try diaphragmatic breathing for 5 minutes a day. Inhale deeply into your belly, hold, and exhale slowly. It really calms the nervous system.", "caption": " " + " doctor Breathwork for Stress Relief! Try this today. #MentalHealth #StressManagement #Mindfulness", "duration": "0:01:15", "creator_type": "therapist"}
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{ "primary_category": "mental_health", "sub_category": "stress_management_technique", "intent_type": "build_habit", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["quiet_space"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Practice diaphragmatic breathing for 5 minutes"}
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The user provided content about a fun fact or trivia. I need to recognize it as purely informational and likely not action-oriented.
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{ "transcript": "Did you know a group of flamingos is called a flamboyance? And their pink color comes from the beta-carotene in their diet of brine shrimp and algae!", "caption": " " + " basketball Wild Flamingo Facts! #AnimalFacts #Trivia #Nature", "duration": "0:00:40", "creator_type": "science_communicator"}
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{ "primary_category": "entertainment", "sub_category": "fun_facts", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content offering a specific language learning tip. I need to identify the tip, infer the user's intent to apply it, and assess its actionability.
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{ "transcript": "To truly improve your vocabulary in a new language, focus on common phrases and use them in real sentences every day. Don't just memorize single words.", "caption": " " + " build Language Learning Hack: Learn Phrases, Not Words! #LanguageTips #StudyAbroad #Polyglot", "duration": "0:01:00", "creator_type": "language_coach"}
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{ "primary_category": "learning", "sub_category": "language_learning", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["language_learning_materials"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Incorporate learning common phrases into daily language study"}
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The user provided content featuring a complex baking recipe. I need to identify the recipe, infer the user's intent to bake it, and estimate the effort, time, and resources.
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{ "transcript": "This is my triple-layer chocolate cake with espresso buttercream. It's a bit of work, but totally worth it for special occasions! You'll need dark chocolate, flour, sugar, eggs...", "caption": " " + " draft Cake Masterpiece! Decadent Chocolate Espresso Cake. #Baking #DessertRecipe #SpecialOccasion", "duration": "0:04:30", "creator_type": "pastry_chef"}
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{ "primary_category": "cooking", "sub_category": "baking_recipe", "intent_type": "save_for_later", "actionability_score": 0.65, "estimated_effort": "high", "time_commitment_minutes": 120, "required_resources": ["dark_chocolate", "flour", "sugar", "eggs", "espresso", "baking_pans", "mixer"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Save the recipe for a future special occasion"}
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The user provided content showcasing a fun party game. I need to identify the game and infer if the user would want to try playing it.
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{ "transcript": "Try this hilarious game 'Chubby Bunny' with marshmallows! You stuff as many as you can in your mouth and try to say 'Chubby Bunny'. Get ready to laugh!", "caption": " " + " dumbbell Best Party Game Ever: Chubby Bunny Challenge! #PartyGames #FunnyVideos #Challenge", "duration": "0:00:50", "creator_type": "comedian"}
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{ "primary_category": "entertainment", "sub_category": "party_game", "intent_type": "try_once", "actionability_score": 0.75, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["marshmallows", "friends"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Play 'Chubby Bunny' with friends at a gathering"}
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The user provided content discussing different types of meditation. I need to identify the general topic and infer the user's intent to learn more or try a specific type.
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{ "transcript": "Beyond basic mindfulness, there's loving-kindness meditation, transcendental meditation, and vipassana. Each has unique benefits. Which one resonates with you?", "caption": " " + " bicycle Explore Different Meditation Types! Find your calm. #Meditation #Mindfulness #Spirituality", "duration": "0:01:30", "creator_type": "wellness_guru"}
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{ "primary_category": "mental_health", "sub_category": "meditation_guide", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 20, "required_resources": ["internet_access", "quiet_space"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Research the different types of meditation presented"}
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The user provided content reviewing a popular movie. I need to identify the content as entertainment and non-actionable in a productive sense.
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{ "transcript": "Spider-Man: Across the Spider-Verse is a cinematic masterpiece. The animation is revolutionary, the story is powerful. You absolutely HAVE to see it in theaters!", "caption": " " + " create The Best Movie of the Year! Spider-Verse blew my mind. #MovieReview #SpiderMan #FilmCritique", "duration": "0:01:00", "creator_type": "film_critic"}
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{ "primary_category": "entertainment", "sub_category": "movie_review", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content suggesting a hack for phone battery life. I need to identify the hack, infer the user's intent to try it, and assess actionability.
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{ "transcript": "To save phone battery, disable background app refresh for apps you don't need constantly. It stops apps from draining power when not in use. Big difference!", "caption": " " + " draw Save Your Phone Battery! Simple iPhone/Android hack. #TechTips #BatteryLife #LifeHacks", "duration": "0:00:55", "creator_type": "tech_reviewer"}
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{ "primary_category": "productivity", "sub_category": "tech_optimization", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["smartphone"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Disable background app refresh on your phone"}
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The user provided content describing an investment strategy. I need to identify the strategy, infer the user's intent to learn more, and estimate actionability.
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{ "transcript": "Dollar-cost averaging is a great strategy for volatile markets. Invest a fixed amount regularly, regardless of price, to reduce risk. Consistency is key!", "caption": " " + " drawing Master Dollar-Cost Averaging! Smart investing. #StockMarket #InvestingTips #Finance", "duration": "0:01:10", "creator_type": "financial_analyst"}
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{ "primary_category": "finance", "sub_category": "investment_strategy", "intent_type": "learn_more", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["investment_platform", "funds"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Research dollar-cost averaging in more detail and suitable platforms"}
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The user provided content promoting an online course. I need to identify the product (course) and recognize the primary intent as purchasing/enrolling.
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{ "transcript": "Want to master graphic design? Our comprehensive online course covers Photoshop, Illustrator, and InDesign from beginner to expert. Enroll now for lifetime access!", "caption": " " + " book Master Graphic Design! Sign up for our course today. #GraphicDesign #OnlineLearning #CreativeSkills", "duration": "0:00:45", "creator_type": "course_creator"}
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{ "primary_category": "learning", "sub_category": "graphic_design_course", "intent_type": "buy_something", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["money", "computer", "internet_access"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Visit the course enrollment page"}
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The user provided content showing how to fold clothes more efficiently. I need to identify the hack, infer the user's intent to implement it, and assess actionability.
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{ "transcript": "The KonMari fold for T-shirts saves so much space! Fold sides in, then fold from the bottom up in thirds. It stands upright. Game changer for drawers!", "caption": " " + " check_box KonMari Folding Hack! Maximize your drawer space. #Organization #HomeHacks #Declutter", "duration": "0:00:35", "creator_type": "organizing_expert"}
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{ "primary_category": "lifestyle", "sub_category": "home_organization", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["laundry", "drawer_space"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Try the KonMari fold for T-shirts"}
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The user provided content describing a self-care ritual. I need to identify the ritual, infer the user's intent to try it, and estimate effort and actionability.
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{ "transcript": "End your day with a relaxing aromatherapy bath. Add Epsom salts and lavender oil to warm water. It helps unwind and promotes better sleep.", "caption": " " + " crescent_moon Relaxing Evening Routine! Aromatherapy Bath for better sleep. #SelfCare #Wellness #SleepHack", "duration": "0:01:00", "creator_type": "wellness_influencer"}
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{ "primary_category": "mental_health", "sub_category": "self_care_ritual", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 30, "required_resources": ["bathtub", "Epsom_salts", "lavender_oil", "warm_water"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Prepare an aromatherapy bath"}
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The user provided content showcasing a complex magic trick. I need to recognize it as entertainment, difficult to replicate, and likely non-actionable for most users.
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{ "transcript": "Watch closely as I make this deck of cards vanish right before your eyes! No wires, no mirrors, just pure sleight of hand. The secret is... I can't tell you!", "caption": " " + " cycle Mind-Blowing Card Trick! You won't believe your eyes. #MagicTricks #Illusionist #Cardistry", "duration": "0:00:40", "creator_type": "magician"}
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{ "primary_category": "entertainment", "sub_category": "magic_trick", "intent_type": "non_actionable", "actionability_score": 0.1, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["deck_of_cards", "years_of_practice"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content detailing a morning routine. I need to identify the components of the routine, infer the user's intent to adopt or modify a habit, and assess actionability and commitment.
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{ "transcript": "Start your day right with these three simple habits: drink a glass of water, do 5 minutes of stretching, and write down your top three priorities. It makes a huge difference!", "caption": " issue Our 3-Step Morning Routine for Success! #MorningRoutine #HealthyHabits #ProductivityBoost", "duration": "0:01:10", "creator_type": "lifestyle_blogger"}
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{ "primary_category": "lifestyle", "sub_category": "morning_routine", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["water", "pen", "notebook"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Incorporate the three morning habits into your routine"}
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The user provided content about a craft project. I need to identify the project, infer the user's intent to create it, and estimate the effort, time, and required resources.
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{ "transcript": "Let's make this adorable DIY succulent planter out of old tin cans! All you need is paint, brushes, and a hot glue gun. Super easy and budget-friendly.", "caption": " diy Upcycle Tin Cans into Cute Succulent Planters!
#DIYCrafts #SucculentLove #Upcycle", "duration": "0:03:45", "creator_type": "craft_hobbyist"}
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{ "primary_category": "lifestyle", "sub_category": "diy_crafts", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 45, "required_resources": ["tin_cans", "paint", "paint_brushes", "hot_glue_gun", "succulents"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Gather materials to make a DIY succulent planter"}
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The user provided content explaining a finance concept. I need to identify the concept, infer the user's intent to understand or apply it, and assess actionability.
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{ "transcript": "Understanding compound interest is key to wealth building. It's interest on interest! The earlier you start investing, the more powerful it becomes. Do your research!", "caption": " diff Invest Early: The Magic of Compound Interest! #FinanceTips #Investing #WealthBuilding", "duration": "0:01:05", "creator_type": "financial_advisor"}
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{ "primary_category": "finance", "sub_category": "investing", "intent_type": "learn_more", "actionability_score": 0.6, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["internet_access", "time_for_research"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Research more about compound interest and investment options"}
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The user provided content about a workout product. I need to identify the product and infer the user's intent to purchase it.
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{ "transcript": "My favorite resistance bands are from FlexPro. They are super durable and come in a pack of five different strengths. Perfect for home workouts. Click the link to get yours!", "caption": " workout Must-Have: FlexPro Resistance Bands! #FitnessGear #HomeGym #ResistanceBands", "duration": "0:00:40", "creator_type": "fitness_influencer"}
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{ "primary_category": "fitness", "sub_category": "workout_equipment", "intent_type": "buy_something", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access"], "confidence": 0.96, "ambiguity_flag": false, "suggested_next_action": "Check out FlexPro resistance bands via the provided link"}
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The user provided content demonstrating a makeup tutorial. I need to identify the makeup technique, infer the user's intent to try it, and estimate effort and resources.
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{ "transcript": "Here's how to achieve a natural 'no-makeup' makeup look in under 5 minutes. We'll use a tinted moisturizer, a little concealer, brow gel, and a subtle lip tint. Easy peasy!", "caption": " Get the Glow: 5-Min Natural Makeup Look! #NoMakeupMakeup #BeautyHack #QuickBeauty", "duration": "0:03:10", "creator_type": "makeup_artist"}
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{ "primary_category": "fashion", "sub_category": "makeup_tutorial", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["tinted_moisturizer", "concealer", "brow_gel", "lip_tint", "makeup_brushes"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Try the 5-minute natural makeup look"}
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The user provided content featuring travel advice. I need to determine the type of advice, infer the user's intent to apply it, and assess its actionability.
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{ "transcript": "Always pack a portable charger for your electronics when traveling. It's a lifesaver for long flights or when you're out exploring all day!", "caption": " Travel Tip: Never Forget Your Power Bank!
#TravelHacks #PackingTips #AdventureEssentials", "duration": "0:00:45", "creator_type": "travel_influencer"}
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{ "primary_category": "travel", "sub_category": "travel_tips", "intent_type": "build_habit", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": ["portable_charger"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Ensure you pack a portable charger for your next trip"}
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The user provided content about a book recommendation. I need to identify the book genre, and infer the user's intent to read or explore the book.
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{ "transcript": "'The Midnight Library' by Matt Haig is an absolute must-read. It makes you think about all the possibilities in life. Highly recommend!", "caption": " Book Rec: Dive into The Midnight Library! #Bookworm #MustRead #Fiction", "duration": "0:01:20", "creator_type": "book_reviewer"}
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{ "primary_category": "entertainment", "sub_category": "book_recommendation", "intent_type": "save_for_later", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["book"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Add 'The Midnight Library' to your reading list"}
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The user provided content showing a funny skit. I need to recognize it as entertainment and therefore non-actionable.
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{ "transcript": "(Sound of exaggerated tripping and falling) When you try to be graceful but reality hits. ", "caption": " My life in a nutshell lol #Comedy #FunnyFails #Relatable", "duration": "0:00:15", "creator_type": "comedian"}
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{ "primary_category": "entertainment", "sub_category": "comedy_skit", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.99, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content about a simple DIY cleaning solution. I need to identify the recipe, infer the user's intent to make and use it, and estimate resources.
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{ "transcript": "For a sparkling clean bathroom, mix equal parts white vinegar and dish soap in a spray bottle. It works wonders on grime!", "caption": " DIY Bathroom Cleaner! So effective & cheap. #CleaningHacks #EcoFriendly #HomeTips", "duration": "0:00:50", "creator_type": "home_organizer"}
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{ "primary_category": "lifestyle", "sub_category": "cleaning_hack", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["white_vinegar", "dish_soap", "spray_bottle"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Mix the DIY bathroom cleaner and use it"}
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The user provided content showcasing a dance move tutorial. I need to identify the dance move, infer the user's intent to learn it, and assess effort.
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{ "transcript": "Today we're breaking down the basic shuffle step for beginners. Practice slowly first, then speed it up! You'll get it.", "caption": " Learn the Shuffle Step! Easy Dance Tutorial. #DanceMoves #BeginnerDance #Shuffle", "duration": "0:02:30", "creator_type": "dance_instructor"}
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{ "primary_category": "fitness", "sub_category": "dance_tutorial", "intent_type": "build_habit", "actionability_score": 0.85, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["open_space"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Practice the basic shuffle step"}
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The user provided content reviewing a restaurant. I need to identify the restaurant type and location (if applicable), and infer the user's intent to visit.
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{ "transcript": "You have to try 'The Vegan Bistro' in downtown. Their portobello burger is insane! Great ambiance too.", "caption": " Hidden Gem: The Vegan Bistro! #VeganFood #RestaurantReview #CityEats", "duration": "0:01:00", "creator_type": "food_reviewer"}
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{ "primary_category": "travel", "sub_category": "restaurant_recommendation", "intent_type": "save_for_later", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": ["transportation", "money"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Add 'The Vegan Bistro' to your list of restaurants to try"}
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The user provided content offering advice on coping with anxiety. I need to identify the coping mechanism and infer the user's intent to try or implement it.
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{ "transcript": "When feeling overwhelmed, try the 4-7-8 breathing technique. Breathe in for 4 seconds, hold for 7, exhale for 8. It calms your nervous system instantly.", "caption": " Ease Anxiety with 4-7-8 Breathing! #MentalHealth #AnxietyRelief #Mindfulness", "duration": "0:00:58", "creator_type": "therapist"}
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{ "primary_category": "mental_health", "sub_category": "anxiety_management", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Practice the 4-7-8 breathing technique when feeling anxious"}
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The user provided content featuring a complex recipe that requires special equipment. I need to identify the recipe, infer intent, and note the high resource requirement.
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{ "transcript": "For authentic homemade sourdough bread, you'll need a healthy starter, a Dutch oven, and several hours for proofing. It's a rewarding process!", "caption": " Bake Sourdough from Scratch! Advanced Recipe. #SourdoughBaking #BreadMaking #HomeBaker", "duration": "0:04:10", "creator_type": "artisan_baker"}
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{ "primary_category": "cooking", "sub_category": "baking_recipe", "intent_type": "try_once", "actionability_score": 0.6, "estimated_effort": "high", "time_commitment_minutes": 240, "required_resources": ["sourdough_starter", "flour", "water", "salt", "dutch_oven", "proofing_banneton"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Research sourdough baking more to understand the process and required equipment"}
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The user provided content showcasing fashion outfit ideas. I need to identify the style, infer inspiration intent, and note the non-actionable nature for immediate 'doing'.
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{ "transcript": "Here are 5 ways to style a white button-up shirt for different occasions. From casual to formal, it's a versatile piece!", "caption": " 5 Ways to Style a White Shirt! Fashion Inspo. #StyleTips #WardrobeEssentials #FashionHacks", "duration": "0:02:00", "creator_type": "fashion_stylist"}
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{ "primary_category": "fashion", "sub_category": "outfit_ideas", "intent_type": "inspiration_only", "actionability_score": 0.4, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["white_button_up_shirt", "other_clothing_items"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Experiment with styling a white button-up shirt"}
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The user provided content detailing a stretching routine. I need to identify the routine, infer the user's intent to follow it, and assess effort and time.
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{ "transcript": "This 7-minute full body stretch is perfect for after your workout or just to loosen up. Hold each stretch for 30 seconds.", "caption": " 7-Min Full Body Stretch! Flexibility Boost. #Stretching #Flexibility #Recovery", "duration": "0:07:05", "creator_type": "yoga_instructor"}
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{ "primary_category": "fitness", "sub_category": "stretching_routine", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 7, "required_resources": ["open_space", "comfortable_clothing"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Do the 7-minute full body stretch"}
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The user provided content about a gardening tip. I need to identify the tip, infer the user's intent to apply it, and note resources.
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{ "transcript": "To keep your basil plant thriving, always pinch off the flowers as soon as they appear. This encourages more leaf growth.", "caption": " Gardening Tip: Boost Your Basil! #GardeningHacks #BasilPlant #GreenThumb", "duration": "0:00:40", "creator_type": "gardener"}
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{ "primary_category": "lifestyle", "sub_category": "gardening_tip", "intent_type": "build_habit", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": ["basil_plant"], "confidence": 0.89, "ambiguity_flag": false, "suggested_next_action": "Pinch off flowers from your basil plant"}
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The user provided content recommending a documentary. I need to identify the recommendation, infer the user's intent to watch it.
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{ "transcript": "If you want to understand the impact of social media, you absolutely have to watch 'The Social Dilemma.' It's eye-opening.", "caption": " Watch This: The Social Dilemma! #Documentary #MustWatch #TechImpact", "duration": "0:01:15", "creator_type": "movie_critic"}
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{ "primary_category": "entertainment", "sub_category": "movie_recommendation", "intent_type": "save_for_later", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["streaming_service", "screen"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Add 'The Social Dilemma' to your watch list"}
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The user provided content offering a specific type of language learning tip. I need to identify the tip, infer user's intent to learn, and estimate effort.
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{ "transcript": "To improve your vocabulary in a new language, try labeling objects around your house. It creates visual associations!", "caption": " Language Hack: Label Your World! #LanguageLearning #Polyglot #StudyTips", "duration": "0:00:55", "creator_type": "language_coach"}
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{ "primary_category": "learning", "sub_category": "language_acquisition", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["sticky_notes", "pen"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Label objects in your home with their foreign language names"}
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The user provided content promoting a service disguised as a general life tip. I need to identify the primary 'buy' intent.
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{ "transcript": "Are you feeling overwhelmed by your to-do list? Maybe it's time to delegate. Our virtual assistant service can handle all your admin tasks. Visit our website now!", "caption": " Free Up Your Time! Outsource Admin Tasks. #Productivity #VirtualAssistant #Delegate", "duration": "0:00:35", "creator_type": "service_provider"}
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{ "primary_category": "productivity", "sub_category": "service_promotion", "intent_type": "buy_something", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["money", "internet_access"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": "Visit the virtual assistant service website"}
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The user provided content about a meditation technique. I need to identify the technique, infer intent to practice, and assess commitment.
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{ "transcript": "Try this guided 5-minute mindfulness meditation to reduce stress. Just find a quiet spot and focus on your breath. ", "caption": " Calm Your Mind: 5-Min Guided Meditation. #Mindfulness #Meditation #StressRelief", "duration": "0:05:10", "creator_type": "meditation_teacher"}
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{ "primary_category": "mental_health", "sub_category": "meditation", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["quiet_space"], "confidence": 0.94, "ambiguity_flag": false, "suggested_next_action": "Practice the 5-minute guided meditation"}
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The user provided content presenting a complex coding tutorial. I need to identify the subject, infer the intent to learn, and estimate high effort/time.
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{ "transcript": "In this tutorial, we'll build a basic Python Flask web application from scratch. You'll need Python installed and a code editor. This will take about an hour.", "caption": " Learn Flask: Build a Web App in Python! #PythonProgramming #WebDev #CodingTutorial", "duration": "0:12:30", "creator_type": "software_developer"}
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{ "primary_category": "learning", "sub_category": "programming_tutorial", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "high", "time_commitment_minutes": 60, "required_resources": ["computer", "python_installed", "code_editor", "internet_access"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Set up Python and a code editor, then start the Flask tutorial"}
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The user provided content detailing a morning routine. I need to identify the components of the routine, infer the user's intent to adopt parts of it, and estimate the effort and actionability.
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{ "transcript": "My ideal morning routine starts at 5 AM. I meditate for 10 minutes, journal for 15, then a quick 20-minute workout. It sets my day up perfectly. Try waking up just 15 minutes earlier to start!", "caption": " issuee0f My Productive Morning Routine! Transform your day. #MorningRoutine #Productivity #SelfCare", "duration": "0:01:20", "creator_type": "lifestyle_blogger"}
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{ "primary_category": "lifestyle", "sub_category": "morning_routine", "intent_type": "build_habit", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 45, "required_resources": ["meditation_space", "journal", "pen", "workout_space"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Wake up 15 minutes earlier to incorporate one routine element"}
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The user provided content about a personal finance saving strategy. I need to identify the strategy, infer the user's intent to implement it, and assess its actionability and commitment.
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{ "transcript": "The 50/30/20 budget rule is super simple. 50% for needs, 30% for wants, 20% for savings and debt repayment. Get control of your money! Start tracking your expenses today.", "caption": " issuee0f Master Your Money with the 50/30/20 Rule! #PersonalFinance #Budgeting #SavingTips", "duration": "0:00:45", "creator_type": "financial_advisor"}
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{ "primary_category": "finance", "sub_category": "budgeting", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["bank_statements", "expense_tracker_app"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Track current expenses for a month to categorize income"}
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The user provided content showcasing a dance tutorial. I need to identify the dance type, infer the user's intent to learn or try it, and estimate the effort and time.
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{ "transcript": "Today we're breaking down the basic shuffle step for shuffle dancing. It's just two steps: heel-toe, then step back. Repeat! You'll get it in no time. Practice makes perfect.", "caption": " issuee0f Learn the Shuffle Dance Basic Step! Easy tutorial. #ShuffleDance #DanceTutorial #BeginnerDance", "duration": "0:01:50", "creator_type": "dance_instructor"}
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{ "primary_category": "learning", "sub_category": "dance", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["open_space", "comfortable_shoes"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Practice the basic shuffle step for 15 minutes"}
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The user provided content reviewing a popular book. I need to identify the book, determine if the content inspires reading, and classify the intent.
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{ "transcript": "'Atomic Habits' completely changed my perspective on personal growth. It's full of practical strategies for building good habits and breaking bad ones. Highly recommend this read if you want to improve!", "caption": " issuee0f A Must-Read: Atomic Habits! Game-changer for productivity. #BookReview #SelfImprovement #AtomicHabits", "duration": "0:01:05", "creator_type": "book_reviewer"}
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{ "primary_category": "learning", "sub_category": "book_recommendation", "intent_type": "learn_more", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 360, "required_resources": ["book", "time_to_read"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Look up 'Atomic Habits' and consider purchasing/borrowing"}
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The user provided content showing a funny cat video. I need to classify this as entertainment, which means it's non-actionable.
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{ "transcript": "(Sound of cat meowing comically) Oh, look at Fluffy trying to jump into that box! She always misses. So silly!", "caption": " issuee0f Fluffy vs. The Box - An Epic Battle! #FunnyCats #PetHumor #CatsofInstagram", "duration": "0:00:20", "creator_type": "pet_owner"}
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{ "primary_category": "entertainment", "sub_category": "animal_humor", "intent_type": "non_actionable", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 1.0, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content with a fashion styling tip. I need to identify the tip, infer the user's intent to apply it, and assess its actionability.
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{ "transcript": "The rule of thirds applies to fashion too! To look more put-together, divide your outfit visually into one-third and two-thirds sections. For example, a long top with cropped pants. Try it out!", "caption": " issuee0f Fashion Hack: The Rule of Thirds! Look instantly chic. #FashionTips #StyleGuide #OOTD", "duration": "0:00:50", "creator_type": "fashion_stylist"}
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{ "primary_category": "fashion", "sub_category": "styling_tips", "intent_type": "try_once", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["clothing_items", "mirror"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Experiment with outfit proportions using the rule of thirds"}
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The user provided content discussing a complex psychological concept. I need to classify this as learning, and the intent as wanting to understand more.
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{ "transcript": "Cognitive dissonance is when you hold conflicting beliefs, values, or attitudes. This mental discomfort can motivate you to change one of your conflicting elements. It's a fascinating concept.", "caption": " issuee0f Understanding Cognitive Dissonance #PsychologyFacts #Mindfulness #LearnSomethingNew", "duration": "0:01:10", "creator_type": "psychologist"}
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{ "primary_category": "learning", "sub_category": "psychology", "intent_type": "learn_more", "actionability_score": 0.6, "estimated_effort": "medium", "time_commitment_minutes": 20, "required_resources": ["internet_access_for_research"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Read more about cognitive dissonance"}
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The user provided content for a meditation exercise. I need to identify it as a mental health practice and the intent to try or adopt it.
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{ "transcript": "Find a comfortable seated position. Close your eyes gently. Focus on your breath, inhaling deeply, exhaling slowly. Let go of any tension. This is a 5-minute mindfulness exercise.", "caption": " issuee0f Quick 5-Minute Mindfulness Meditation #MentalHealth #Mindfulness #Meditation", "duration": "0:05:05", "creator_type": "meditation_guide"}
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{ "primary_category": "mental_health", "sub_category": "meditation", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["quiet_space"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": "Do the 5-minute mindfulness meditation"}
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The user provided content about gardening, specifically growing herbs. I need to identify the specific task, infer the user's intent to start this project, and estimate effort and resources.
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{ "transcript": "Growing your own basil is super rewarding and easy! You just need a sunny spot, good drainage, and regular watering. Pinch off leaves from the top to encourage bushier growth. Happy planting!", "caption": " issuee0f Grow Your Own Basil! Fresh herbs made simple. #Gardening #HerbGarden #DIY", "duration": "0:01:30", "creator_type": "gardening_enthusiast"}
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{ "primary_category": "lifestyle", "sub_category": "gardening", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["basil_seeds_or_plant", "pot", "soil", "sunny_spot", "water"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Purchase basil seeds/plant and necessary supplies"}
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The user provided content with a complex DIY home improvement project. I need to assess the high effort and numerous resources, making it suitable for 'save for later' or 'inspiration_only'.
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{ "transcript": "Watch me transform this old dresser into a farmhouse-style beauty! It involves sanding, priming, painting, and adding new hardware. Definitely a weekend project, but so worth it!", "caption": " issuee0f DIY Dresser Flip! Farmhouse style upgrade. #HomeRenovation #DIYProjects #FurnitureRestoration", "duration": "0:04:30", "creator_type": "DIY_expert"}
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{ "primary_category": "lifestyle", "sub_category": "home_improvement", "intent_type": "save_for_later", "actionability_score": 0.5, "estimated_effort": "high", "time_commitment_minutes": 240, "required_resources": ["old_dresser", "sandpaper", "primer", "paint", "paintbrushes", "new_hardware", "screwdriver"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Gather tools and materials for a future weekend project"}
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The user provided content demonstrating a core coding concept. I need to classify this as learning and identify the intent as learning a new skill.
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{ "transcript": "Let's dive into Python dictionaries! They're used to store data values in key:value pairs. Here's a quick example: `my_dict = {'name': 'Alice', 'age': 30}`. Super useful for structured data.", "caption": " issuee0f Python Dictionaries Explained! Essential for coding. #Python #Coding #ProgrammingTips", "duration": "0:02:10", "creator_type": "programmer"}
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{ "primary_category": "learning", "sub_category": "programming", "intent_type": "learn_more", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["computer", "Python_environment"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Open a Python interpreter and experiment with dictionaries"}
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The user provided content discussing different types of teas and their benefits. This is primarily informational but could inspire purchasing.
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{ "transcript": "Did you know green tea is packed with antioxidants, while chamomile is great for relaxation? Choosing the right tea can significantly impact your day. Explore different types to find your perfect match.", "caption": " issuee0f Tea Benefits Explained! Find Your Perfect Brew. #TeaLover #HealthyDrinks #WellnessTips", "duration": "0:01:15", "creator_type": "wellness_coach"}
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{ "primary_category": "lifestyle", "sub_category": "health_drinks", "intent_type": "learn_more", "actionability_score": 0.65, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": [], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Research different tea types and their health benefits"}
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The user provided content about managing anxiety, focusing on a specific coping mechanism. This is a mental health strategy.
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{ "transcript": "When you feel overwhelmed, try the 4-7-8 breathing technique. Inhale for 4, hold for 7, exhale for 8. Repeat a few times. It helps calm your nervous system. You can do this anywhere.", "caption": " issuee0f Combat Anxiety with 4-7-8 Breathing! Instant calm. #AnxietyRelief #BreathingTechniques #StressLess", "duration": "0:00:58", "creator_type": "therapist"}
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{ "primary_category": "mental_health", "sub_category": "stress_management", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": [], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Perform the 4-7-8 breathing exercise"}
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The user provided content explaining a fundamental scientific concept. The intent is purely educational.
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{ "transcript": "Gravity is the force that attracts any objects with mass. The more mass an object has, the stronger its gravitational pull. That's why we're all stuck to Earth!", "caption": " issuee0f Understanding Gravity in Under 60 Secs! #ScienceFacts #Physics #LearnAboutSpace", "duration": "0:00:40", "creator_type": "science_communicator"}
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{ "primary_category": "learning", "sub_category": "science", "intent_type": "learn_more", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.99, "ambiguity_flag": false, "suggested_next_action": null}
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The user provided content showcasing a complex, decorative baking technique. This leans towards inspiration or 'save for later' due to complexity.
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{ "transcript": "Look at this beautiful mirror glaze! It's tricky to get right, involving precise temperatures and pouring techniques, but the result is stunning. A showstopper for any dessert.", "caption": " issuee0f Perfect Mirror Glaze Tutorial! Next-level baking. #BakingTips #DessertGoals #MirrorGlaze", "duration": "0:03:10", "creator_type": "baking_chef"}
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{ "primary_category": "cooking", "sub_category": "baking_decoration", "intent_type": "save_for_later", "actionability_score": 0.4, "estimated_effort": "high", "time_commitment_minutes": 90, "required_resources": ["ingredients_for_glaze", "thermometer", "cake", "stand", "offset_spatula"], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": "Research mirror glaze recipes and required tools"}
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The user provided content reviewing a skin care product. The primary intent is 'buy something', even if disguised as advice.
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{ "transcript": "This Vitamin C serum transformed my skin! It faded dark spots and gave me a glow. I've linked my favorite one in my bio. You need this for brighter skin!", "caption": " issuee0f Get Glowing Skin with Vitamin C Serum! Product link in bio. #Skincare #BeautyRoutine #VitaminC", "duration": "0:00:45", "creator_type": "beauty_influencer"}
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{ "primary_category": "fashion", "sub_category": "skincare", "intent_type": "buy_something", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Click the product link in bio to explore the serum"}
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The user provided content demonstrating a yoga pose. This is a fitness activity.
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{ "transcript": "Let's try Downward-Facing Dog. Hands shoulder-width apart, feet hip-width apart. Push your hips up and back. Feel that stretch! Hold for a few breaths.", "caption": " issuee0f Yoga Tutorial: Downward Dog! Master this foundational pose. #Yoga #Fitness #Stretch", "duration": "0:01:00", "creator_type": "yoga_instructor"}
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{ "primary_category": "fitness", "sub_category": "yoga", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["yoga_mat", "open_space"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Practice the Downward-Facing Dog pose"}
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π€ smolified-reelize
Intelligence, Distilled.
This is a synthetic training corpus generated by the Smolify Foundry.
It was used to train the corresponding model thehappbaloney/smolified-reelize.
π¦ Asset Details
- Origin: Smolify Foundry (Job ID:
ed305b11) - Records: 5984
- Type: Synthetic Instruction Tuning Data
βοΈ License & Ownership
This dataset is a sovereign asset owned by thehappbaloney. Generated via Smolify.ai.
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