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The user provided content describing a mental health coping mechanism. I need to identify the technique and assess if the user would intend to try or build a habit around it.
{ "transcript": "Feeling overwhelmed? Try the 4-7-8 breathing technique. Inhale for 4 seconds, hold for 7, exhale for 8. Do this a few times, and feel the calm wash over you.", "caption": " Calm your anxiety instantly with 4-7-8 breathing! #MentalWellness #BreathingExercises #StressRelief", "duration": "0:00:35", "...
{ "primary_category": "mental_health", "sub_category": "stress_relief", "intent_type": "build_habit", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": [], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": "Practice 4-7-8 breathing ...
The user provided content showcasing a fun, non-skill-based DIY craft. I need to identify it as entertainment/inspiration and recognize it's likely non-actionable due to context.
{ "transcript": "Look at this crazy craft! We turned an old tire into a giant flower pot. So many steps, definitely a weekend project, but totally worth it for the garden aesthetics!", "caption": " DIY giant tire planter! Follow for more insane garden projects. #DIYCrafts #GardenDecor #Upcycling", "duration": "0:02:...
{ "primary_category": "lifestyle", "sub_category": "diy_craft", "intent_type": "inspiration_only", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": 240, "required_resources": ["old_tire", "paint", "soil", "plants", "tools"], "confidence": 0.7, "ambiguity_flag": false, "sugges...
The user provided content discussing an investment strategy. I need to determine the strategy and infer the user's intent to learn or research it further.
{ "transcript": "Dividend investing can create a steady stream of passive income. Research companies with consistent dividend payouts and a history of growth. It's a long-term play for financial stability.", "caption": " Unlock Passive Income! Dive into Dividend Investing. #FinanceTips #Investing #WealthBuilding", "...
{ "primary_category": "finance", "sub_category": "investment_strategy", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 90, "required_resources": ["research_tools", "capital_to_invest"], "confidence": 0.87, "ambiguity_flag": false, "suggested_n...
The user provided content about a workout product for glutes. I need to identify it as a product advertisement and set the intent as purchasing.
{ "transcript": "Sculpt your glutes anywhere with our new resistance bands! They come in three different strengths and a handy travel pouch. Perfect for home workouts or gym sessions. Get yours now!", "caption": " Build Your Dream Booty! Shop Resistance Bands. #FitnessGear #ResistanceBands #BootyWorkout", "durat...
{ "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": 0.97, "ambiguity_flag": false, "suggested_next_action": "...
The user provided content demonstrating a life hack or clever tip. I need to identify the tip and infer if the user would want to try it.
{ "transcript": "Tired of struggling to open those tough plastic packages? Just use a can opener! It cuts through them like butter. Seriously, try it, it's a game changer!", "caption": " The ultimate plastic package opening hack! You need to see this. #LifeHacks #HouseholdTips #DIY", "duration": "0:00:28", "creator...
{ "primary_category": "lifestyle", "sub_category": "household_tip", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": ["can_opener", "tough_plastic_package"], "confidence": 0.94, "ambiguity_flag": false, "suggested_next_action...
The user provided content about a challenging new hobby. I need to identify the hobby and determine if the content is primarily inspirational or provides actionable steps.
{ "transcript": "I finally started learning to play the ukulele! It's challenging but so rewarding. The first chord, C major, is super easy. Just put your finger on the third fret of the A string. You can do it!", "caption": " Starting my ukulele journey! My first chord! #Ukulele #NewHobby #LearnMusic", "duration": ...
{ "primary_category": "learning", "sub_category": "musical_instrument", "intent_type": "learn_more", "actionability_score": 0.65, "estimated_effort": "high", "time_commitment_minutes": 30, "required_resources": ["ukulele", "internet_access"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action...
The user provided content showing a short, entertaining prank. This content is solely for amusement.
{ "transcript": "(Sound of person sneaking up on another person, then a loud 'BOO!') Gotcha! Their reaction was priceless, totally worth the scare!", "caption": " Best prank ever! Their face at the end. #PrankWar #FunnyVideos #JustForLaughs", "duration": "0:00:15", "creator_type": "comedian"}
{ "primary_category": "entertainment", "sub_category": "prank_video", "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}
The user provided content about healthy breakfast meal prep. I need to identify the recipe idea, the user's intent to try it or adopt it, and the associated resources.
{ "transcript": "These overnight oats are a lifesaver for busy mornings. Just combine rolled oats, chia seeds, milk, and your favorite fruit. Make a batch on Sunday, and you've got breakfast for days!", "caption": " Healthy Overnight Oats Meal Prep! Grab & Go Breakfast. #MealPrep #HealthyBreakfast #EasyRecipes", "du...
{ "primary_category": "cooking", "sub_category": "meal_prep", "intent_type": "build_habit", "actionability_score": 0.88, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["rolled_oats", "chia_seeds", "milk", "fruit", "containers"], "confidence": 0.9, "ambiguity_flag": false, "su...
The user provided content presenting a complex financial concept. I need to determine if it's actionable for general users, or purely educational/inspirational.
{ "transcript": "Understanding cryptocurrency mining can be complicated, but at its core, it's about validating transactions and adding them to the blockchain. Requires powerful hardware and significant electricity.", "caption": " How Crypto Mining Actually Works! Explained simply. #Cryptocurrency #Blockchain #Financ...
{ "primary_category": "finance", "sub_category": "cryptocurrency", "intent_type": "learn_more", "actionability_score": 0.4, "estimated_effort": "high", "time_commitment_minutes": 120, "required_resources": ["high_end_computer", "electricity", "technical_knowledge"], "confidence": 0.75, "ambiguity_flag": false,...
The user provided content demonstrating a quick stretching routine. I need to identify the routine and the implied user intent to try it.
{ "transcript": "If you've been sitting all day, try this quick shoulder and neck stretch. Interlace your fingers behind your head, gently pull your elbows forward. Hold for 30 seconds. Feel that release!", "caption": " Desk Job Rescue! Quick shoulder & neck stretch. #Stretching #OfficeHealth #PainRelief", "duration...
{ "primary_category": "fitness", "sub_category": "stretching", "intent_type": "try_once", "actionability_score": 0.98, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": [], "confidence": 0.96, "ambiguity_flag": false, "suggested_next_action": "Perform the shoulder and neck stretch...
The user provided content recommending a popular movie. This content is purely for entertainment purposes.
{ "transcript": "You HAVE to see the new superhero movie! The special effects were incredible, and the plot twist? Didn't see it coming! Go watch it this weekend!", "caption": " The must-watch movie of the year! You won't regret it. #MovieRecommendation #FilmReview #WhatToWatch", "duration": "0:01:00", "creator_typ...
{ "primary_category": "entertainment", "sub_category": "movie_review", "intent_type": "inspiration_only", "actionability_score": 0.5, "estimated_effort": "low", "time_commitment_minutes": 120, "required_resources": ["movie_ticket", "streaming_subscription"], "confidence": 0.85, "ambiguity_flag": false, "sugge...
The user provided content teaching a cooking technique. I need to identify the technique, the user's intent to learn or practice it, and any resources.
{ "transcript": "Mastering the perfect risotto is all about patience and constantly stirring. Add warm broth one ladle at a time until it's absorbed. That's the secret to creamy perfection.", "caption": " Risotto Masterclass: The Secret to Creamy Risotto! #CookingTips #RisottoRecipe #ChefHacks", "duration": "0:01:30...
{ "primary_category": "cooking", "sub_category": "cooking_technique", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 40, "required_resources": ["rice", "broth", "pan", "ladle"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_acti...
The user provided content describing a unique architectural spot. This is for travel inspiration.
{ "transcript": "The Sagrada Familia in Barcelona is an architectural marvel. Gaudi's vision is unlike anything you've ever seen. Still under construction after a century, it's a testament to dedication.", "caption": " Barcelona's Jewel: Sagrada Familia. A must-see! #Barcelona #SagradaFamilia #TravelInspiration", "d...
{ "primary_category": "travel", "sub_category": "landmark_showcase", "intent_type": "inspiration_only", "actionability_score": 0.25, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["passport", "flight_to_barcelona"], "confidence": 0.8, "ambiguity_flag": false, "suggested_ne...
The user provided content promoting a cleaning product. I need to identify the product and infer a purchasing intent.
{ "transcript": "This multi-surface cleaner handles grease, grime, and even tough stains! It's eco-friendly and smells amazing. Say goodbye to clutter with just one spray. Link in bio to purchase!", "caption": " The ONLY Cleaner You Need! All-in-one Eco-Friendly. #CleaningHacks #HomeCare #EcoFriendly", "duration": "...
{ "primary_category": "lifestyle", "sub_category": "cleaning_product", "intent_type": "buy_something", "actionability_score": 0.75, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action":...
The user provided content describing a coding tutorial. I need to determine the coding skill being taught and the user's intent to learn or practice it.
{ "transcript": "Learn Python's basic syntax in just 5 minutes! We'll cover variables, print statements, and simple data types. Perfect for absolute beginners. Fire up your IDE!", "caption": " Python Basics in 5 Minutes! Start Coding Today. #PythonTutorial #LearnToCode #Programming", "duration": "0:04:59", "creator...
{ "primary_category": "learning", "sub_category": "coding_tutorial", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["computer", "text_editor"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Follow t...
The user provided content about a workout routine. I need to identify the workout type, infer the user's intent to potentially try it, and estimate the effort and actionability.
{ "transcript": "Alright everyone, today we're doing a 10-minute HIIT circuit. No equipment needed, just your bodyweight. We're gonna do burpees, mountain climbers, and jumping jacks, 30 seconds on, 15 seconds rest. Follow along with me!", "caption": "".Quick 10-Min HIIT Workout! Perfect for small spaces. #HIIT #NoEq...
{ "primary_category": "fitness", "sub_category": "workout_routine", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 10, "required_resources": ["workout_space", "comfortable_clothing"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_...
The user provided content describing a recipe. I need to determine the type of recipe, infer the user's intent to cook it, and estimate the effort, time, and required resources.
{ "transcript": "This is my famous 5-ingredient creamy tomato pasta. You only need pasta, canned tomatoes, heavy cream, garlic, and basil. Super easy, ready in under 20 minutes! Let's get cooking.", "caption": "".Easiest Creamy Tomato Pasta! Dinner in 20 Mins. #PastaRecipe #QuickDinner #EasyMeals", "duration": "0:02...
{ "primary_category": "cooking", "sub_category": "main_dish_recipe", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 20, "required_resources": ["pasta", "canned_tomatoes", "heavy_cream", "garlic", "basil", "cooking_pot"], "confidence": 0.9, "ambigui...
The user provided content offering a productivity tip. I need to identify the tip, infer if the user would want to implement it, and assess its actionability and commitment.
{ "transcript": "To stop procrastinating, try the 'two-minute rule.' If a task takes less than two minutes, do it immediately. This builds momentum and reduces mental friction. Give it a shot today!", "caption": "".The 2-Minute Rule for Productivity! #ProductivityHacks #BeatProcrastination #LifeTips", "duration": "0...
{ "primary_category": "productivity", "sub_category": "time_management", "intent_type": "build_habit", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Apply the two-minute rule...
The user provided content reviewing a travel destination. I need to identify the destination, the nature of the content (inspirational vs. planning), and the most likely user intent.
{ "transcript": "You have to see the Northern Lights in Iceland! It was truly a once-in-a-lifetime experience. The vibrant colors danced across the sky... definitely add this to your bucket list!", "caption": "".Iceland's Northern Lights! A dream come true. #TravelIceland #AuroraBorealis #BucketList", "duration": "0...
{ "primary_category": "travel", "sub_category": "destination_showcase", "intent_type": "inspiration_only", "actionability_score": 0.3, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["passport", "flight_tickets", "accommodation"], "confidence": 0.8, "ambiguity_flag": false, ...
The user provided content promoting a specific product. I need to identify the product, and recognize the primary user intent as purchasing.
{ "transcript": "This new smart blender is a game-changer! It has 10 pre-set programs, self-cleans, and connects to your phone for custom recipes. Get yours now at 20% off for a limited time! Link in bio.", "caption": "".Elevate Your Smoothies! Shop the SmartBlend Pro today! #SmartBlender #KitchenTech #Sale", "durat...
{ "primary_category": "lifestyle", "sub_category": "kitchen_appliance", "intent_type": "buy_something", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action":...
The user provided content demonstrating a simple DIY craft. I need to identify the craft, the user's potential intent to recreate it, and assess actionability.
{ "transcript": "Learn how to make these adorable miniature succulent planters from old tin cans! It's a fun weekend project and a great way to recycle. You'll need tin cans, paint, soil, and mini succulents.", "caption": "".DIY Mini Succulent Planters! ".Recycle & Create. #DIYCrafts #Succulents #Upcycling", "durati...
{ "primary_category": "lifestyle", "sub_category": "diy_craft", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["tin_cans", "paint", "soil", "mini_succulents", "paintbrushes"], "confidence": 0.92, "ambiguity_flag": false...
The user provided content explaining a historical event. I need to determine the subject, the content type, and the likely intent (learning).
{ "transcript": "Today, let's dive into the fascinating history of the Silk Road, how it shaped ancient civilizations, and its impact on trade and culture. This route connected the East and West for centuries.", "caption": "".The History of the Silk Road: A Global Connection. #HistoryFacts #AncientWorld #Education", ...
{ "primary_category": "learning", "sub_category": "history", "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 information on the ...
The user provided content detailing a morning routine. I need to identify the routine, and infer if the user would want to adopt elements of it, considering it as a habit.
{ "transcript": "My simple 5 AM morning routine to boost productivity: I start with meditation, then a quick journal, followed by a protein-rich breakfast. This sets me up for a successful day!", "caption": "".My 5 AM Routine! Maximize Your Mornings. #MorningRoutine #ProductivityBoost #Wellness", "duration": "0:02:3...
{ "primary_category": "lifestyle", "sub_category": "daily_routine", "intent_type": "build_habit", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["quiet_space", "journal", "pen", "breakfast_ingredients"], "confidence": 0.88, "ambiguity_flag": fal...
The user provided content reviewing a book. I need to determine the subject of the book and the user's intent related to reading or saving the recommendation.
{ "transcript": "This novel, 'The Midnight Library,' by Matt Haig, explores choices and regret. It's a thought-provoking read that really makes you reflect on life. Highly recommend picking it up!", "caption": "".Book Review: The Midnight Library. A must-read! #BookRecommendations #Fiction #Reading", "duration": "0:...
{ "primary_category": "entertainment", "sub_category": "book_review", "intent_type": "save_for_later", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["book_retailer_access", "time_to_read"], "confidence": 0.9, "ambiguity_flag": false, "suggested_nex...
The user provided content about a financial saving strategy. I need to identify the strategy, and infer if the user wants to implement it.
{ "transcript": "Here's how I save hundreds every month using the 50/30/20 budget rule: 50% needs, 30% wants, 20% savings. It's simple and effective for financial stability. Start tracking your expenses!", "caption": "".Master Your Money! 50/30/20 Budget Explained. #PersonalFinance #BudgetingTips #SaveMoney", "durat...
{ "primary_category": "finance", "sub_category": "budgeting", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["budget_tracking_tool", "income_source"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_act...
The user provided content demonstrating a makeup tutorial. I need to identify the style, and infer the user's intent to replicate it.
{ "transcript": "Let's create a natural, glowy summer makeup look! I'm using a tinted moisturizer, a cream blush, and a little bit of highlighter. Perfect for everyday wear.", "caption": "".Summer Glow Makeup Tutorial! Effortless Beauty. #MakeupTutorial #NaturalLook #BeautyTips", "duration": "0:04:30", "creator_typ...
{ "primary_category": "fashion", "sub_category": "makeup_tutorial", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["tinted_moisturizer", "cream_blush", "highlighter", "makeup_brushes"], "confidence": 0.89, "ambiguity_f...
The user provided content about a gardening tip. I need to identify the tip and determine if the user might try to apply it.
{ "transcript": "Want more basil? Don't just pick leaves! Learn how to pinch back your basil plant correctly to encourage bushier growth and a continuous harvest. It's super simple.", "caption": "".Grow Bushier Basil! Simple Pinching Technique. #GardeningTips #Herbs #GreenThumb", "duration": "0:01:20", "creator_typ...
{ "primary_category": "lifestyle", "sub_category": "gardening", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["basil_plant", "garden_shears_or_fingers"], "confidence": 0.94, "ambiguity_flag": false, "suggested_next_action...
The user provided content about a relaxation technique. I need to identify the technique and the potential user intent to practice it for mental health.
{ "transcript": "Try this simple box breathing exercise to reduce stress and calm your mind. Inhale for 4, hold for 4, exhale for 4, hold for 4. Repeat for five minutes. Instant calm.", "caption": "".Box Breathing for Instant Stress Relief! #MentalHealth #Mindfulness #StressRelief", "duration": "0:01:00", "creator_...
{ "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": ["quiet_space"], "confidence": 0.97, "ambiguity_flag": false, "suggested_next_action": "Practice...
The user provided content discussing a current news topic or social issue. I need to classify it as learning and low actionability.
{ "transcript": "Today's deep dive is into the effects of climate change on ocean ecosystems, focusing on coral bleaching and rising sea levels. It's a critical issue facing our planet.", "caption": "".Understanding Climate Change's Ocean Impact. #EnvironmentalScience #ClimateCrisis #Learn", "duration": "0:05:30", ...
{ "primary_category": "learning", "sub_category": "environmental_science", "intent_type": "learn_more", "actionability_score": 0.05, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Research organizatio...
The user provided content showcasing a fun, purely entertaining pet video. I need to mark it as non-actionable entertainment.
{ "transcript": "Watch my dog Buster try to catch his own tail! He spins and spins, gets super dizzy, and then falls over. It's hilarious every time!", "caption": "".Buster the Dog vs. His Tail! ".LOL! #FunnyDogs #PetHumor #CuteAnimals", "duration": "0:00:45", "creator_type": "pet_owner"}
{ "primary_category": "entertainment", "sub_category": "pet_humor", "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}
The user provided content suggesting a movie or TV show. I need to classify it as entertainment and imply saving the recommendation.
{ "transcript": "If you haven't seen 'Dune: Part Two' yet, you absolutely need to! The visuals are stunning, and the story is gripping. Definitely go watch it on the biggest screen possible.", "caption": "".Dune: Part Two - A Cinematic Masterpiece! #MovieRecommendations #SciFi #MustWatch", "duration": "0:01:15", "c...
{ "primary_category": "entertainment", "sub_category": "movie_recommendation", "intent_type": "save_for_later", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["streaming_service_subscription", "time_to_watch"], "confidence": 0.9, "ambiguity_flag": fa...
The user provided content describing how to fix a common tech issue. I need to identify the problem and the solution, inferring the user's intent to follow the instructions.
{ "transcript": "Is your Wi-Fi slow? Try restarting your router first. If that doesn't work, check for firmware updates and position it centrally. Simple steps to boost your internet speed.", "caption": "".Fix Slow Wi-Fi! Troubleshooting Tips. #TechTips #HomeInternet #TechSupport", "duration": "0:01:50", "creator_t...
{ "primary_category": "lifestyle", "sub_category": "tech_troubleshooting", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["wifi_router", "internet_access"], "confidence": 0.96, "ambiguity_flag": false, "suggested_next_ac...
The user provided content offering a healthy snack idea. I need to identify the snack and infer the user's potential intent to make it.
{ "transcript": "For a healthy and quick snack, blend a banana, some spinach, almond milk, and a scoop of protein powder for an energizing green smoothie. It's delicious and packed with nutrients!", "caption": "".Quick Green Smoothie! Healthy Snack Idea. #HealthyRecipes #Smoothie #Nutrition", "duration": "0:00:50", ...
{ "primary_category": "cooking", "sub_category": "snack_recipe", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["banana", "spinach", "almond_milk", "protein_powder", "blender"], "confidence": 0.93, "ambiguity_flag": false, ...
The user provided content about a workout plan. I need to determine the workout plan, and if the user might follow it regularly.
{ "transcript": "I've been doing this full-body strength routine three times a week for muscle growth. It involves squats, deadlifts, bench press, and overhead press. Remember to warm up properly!", "caption": "".My Full-Body Strength Training Plan! #FitnessGoals #Weightlifting #GymRoutine", "duration": "0:03:00", ...
{ "primary_category": "fitness", "sub_category": "workout_plan", "intent_type": "build_habit", "actionability_score": 0.7, "estimated_effort": "high", "time_commitment_minutes": 60, "required_resources": ["gym_membership", "weights", "proper_form_knowledge"], "confidence": 0.85, "ambiguity_flag": false, "sugg...
The user provided content explaining a scientific concept. I need to identify the concept and classify it as learning, with low actionability.
{ "transcript": "Let's explore quantum entanglement: when two particles become linked, sharing the same fate even when separated by vast distances. It's a mind-bending concept from quantum physics.", "caption": "".Demystifying Quantum Entanglement! #ScienceExplained #QuantumPhysics #Learning", "duration": "0:04:00",...
{ "primary_category": "learning", "sub_category": "physics", "intent_type": "learn_more", "actionability_score": 0.0, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Read more about quantum physics"}
The user provided content detailing a specific drawing technique. I need to identify the technique, infer the user's intent to learn or practice it, and estimate effort and actionability.
{ "transcript": "Learn how to draw realistic eyes with just three pencils! I'll show you the shading techniques and proportions to make them pop. Grab your paper and pencils, let's start sketching!", "caption": " tipDraw Realistic Eyes Easy Tutorial! #DrawingTutorial #ArtSkills #Sketching", "duration": "0:05:30", ...
{ "primary_category": "learning", "sub_category": "drawing_lesson", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 20, "required_resources": ["paper", "pencils_3x", "eraser"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action":...
The user provided content about decluttering. I need to determine the specific decluttering method, infer if the user would want to apply it, and assess its actionability and commitment.
{ "transcript": "The 20/20 rule for decluttering: If you can replace an item for under $20 and it takes less than 20 minutes to do so, let it go! Don't let clutter hold you back. Try it in your closet.", "caption": " Declutter your life with the 20/20 rule! #Declutter #OrganizationTips #Minimalism", "duration": "...
{ "primary_category": "lifestyle", "sub_category": "home_organization", "intent_type": "build_habit", "actionability_score": 0.88, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": [], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Apply the 20/20 rule to a...
The user provided content featuring a yoga sequence. I need to identify the yoga style, infer the user's intent to practice it, and estimate the effort, time, and resources.
{ "transcript": "Start your day with this calming 15-minute morning yoga flow. We'll move through cat-cow, downward dog, and warrior poses to awaken your body and mind. No prior experience needed.", "caption": " Peaceful Morning Yoga Flow! #Yoga #MorningRoutine #Stretch", "duration": "0:14:45", "creator_type": "...
{ "primary_category": "fitness", "sub_category": "yoga_routine", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["yoga_mat", "comfortable_clothing"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action":...
The user provided content giving financial advice on saving. I need to identify the advice, infer if the user would want to implement it, and assess its actionability.
{ "transcript": "Want to save money without thinking? Set up automated transfers from your checking to your savings account right after payday. Even small amounts add up over time. Future you will thank you!", "caption": " Automate Your Savings! #PersonalFinance #SavingMoney #WealthBuilding", "duration": "0:00:45",...
{ "primary_category": "finance", "sub_category": "saving_strategy", "intent_type": "build_habit", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["bank_account", "internet_banking_access"], "confidence": 0.9, "ambiguity_flag": false, "suggested_nex...
The user provided content about a historical fact. I need to determine the primary intent as learning.
{ "transcript": "Did you know that Cleopatra was actually Greek, not Egyptian? Her family, the Ptolemaic dynasty, ruled Egypt for nearly 300 years after Alexander the Great. Fascinating history!", "caption": " Cleopatra: Not Egyptian? #HistoryFacts #AncientEgypt #FunFacts", "duration": "0:00:50", "creator_type":...
{ "primary_category": "learning", "sub_category": "history_fact", "intent_type": "learn_more", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.8, "ambiguity_flag": false, "suggested_next_action": null}
The user provided content showing a DIY craft project. I need to identify the project, infer the user's intent to replicate it, and estimate resources and effort.
{ "transcript": "Make this adorable DIY succulent planter using old soda cans! All you need is some paint, a can opener, and a few small succulents. Perfect for beginners and looks great on any desk.", "caption": " Upcycle old cans into cute succulent planters! #DIYCrafts #Succulents #HomeDecor", "duration": "0:0...
{ "primary_category": "lifestyle", "sub_category": "DIY_craft", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 45, "required_resources": ["soda_cans_2x", "acrylic_paint", "paintbrushes", "can_opener", "small_succulents", "potting_soil"], "confiden...
The user provided content describing a book recommendation. I need to determine the genre, the book's purpose (learning/entertainment), and the user's likely intent.
{ "transcript": "If you want to understand behavioral economics, you NEED to read 'Thinking, Fast and Slow' by Daniel Kahneman. It's a dense read but incredibly insightful. Changed how I see decisions.", "caption": " Must-Read for Behavioral Economics! #BookRecommendation #Psychology #LearnSomethingNew", "duratio...
{ "primary_category": "learning", "sub_category": "book_recommendation", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["the_book"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": "Obtain and r...
The user provided content showcasing a complex, inspiring makeup look. I need to identify the content as inspirational rather than instructional.
{ "transcript": "This dramatic gothic look was created using 15 different shades and took me three hours. It's not for everyday, but for when you want to make a statement! Product list in bio.", "caption": " Gothic Glamour Look! #DramaticMakeup #ArtisticMakeup #MakeupInspo", "duration": "0:02:40", "creator_type...
{ "primary_category": "fashion", "sub_category": "makeup_artistry", "intent_type": "inspiration_only", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["extensive_makeup_collection", "professional_skills"], "confidence": 0.8, "ambiguity_flag": fals...
The user provided content with a tip for better sleep. I need to extract the tip, infer user intent to improve sleep, and assess actionability.
{ "transcript": "For better sleep, dim your lights and avoid screens an hour before bed. Blue light interferes with melatonin production. Try reading a physical book instead. Your sleep hygiene will thank you.", "caption": " Improve Your Sleep Tonight! #SleepTips #Wellness #HealthyHabits", "duration": "0:00:58", ...
{ "primary_category": "mental_health", "sub_category": "sleep_hygiene", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 60, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Dim lights and avoid scree...
The user provided content about a unique cultural food. I need to determine the primary intent to learn more or perhaps try finding it, recognizing it's not a direct cooking instruction.
{ "transcript": "Have you ever tried Taiwanese beef noodle soup? It's a rich, savory broth with tender beef and chewy noodles. A comfort food masterpiece! You have to seek it out if you're ever in Taipei.", "caption": " Taiwanese Beef Noodle Soup: A Culinary Delight! #Foodie #Taiwan #ComfortFood", "duration": "0:...
{ "primary_category": "travel", "sub_category": "local_cuisine_showcase", "intent_type": "save_for_later", "actionability_score": 0.5, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["travel_to_taiwan"], "confidence": 0.75, "ambiguity_flag": false, "suggested_next_action": ...
The user provided content describing an investment opportunity. I need to identify it as 'buy_something' due to the implicit call to invest.
{ "transcript": "Consider diversifying your portfolio with low-cost index funds. They offer broad market exposure and historically outperform most actively managed funds over the long term. Start with an S&P 500 index fund today!", "caption": " Invest Smart: Index Funds Explained #Investing #FinancialFreedom #ETFs...
{ "primary_category": "finance", "sub_category": "investment_strategy", "intent_type": "buy_something", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["brokerage_account", "money_to_invest", "internet_access"], "confidence": 0.88, "ambiguity_flag...
The user provided content demonstrating a specific programming snippet. I need to identify the programming topic, infer intent to try it, and assess actionability.
{ "transcript": "Quick Python tip: Use f-strings for easy and readable string formatting. Just put an 'f' before the opening quote and you can embed variables directly with curly braces. So clean!", "caption": " Python F-strings Hack! #Python #CodingTips #Programming", "duration": "0:00:40", "creator_type": "dev...
{ "primary_category": "learning", "sub_category": "programming_tip", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["computer", "python_interpreter"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": ...
The user provided content showcasing a fun, non-educational social media trend. I need to identify it as purely entertainment.
{ "transcript": "Watch me attempt this viral dance challenge! My dog even tried to join in. Absolute chaos but so much fun. Can you do it better?", "caption": " Dance Challenge Fail! #ViralChallenge #FunnyDog #Dance", "duration": "0:00:25", "creator_type": "content_creator"}
{ "primary_category": "entertainment", "sub_category": "social_media_challenge", "intent_type": "non_actionable", "actionability_score": 0.05, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": null}
The user provided content about making a specific type of coffee drink. I need to identify the recipe, infer the user's intent to try it, and estimate the effort and required items.
{ "transcript": "Elevate your coffee with this easy iced latte recipe. You'll need espresso, milk of choice, ice, and a touch of vanilla syrup. It's a perfect pick-me-up for a hot day!", "caption": " Iced Vanilla Latte At Home! #CoffeeRecipe #DIYCoffee #BaristaAtHome", "duration": "0:01:20", "creator_type": "foo...
{ "primary_category": "cooking", "sub_category": "beverage_recipe", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["espresso_machine_or_strong_coffee", "milk", "ice", "vanilla_syrup", "glass"], "confidence": 0.89, "ambiguit...
The user provided content sharing tips for plant care. I need to extract the advice, infer if the user would want to implement it, and assess actionability.
{ "transcript": "Overwatering is the number one killer of houseplants. Always check the soil moisture with your finger before watering. If the top inch is dry, it's time to water!", "caption": " Houseplant Care Tip: Stop Overwatering! #PlantCare #Gardening #GreenThumb", "duration": "0:00:48", "creator_type": "ga...
{ "primary_category": "lifestyle", "sub_category": "plant_care", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": ["houseplant"], "confidence": 0.91, "ambiguity_flag": false, "suggested_next_action": "Check soil moisture o...
The user provided content presenting a challenging artistic project requiring advanced skills. I need to classify this as more aspirational than immediately actionable.
{ "transcript": "Today I'm sculpting a full-scale dragon from polymer clay. This project will take me weeks and requires advanced armatures and intricate detailing. Wish me luck!", "caption": " Epic Dragon Sculpture Project! #PolymerClay #Sculpture #ArtChallenge", "duration": "0:03:00", "creator_type": "profess...
{ "primary_category": "lifestyle", "sub_category": "art_project", "intent_type": "inspiration_only", "actionability_score": 0.15, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["polymer_clay", "sculpting_tools", "armature_wire", "oven", "advanced_art_skills"], "confidence": ...
The user provided content with tips for writing a good resume. I need to identify the tips, infer the user's intent to apply them, and assess actionability.
{ "transcript": "Boost your resume by using action verbs instead of passive language. Instead of 'Responsible for managing,' try 'Managed a team of 10.' Quantify achievements whenever possible. Get hired faster!", "caption": " Resume Hacks for Job Seekers! #JobSearch #CareerTips #Resume", "duration": "0:01:00", ...
{ "primary_category": "productivity", "sub_category": "career_development", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["current_resume", "computer"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_act...
The user provided content describing a beautiful and aspirational travel location. I need to classify the intent as inspirational.
{ "transcript": "Imagine waking up to these views in the Maldives! Overwater bungalows, crystal clear water, and endless sunshine. Pure paradise. Definitely adding this to my future travel list.", "caption": " Dream Destination: Maldives! #Maldives #LuxuryTravel #VacationGoals", "duration": "0:01:10", "creator_...
{ "primary_category": "travel", "sub_category": "luxury_destination_showcase", "intent_type": "inspiration_only", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["significant_funds", "passport"], "confidence": 0.78, "ambiguity_flag": false, "sugg...
The user provided content about a basic car maintenance task. I need to identify the task, infer the user's intent to perform it, and estimate effort and tools.
{ "transcript": "Learn how to check your car's tire pressure! It's super simple and keeps you safe. You just need a tire gauge. Do it once a month for optimal performance and fuel efficiency.", "caption": " Easy Car Maintenance: Tire Pressure Check! #CarCare #DIYAuto #SafetyTips", "duration": "0:01:40", "creato...
{ "primary_category": "lifestyle", "sub_category": "car_maintenance", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["tire_pressure_gauge", "car"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "...
The user provided content comparing two software tools. I need to classify this as primarily information gathering to 'learn more'.
{ "transcript": "Trying to decide between Notion and Asana for project management? Notion is great for custom databases and personal use, while Asana excels in team collaboration and task tracking. Choose based on your primary need!", "caption": " Notion vs. Asana: Which is right for you? #ProductivityTools #Proje...
{ "primary_category": "productivity", "sub_category": "software_review", "intent_type": "learn_more", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["computer", "internet_access"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_ac...
The user provided content detailing a specific exercise technique. I need to identify the exercise, infer the user's intent to learn or improve, and estimate the actionability and effort.
{ "transcript": "Today, we're mastering the perfect deadlift form. Remember, neutral spine, hips back, and lift with your legs, not your back. Practice with light weights first!", "caption": " issue Mastering the Deadlift! Form breakdown for beginners. #Deadlift #WeightliftingTips #GymForm", "duration": "0:03:10", ...
{ "primary_category": "fitness", "sub_category": "weight_training_technique", "intent_type": "learn_more", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 15, "required_resources": ["barbell_or_dumbbells", "gym_access_or_home_weights"], "confidence": 0.92, "ambiguity_flag":...
The user provided content offering a specific study tip. I need to identify the tip, infer the user's potential to apply it, and assess its actionability and commitment.
{ "transcript": "The Feynman Technique is a powerful way to truly understand a topic. Teach it to someone else (or an imaginary someone!). If you struggle, that's where your knowledge gaps are.", "caption": " issue Boost Your Learning! Try the Feynman Technique. #StudyHacks #LearnFaster #FeynmanTechnique", "duration...
{ "primary_category": "learning", "sub_category": "study_technique", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 30, "required_resources": ["topic_to_learn", "pen_and_paper_or_whiteboard"], "confidence": 0.88, "ambiguity_flag": false, "sug...
The user provided content showcasing a healthy meal prep idea. I need to identify the meal, infer the user's intent to prepare it, and estimate the effort, time, and resources.
{ "transcript": "Meal prep is easy with these Mason Jar Salads! Layer your dressing, then hard veggies, greens on top. Stays fresh for days! Perfect for lunches.", "caption": " issue Healthy Mason Jar Salads for Lunch! Meal prep done right. #MealPrep #HealthyEating #QuickLunches", "duration": "0:02:00", "creator_ty...
{ "primary_category": "cooking", "sub_category": "meal_prep_idea", "intent_type": "try_once", "actionability_score": 0.8, "estimated_effort": "medium", "time_commitment_minutes": 45, "required_resources": ["mason_jars", "salad_ingredients", "dressing"], "confidence": 0.85, "ambiguity_flag": false, "suggested_...
The user provided content sharing financial advice on saving money. I need to identify the advice, infer the user's intent to implement it, and assess actionability.
{ "transcript": "The 50/30/20 budget rule is super simple. 50% needs, 30% wants, 20% savings. Automate your savings! Your future self will thank you.", "caption": " issue Budget Like a Pro! 50/30/20 Rule Explained. #PersonalFinance #SavingMoney #Budgeting", "duration": "0:01:05", "creator_type": "financial_advisor"...
{ "primary_category": "finance", "sub_category": "budgeting_strategy", "intent_type": "build_habit", "actionability_score": 0.85, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["income_statement", "banking_app"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_...
The user provided content showcasing a visually appealing travel destination with inspiring rhetoric. I need to classify it as inspiration rather than actionable planning.
{ "transcript": "Witness the breathtaking autumn foliage in Vermont! The mountains become a canvas of red, orange, and gold. Plan your fall trip now, it's magical.", "caption": " issue Vermont Fall Foliage is Unforgettable! #AutumnVibes #TravelUSA #ScenicRoute", "duration": "0:00:45", "creator_type": "travel_influe...
{ "primary_category": "travel", "sub_category": "seasonal_destination", "intent_type": "inspiration_only", "actionability_score": 0.4, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["transportation", "accommodation", "time_off_work"], "confidence": 0.75, "ambiguity_flag": f...
The user provided content featuring a beauty hack or tip. I need to identify the tip, infer the user's intent to try it, and assess actionability and resources.
{ "transcript": "Got dark circles? Try this caffeine eye serum hack! Coffee grounds, almond oil, mix. Apply gently for a week, you'll see a difference!", "caption": " issue DIY Caffeine Eye Serum! Reduce dark circles naturally. #BeautyHack #DIYSkincare #DarkCircles", "duration": "0:01:10", "creator_type": "beauty_b...
{ "primary_category": "lifestyle", "sub_category": "beauty_tip", "intent_type": "try_once", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["coffee_grounds", "almond_oil", "small_container"], "confidence": 0.85, "ambiguity_flag": false, "suggested_ne...
The user provided content showcasing a complex craft project. I need to determine if it's genuinely actionable or more for inspiration due to its complexity and required materials.
{ "transcript": "For this intricate resin art piece, you'll need multiple layers of epoxy resin, specific pigments, and a UV lamp. It's a true labor of love.", "caption": " issue Advanced Resin Art Tutorial! Create your masterpiece. #ResinArt #DIYCrafts #ArtProject", "duration": "0:04:30", "creator_type": "art_inst...
{ "primary_category": "lifestyle", "sub_category": "craft_project", "intent_type": "save_for_later", "actionability_score": 0.5, "estimated_effort": "high", "time_commitment_minutes": 180, "required_resources": ["epoxy_resin", "pigments", "uv_lamp", "safety_equipment", "dedicated_workspace"], "confidence": 0.7,...
The user provided content discussing a popular book or literature, aiming to encourage reading or discussion. I need to classify this as entertainment or learning, and infer intent.
{ "transcript": "'Project Hail Mary' by Andy Weir is an absolute sci-fi masterpiece. If you love science, humor, and a thrilling plot, you have to read this book!", "caption": " issue Must-Read Sci-Fi Book! Project Hail Mary Review. #BookRecommendation #ScienceFiction #Reading", "duration": "0:01:00", "creator_type...
{ "primary_category": "entertainment", "sub_category": "book_recommendation", "intent_type": "learn_more", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": ["book_or_e_reader"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "...
The user provided content presenting a quick stretching routine for desk workers. I need to identify the routine, infer the intent to try it, and estimate effort.
{ "transcript": "Stuck at your desk all day? Try these 3 simple stretches: neck rolls, shoulder shrugs, and seated spinal twists. Do them every hour!", "caption": " issue Desk Stretches for Posture! Stay flexible while you work. #Stretching #OfficeHealth #Ergonomics", "duration": "0:00:50", "creator_type": "physiot...
{ "primary_category": "fitness", "sub_category": "stretching_routine", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": ["chair"], "confidence": 0.93, "ambiguity_flag": false, "suggested_next_action": "Perform desk stretch...
The user provided content showcasing a historical fact or general knowledge. I need to classify this as pure learning/entertainment, with limited direct actionability.
{ "transcript": "Did you know that sloths can hold their breath longer than dolphins? They can hold it for up to 40 minutes underwater! Nature is wild.", "caption": " issue Fascinating Sloth Facts! You won't believe it. #AnimalFacts #DidYouKnow #NatureIsWild", "duration": "0:00:25", "creator_type": "science_communi...
{ "primary_category": "learning", "sub_category": "general_knowledge", "intent_type": "non_actionable", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": [], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action": null}
The user provided content detailing how to make a specific coffee drink at home. I need to identify the recipe, infer intent, and estimate effort and resources.
{ "transcript": "Level up your morning with an Iced Matcha Latte! You'll need matcha powder, hot water, milk, and ice. Whisk the matcha until frothy, then combine.", "caption": " issue Perfect Iced Matcha Latte at Home! #MatchaRecipe #CoffeeLover #DIYDrinks", "duration": "0:01:30", "creator_type": "barista"}
{ "primary_category": "cooking", "sub_category": "drink_recipe", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["matcha_powder", "hot_water", "milk", "ice", "whisk"], "confidence": 0.9, "ambiguity_flag": false, "suggested...
The user provided content describing a self-care or mental wellness technique. I need to identify the technique, infer intent to try it, and assess actionability.
{ "transcript": "Feeling overwhelmed? Try a 'brain dump.' Grab a pen and paper, and write down every thought, worry, or task on your mind until nothing's left. It's incredibly freeing.", "caption": " issue Clear Your Mind with a Brain Dump! #MentalHealth #StressRelief #SelfCare", "duration": "0:00:40", "creator_typ...
{ "primary_category": "mental_health", "sub_category": "stress_management_technique", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["pen", "paper"], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": ...
The user provided content recommending a tool or app for productivity. I need to identify the recommendation, and infer the user's intent to download or use it.
{ "transcript": "I found this incredible app, 'FocusFlow,' that uses the Pomodoro Technique and blocks distractions. It's a game-changer for deep work sessions! Check it out.", "caption": " issue Boost Your Focus! My Favorite Productivity App. #ProductivityTools #FocusApp #Pomodoro", "duration": "0:01:15", "creator...
{ "primary_category": "productivity", "sub_category": "app_recommendation", "intent_type": "learn_more", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["smartphone_or_computer", "internet_access"], "confidence": 0.88, "ambiguity_flag": false, "sugg...
The user provided content showing a fashion styling tip. I need to identify the tip, infer the user's intent to replicate it, and assess actionability and resources.
{ "transcript": "Elevate any outfit with a French tuck! Just tuck in the front of your shirt, leaving the back out. It makes you look instantly more chic and put-together.", "caption": " issue The Secret to Looking Chic: The French Tuck! #FashionHacks #StylingTips #EffortlessStyle", "duration": "0:00:35", "creator_...
{ "primary_category": "fashion", "sub_category": "styling_tip", "intent_type": "try_once", "actionability_score": 0.98, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": ["shirt", "pants_or_skirt"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Apply the F...
The user provided content for a general dance tutorial. I need to classify this under entertainment or fitness, infer intent to learn/participate, and assess effort.
{ "transcript": "Let's learn the basic steps of Salsa! Follow my lead for the forward and back step, then the side step. Practice makes perfect, come on!", "caption": " issue Salsa Dance Tutorial for Beginners! #SalsaDance #DanceLesson #LearnToDance", "duration": "0:02:45", "creator_type": "dance_instructor"}
{ "primary_category": "entertainment", "sub_category": "dance_tutorial", "intent_type": "learn_more", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 10, "required_resources": ["open_space"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_action": "Practice ...
The user provided content promoting a product related to home organization. I need to identify the product, and infer the user's intent to purchase it.
{ "transcript": "My pantry was a mess until I got these stackable airtight containers. They keep everything fresh and so organized. You need these for your kitchen! Link in bio.", "caption": " issue Pantry Organization Must-Haves! Stackable containers that actually work. #HomeOrganization #KitchenStorage #Declutter",...
{ "primary_category": "lifestyle", "sub_category": "home_organization_product", "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_...
The user provided content featuring a philosophical thought or reflection. I need to classify this as purely informational or inspirational, with no direct action.
{ "transcript": "Is true happiness really about pursuing pleasure, or is it about finding meaning and purpose in your life? Something to ponder today.", "caption": " issue Deep Thoughts: What is True Happiness? #Philosophy #SelfReflection #LifeQuestions", "duration": "0:00:30", "creator_type": "philosopher_content_...
{ "primary_category": "mental_health", "sub_category": "philosophical_reflection", "intent_type": "non_actionable", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": null}
The user provided content giving a quick photography tip. I need to identify the tip, infer the intent to try it, and assess actionability and resources.
{ "transcript": "For better golden hour photos, shoot with the sun behind your subject to get that beautiful rim lighting and avoid harsh shadows on their face. Try it!", "caption": " issue Golden Hour Photography Hack! #PhotographyTips #GoldenHour #MobilePhotography", "duration": "0:00:40", "creator_type": "photog...
{ "primary_category": "learning", "sub_category": "photography_technique", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["camera_or_smartphone", "natural_light_source_during_golden_hour"], "confidence": 0.92, "ambiguity_...
The user provided content with a science experiment that can be done at home. I need to identify the experiment, infer the user's intent to try it, and list resources.
{ "transcript": "Make a DIY lava lamp with just vegetable oil, water, food coloring, and an Alka-Seltzer tablet. Super cool science fun for kids!", "caption": " issue DIY Lava Lamp Experiment! Fun Science at Home. #ScienceForKids #DIYExperiments #STEM", "duration": "0:01:50", "creator_type": "science_educator"}
{ "primary_category": "learning", "sub_category": "science_experiment", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["clear_bottle", "vegetable_oil", "water", "food_coloring", "alka_seltzer_tablet"], "confidence": 0.95, ...
The user provided content reviewing a video game. This is typically entertainment-focused with limited direct actionability other than potentially buying the game.
{ "transcript": "'Elden Ring' is a brutal but beautiful open-world RPG. The boss fights are insanely hard, but the exploration is unmatched. If you're up for a challenge, it's a must-play.", "caption": " issue Elden Ring Review: A Masterpiece of Challenge. #Gaming #EldenRing #RPG", "duration": "0:02:10", "creator_t...
{ "primary_category": "entertainment", "sub_category": "video_game_review", "intent_type": "learn_more", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["gaming_console_or_pc", "money_to_buy_game"], "confidence": 0.85, "ambiguity_flag": false, "sugg...
The user provided content giving a quick tip for gardening or plant care. I need to identify the tip, infer the user's intent to apply it, and assess actionability and resources.
{ "transcript": "Propagating succulents is super easy! Just snip a leaf, let it callous for a few days, then place it on soil. New roots and pups will grow!", "caption": " issue Easy Succulent Propagation! Grow more plants from leaves. #PlantCare #Succulents #GardeningTips", "duration": "0:00:55", "creator_type": "...
{ "primary_category": "lifestyle", "sub_category": "gardening_tip", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["succulent_plant", "clippers", "potting_soil", "small_pot"], "confidence": 0.93, "ambiguity_flag": false, ...
The user provided content about a workout routine. I need to identify the workout type, infer the user's intent to potentially try it, and estimate the effort and actionability.
{ "transcript": "Alright everyone, today we're doing a 10-minute HIIT circuit. No equipment needed, just your bodyweight. We're gonna do burpees, mountain climbers, and jumping jacks, 30 seconds on, 15 seconds rest. Follow along with me!", "caption": "".ud83d.udcaa Quick 10-Min HIIT Workout! Perfect for small spaces....
{ "primary_category": "fitness", "sub_category": "workout_routine", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 10, "required_resources": ["workout_space", "comfortable_clothing"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_...
The user provided content describing a recipe. I need to determine the type of recipe, infer the user's intent to cook it, and estimate the effort, time, and required resources.
{ "transcript": "This is my famous 5-ingredient creamy tomato pasta. You only need pasta, canned tomatoes, heavy cream, garlic, and basil. Super easy, ready in under 20 minutes! Let's get cooking.", "caption": "".ud83c.udf5d Easiest Creamy Tomato Pasta! Dinner in 20 Mins. #PastaRecipe #QuickDinner #EasyMeals", "dura...
{ "primary_category": "cooking", "sub_category": "main_dish_recipe", "intent_type": "try_once", "actionability_score": 0.85, "estimated_effort": "low", "time_commitment_minutes": 20, "required_resources": ["pasta", "canned_tomatoes", "heavy_cream", "garlic", "basil", "cooking_pot"], "confidence": 0.9, "ambigui...
The user provided content offering a productivity tip. I need to identify the tip, infer if the user would want to implement it, and assess its actionability and commitment.
{ "transcript": "To stop procrastinating, try the 'two-minute rule.' If a task takes less than two minutes, do it immediately. This builds momentum and reduces mental friction. Give it a shot today!", "caption": "".u2705 The 2-Minute Rule for Productivity! #ProductivityHacks #BeatProcrastination #LifeTips", "duratio...
{ "primary_category": "productivity", "sub_category": "time_management", "intent_type": "build_habit", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 2, "required_resources": [], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Apply the two-minute rule...
The user provided content reviewing a travel destination. I need to identify the destination, the nature of the content (inspirational vs. planning), and the most likely user intent.
{ "transcript": "You have to see the Northern Lights in Iceland! It was truly a once-in-a-lifetime experience. The vibrant colors danced across the sky... definitely add this to your bucket list!", "caption": "".u2728 Iceland's Northern Lights! A dream come true. #TravelIceland #AuroraBorealis #BucketList", "duratio...
{ "primary_category": "travel", "sub_category": "destination_showcase", "intent_type": "inspiration_only", "actionability_score": 0.3, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["passport", "flight_tickets", "accommodation"], "confidence": 0.8, "ambiguity_flag": false, ...
The user provided content promoting a specific product. I need to identify the product, and recognize the primary user intent as purchasing.
{ "transcript": "This new smart blender is a game-changer! It has 10 pre-set programs, self-cleans, and connects to your phone for custom recipes. Get yours now at 20% off for a limited time! Link in bio.", "caption": "".ud83c.udf2a.ufe0f Elevate Your Smoothies! Shop the SmartBlend Pro today! #SmartBlender #KitchenTe...
{ "primary_category": "lifestyle", "sub_category": "kitchen_appliance", "intent_type": "buy_something", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["money", "internet_access"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action":...
The user provided content showcasing a complex craft project. I need to identify the craft, estimate effort and resources, and determine if it's primarily for learning or saving.
{ "transcript": "Today, I'll show you how to build this intricate wooden model ship. This project requires advanced carving skills and specialized tools. It took me about 60 hours. I'll cover the hull construction in this part.", "caption": "".ud83c.udfa2 DIY Wooden Model Ship! Part 1: The Hull. #WoodCarving #Advance...
{ "primary_category": "learning", "sub_category": "crafting_skill", "intent_type": "save_for_later", "actionability_score": 0.2, "estimated_effort": "high", "time_commitment_minutes": 3600, "required_resources": ["specialized_wood_carving_tools", "specific_wood_types", "advanced_dexterity"], "confidence": 0.85,...
The user provided content sharing a money-saving tip. I need to identify the tip, infer user intent to implement it, and assess its practical application.
{ "transcript": "Did you know you can save hundreds by meal prepping? I plan my meals for the week every Sunday. It reduces impulse buys and food waste. Give it a try for financial freedom!", "caption": "".ud83e.udd61 Save Money with Meal Prep! #MoneyHacks #MealPrep #FrugalLiving", "duration": "0:01:10", "creator_t...
{ "primary_category": "finance", "sub_category": "budgeting", "intent_type": "build_habit", "actionability_score": 0.9, "estimated_effort": "medium", "time_commitment_minutes": 60, "required_resources": ["groceries", "meal_containers"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Pla...
The user provided content reviewing a popular movie or series. I need to determine that this is purely entertainment.
{ "transcript": "OMG, 'Squid Game' season 2 just dropped, and it's even crazier than the first! The plot twists are insane. You absolutely have to binge-watch it this weekend! No spoilers!", "caption": "".ud83d.ude21 Squid Game Season 2! Mind Blown! #SquidGame #Netflix #MustWatch", "duration": "0:00:45", "creator_t...
{ "primary_category": "entertainment", "sub_category": "tv_series_review", "intent_type": "non_actionable", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": ["streaming_service"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_action":...
The user provided content detailing a morning routine. I need to identify components of the routine, and infer user intent to adopt elements of it.
{ "transcript": "My perfect morning routine starts with 10 minutes of meditation, then a quick journal entry, and finally a healthy smoothie. This sets me up for a productive day. Try incorporating one element!", "caption": "".ud83c.udf05 Morning Routine for Success! #Wellness #MorningVibes #ProductiveDay", "duratio...
{ "primary_category": "mental_health", "sub_category": "daily_routine", "intent_type": "build_habit", "actionability_score": 0.7, "estimated_effort": "medium", "time_commitment_minutes": 20, "required_resources": ["quiet_space", "journal", "pen", "blender", "smoothie_ingredients"], "confidence": 0.88, "ambigui...
The user provided content explaining a complex concept. I need to identify the concept and determine the user's intent to learn more about it.
{ "transcript": "Let's break down quantum entanglement. It's when two particles are linked, no matter the distance. Measuring one instantly affects the other. It's a cornerstone of quantum mechanics.", "caption": "".ud83e.uddd0 Quantum Entanglement Explained Simply! #Science #Physics #Learning", "duration": "0:04:15...
{ "primary_category": "learning", "sub_category": "science_explanation", "intent_type": "learn_more", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": [], "confidence": 0.92, "ambiguity_flag": false, "suggested_next_action": "Research more about quantu...
The user provided content about a quick hair styling tutorial. I need to identify the style, the effort, and the user's potential intent to replicate it.
{ "transcript": "Achieve this messy bun in under 60 seconds! All you need is a hair tie and some bobby pins. Twist, loop, and secure! Perfect for busy mornings.", "caption": "".ud83d.udc87 Quick Messy Bun Tutorial! ".ud83d.udc81.ud83c.udffc.u200d.u2640.ufe0f #Hairstyle #EasyHair #BeautyHacks", "duration": "0:00:48",...
{ "primary_category": "fashion", "sub_category": "hair_styling", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 1, "required_resources": ["hair_tie", "bobby_pins"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Attempt the...
The user provided content promoting a luxury watch. I need to classify it as a product advertisement and infer the purchase intent.
{ "transcript": "Presenting the new 'Cosmos' automatic timepiece. Crafted with sapphire glass and a 316L stainless steel case. It's an investment, a statement. Limited stock available. Get yours today.", "caption": "".ud83d.ud watches. The 'Cosmos' Watch: Timeless Elegance. #LuxuryWatch #InvestmentPiece #MensFashion"...
{ "primary_category": "fashion", "sub_category": "accessories", "intent_type": "buy_something", "actionability_score": 0.6, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["significant_money", "internet_access"], "confidence": 0.98, "ambiguity_flag": false, "suggested_next_act...
The user provided content showing a short dance tutorial. I need to identify the dance style and determine the user's intent to learn a few moves.
{ "transcript": "Learn these 3 easy TikTok dance moves in under a minute! Step-by-step breakdown. Practice with me! It's super fun.", "caption": "".ud83d.udc83 Easy TikTok Dance! #DanceChallenge #LearnToDance #Fun", "duration": "0:00:58", "creator_type": "dancer"}
{ "primary_category": "entertainment", "sub_category": "dance_tutorial", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": ["open_space"], "confidence": 0.9, "ambiguity_flag": false, "suggested_next_action": "Practice the TikT...
The user provided content about a healthy snack idea. I need to identify the snack, its ingredients, and the user's intent to prepare it.
{ "transcript": "Try these 3-ingredient no-bake energy bites! Just oats, peanut butter, and honey. Mix, roll, and chill. Perfect for a quick boost.", "caption": "".ud83e.udd61 Healthy Energy Bites! #SnackIdeas #NoBake #HealthyRecipes", "duration": "0:01:05", "creator_type": "nutritionist"}
{ "primary_category": "cooking", "sub_category": "snack_recipe", "intent_type": "try_once", "actionability_score": 0.95, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["oats", "peanut_butter", "honey", "mixing_bowl", "refrigerator"], "confidence": 0.93, "ambiguity_flag": false...
The user provided content sharing tips for planting a houseplant. I need to classify this as learning and identify required resources.
{ "transcript": "New plant parent? Here's how to properly repot your houseplant. Choose a pot 1-2 inches larger, use fresh potting mix, and water thoroughly after repotting.", "caption": "".ud83c.udf31 Houseplant Repotting Guide! #PlantCare #Gardening #GreenThumb", "duration": "0:02:30", "creator_type": "gardening_...
{ "primary_category": "lifestyle", "sub_category": "plant_care", "intent_type": "learn_more", "actionability_score": 0.8, "estimated_effort": "low", "time_commitment_minutes": 15, "required_resources": ["larger_pot", "potting_mix", "water", "houseplant"], "confidence": 0.9, "ambiguity_flag": false, "suggested...
The user provided content featuring historical facts about an ancient civilization. I need to identify the learning content and user's passive intent.
{ "transcript": "Five fascinating facts about Ancient Egypt! Did you know they invented toothpaste? And Cleopatra wasn't actually Egyptian, she was Greek. Mind-blowing stuff!", "caption": "".ud83d.udd0e Ancient Egypt Facts! #History #Educational #Facts", "duration": "0:01:20", "creator_type": "history_buff"}
{ "primary_category": "learning", "sub_category": "history", "intent_type": "non_actionable", "actionability_score": 0.1, "estimated_effort": "low", "time_commitment_minutes": null, "required_resources": [], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_action": null}
The user provided content detailing a short meditation practice. I need to identify the practice, the minimal effort required, and the user's intent to try it for well-being.
{ "transcript": "Feeling stressed? Take 3 minutes for this simple breathing exercise. Inhale deeply for 4, hold for 7, exhale for 8. Repeat 5 times. Feel the calm.", "caption": "".ud83e.uddd8.u200d.u2640.ufe0f 3-Minute Stress Relief Breathing! #Meditation #Mindfulness #MentalWellness", "duration": "0:03:05", "creat...
{ "primary_category": "mental_health", "sub_category": "stress_relief", "intent_type": "try_once", "actionability_score": 0.98, "estimated_effort": "low", "time_commitment_minutes": 3, "required_resources": ["quiet_space"], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Perform the 3-m...
The user provided content describing how to set up a smart home device. I need to classify this as a tutorial and recognize the implied intent to configure a device.
{ "transcript": "Got a new smart plug? Here's the easiest way to set it up. Download the app, plug it in, and follow the on-screen instructions to connect to Wi-Fi. It's truly that simple!", "caption": "".ud83c.udfe0f Smart Plug Setup Guide! #SmartHome #TechTutorial #DIY", "duration": "0:02:00", "creator_type": "te...
{ "primary_category": "lifestyle", "sub_category": "home_automation", "intent_type": "try_once", "actionability_score": 0.9, "estimated_effort": "low", "time_commitment_minutes": 10, "required_resources": ["smart_plug", "smartphone", "wifi_network", "electrical_outlet"], "confidence": 0.93, "ambiguity_flag": f...
The user provided content explaining a basic financial concept. I need to identify the concept and the user's intent to understand it better for financial literacy.
{ "transcript": "What is compound interest? It's when you earn interest on your initial deposit PLUS the interest you've already earned. It's key to growing your wealth over time. Understand it, use it!", "caption": "".ud83d.udcb8 Compound Interest Explained! #FinanceTips #Investing #WealthBuilding", "duration": "0:...
{ "primary_category": "finance", "sub_category": "financial_literacy", "intent_type": "learn_more", "actionability_score": 0.7, "estimated_effort": "low", "time_commitment_minutes": 5, "required_resources": [], "confidence": 0.95, "ambiguity_flag": false, "suggested_next_action": "Research investment opportun...
The user provided content reviewing a restaurant. I need to identify it as an informational review for potential visitation.
{ "transcript": "Just tried the new ramen spot 'Noodle Heaven' downtown! Their spicy tonkotsu was divine. Expect a 30-minute wait, but it's totally worth it. Highly recommend checking it out.", "caption": "".ud83c.udf5c New Ramen Spot Review! #Foodie #RestaurantReview #Ramen", "duration": "0:01:00", "creator_type":...
{ "primary_category": "travel", "sub_category": "restaurant_review", "intent_type": "save_for_later", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": null, "required_resources": ["money", "transportation"], "confidence": 0.88, "ambiguity_flag": false, "suggested_next_acti...
The user provided content explaining a finance concept. I need to identify the concept, infer if the user wants to understand it better, and assess the effort to learn.
{ "transcript": "Ever wondered about compounding interest? It's simply earning interest on your initial investment plus the accumulated interest. Start early, even small amounts grow huge over time!", "caption": " ...
here are examples to create that should suffice. The content provided outlines methods to achieve an aesthetic appearance through dental health improvements. I need to discern the implied subject's desired outcome (whiter teeth), the specific method mentioned (polishing and filing), assess actionability given potential...
The user is providing an image description. I need to determine the primary aesthetic associated with the style described, then classify the type of aesthetic. Finally, based on the stated intention ('inspire my next tattoo'), I will mark it for inspiration and actionability.
{ "image_description": "A close-up of a forearm tattoo featuring a delicate outline of a peony flower with subtle dot work shading. The lines are thin and crisp, with minimal color beyond a soft black shading. \n", "caption": "Dreamy floral piece by @artink_nyc. So soft and elegant. ✨ #finelinetattoo #peonytattoo #ta...
{ "primary_category": "lifestyle", "sub_category": "tattoo_design_inspiration", "intent_type": "inspiration_only", "actionability_score": 0.6, "estimated_effort": "high", "time_commitment_minutes": null, "required_resources": ["tattoo_artist", "design_consultation", "money"], "confidence": 0.85, "ambiguity_fla...
The user provided content detailing a short skincare routine. I need to extract the steps, determine the likely intent of a user (trying the routine), and estimate the effort and required products.
{ "transcript": "For my simple evening routine, I start with a gentle gel cleanser, then a hydrating hyaluronic acid serum on damp skin, and finish with a rich ceramide moisturizer. That's it for clear, plump skin!", "caption": "My 3-Step Hydrating Night Routine!  ...
```json { "title": "Understanding the Law: The Ultimate Guide for Beginners (Hindi Edition)", "author": "Amitav Goswami", "summary": "The Law Hindi Edition, provides a concise explanation of essential legal concepts like crime, evidence, bail, and civil vs. criminal cases in straightforward Hindi.", "year": "202...
The user provided content detailing a morning routine. I need to identify the routine elements, infer the user's intent to potentially adopt parts of it, and estimate the effort and actionability.
{ "transcript": "My perfect morning routine starts at 5 AM. I meditate for 20 minutes, then do some journaling, followed by a quick stretch. It really sets the tone for my day. Try to implement a part of it!", "caption": " Ramp Up Your Morning! My daily ritual for success. #MorningRoutine #Wellness #DailyHabits", "...
{ "primary_category": "mental_health", "sub_category": "daily_routine", "intent_type": "build_habit", "actionability_score": 0.75, "estimated_effort": "medium", "time_commitment_minutes": 45, "required_resources": ["quiet_space", "journal", "pen"], "confidence": 0.85, "ambiguity_flag": false, "suggested_next_...