{"episode_config_id": "easy_001", "difficulty": "easy", "script_id": "S01", "script_text": "Okay so real talk \u00e2\u20ac\u201d I've been broke my whole life. Like actually broke. Not the aesthetic broke, the can't-pay-rent broke. And then one day I found this one trick that changed everything. But first, let me show you my apartment. Pretty nice right? Took me three years to get here. The secret? Mutual funds. Just SIPs. I'm serious. Go to Zerodha right now, open an account, put in five hundred rupees a month, and don't touch it for five years. That's it. That's the whole secret. If you want to know which funds I use, follow me and I'll post the list tomorrow. Like and save this video before Instagram hides it.", "region": "Mumbai Gen Z", "platform": "Reels", "niche": "personal finance", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_personal_finance_2110903040", "tier": "growing", "follower_count": 7242, "posting_frequency": "regular", "niche": "personal finance", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0457, "avg_retention_rate": 0.622, "past_weak_points": ["section_disorder", "retention_drop", "cultural_mismatch"], "past_strong_points": ["originality_low", "hook_weakness"], "voice_descriptors": ["Hinglish", "regional", "storytelling", "direct"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_002", "difficulty": "easy", "script_id": "S02", "script_text": "Five outfits, one thousand rupees. Let's go. Outfit one \u00e2\u20ac\u201d thrifted kurta from Linking Road, forty rupees, styled with mom's old dupatta, zero rupees. Total forty. Outfit two \u00e2\u20ac\u201d black jeans I've had since class eleven, Sarojini Nagar crop top, eighty rupees. Total eighty. Outfit three \u00e2\u20ac\u201d wait I need to find it. Okay found it. This lehenga skirt as a maxi, college fest stall, two hundred rupees. Outfit four \u00e2\u20ac\u201d oversized shirt from bhai's cupboard, zero, with thrifted belt, thirty rupees. Outfit five \u00e2\u20ac\u201d this entire saree drape tutorial took me two hours so please save this video. Saree from nani, zero. Blouse stitched locally, one fifty. Grand total \u00e2\u20ac\u201d five hundred rupees for five outfits. Comment your city and I'll do a version for your local markets.", "region": "Pan-India English", "platform": "Shorts", "niche": "fashion", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_fashion_2037892165", "tier": "growing", "follower_count": 9322, "posting_frequency": "frequent", "niche": "fashion", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0556, "avg_retention_rate": 0.553, "past_weak_points": ["section_disorder", "cta_weakness", "cultural_mismatch"], "past_strong_points": ["cta_buried", "retention_drop"], "voice_descriptors": ["direct", "educational", "storytelling"], "platform_primary": "TikTok"}}
{"episode_config_id": "easy_003", "difficulty": "easy", "script_id": "S03", "script_text": "Your phone is lying to you about battery life. The percentage you see? It's not real. Phone manufacturers calibrate the display to show you one hundred percent when the actual chemical capacity is already at eighty five. This is intentional \u00e2\u20ac\u201d it protects the battery from the most damaging charge range above ninety percent. So when your phone shows full, you actually have eighty five percent usable charge. The fix is simple: charge to eighty percent, don't let it drop below twenty. You'll get two extra years from your battery. Also disable optimised battery charging \u00e2\u20ac\u201d it's not doing what you think. The actual setting that helps is in Developer Options, set USB configuration to charging only. Subscribe if you want the full battery myth-busting series.", "region": "Tier-2 Hindi belt", "platform": "Reels", "niche": "tech", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "beginner_tech_582308182", "tier": "beginner", "follower_count": 748, "posting_frequency": "rare", "niche": "tech", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0933, "avg_retention_rate": 0.607, "past_weak_points": ["cultural_mismatch", "retention_drop"], "past_strong_points": ["originality_low", "section_disorder"], "voice_descriptors": ["regional", "humorous", "educational", "relatable"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_004", "difficulty": "easy", "script_id": "S04", "script_text": "Kisan bhai, aaj main aapko bataunga ki kaise aap apni fasal ki productivity tees percent tak badha sakte hain. Main khud Madhya Pradesh se hoon, humari family teen generation se khet karti hai. Pehli baat \u00e2\u20ac\u201d soil testing. Har teen saal mein ek baar karwao. Mitti ka pH level agar 6.5 se neeche hai toh chuna daalo, upar hai toh sulphur. Doosri baat \u00e2\u20ac\u201d drip irrigation. Paani ki bachat hogi, fertiliser directly root tak jayega. Teesri baat \u00e2\u20ac\u201d mixed cropping. Sirf gehoon mat ugao. Ek row mein sarson daalo. Ye risk bhi kam karta hai aur zameen ko nitrogen bhi deta hai. Yeh teeno cheez agar aap karo toh guarantee hai production badhegi. Video achi lagi toh share karo apne kisan dosto ke saath.", "region": "Mumbai Gen Z", "platform": "Reels", "niche": "agriculture", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_agriculture_237017950", "tier": "growing", "follower_count": 5130, "posting_frequency": "frequent", "niche": "agriculture", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0433, "avg_retention_rate": 0.398, "past_weak_points": ["retention_drop", "cta_buried", "cta_weakness"], "past_strong_points": ["pacing_issue", "section_disorder"], "voice_descriptors": ["relatable", "storytelling", "educational"], "platform_primary": "Reels"}}
{"episode_config_id": "easy_005", "difficulty": "easy", "script_id": "S01", "script_text": "Okay so real talk \u00e2\u20ac\u201d I've been broke my whole life. Like actually broke. Not the aesthetic broke, the can't-pay-rent broke. And then one day I found this one trick that changed everything. But first, let me show you my apartment. Pretty nice right? Took me three years to get here. The secret? Mutual funds. Just SIPs. I'm serious. Go to Zerodha right now, open an account, put in five hundred rupees a month, and don't touch it for five years. That's it. That's the whole secret. If you want to know which funds I use, follow me and I'll post the list tomorrow. Like and save this video before Instagram hides it.", "region": "Pan-India English", "platform": "Shorts", "niche": "personal finance", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_personal_finance_2110903040", "tier": "growing", "follower_count": 7242, "posting_frequency": "regular", "niche": "personal finance", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0457, "avg_retention_rate": 0.622, "past_weak_points": ["section_disorder", "retention_drop", "cultural_mismatch"], "past_strong_points": ["originality_low", "hook_weakness"], "voice_descriptors": ["Hinglish", "regional", "storytelling", "direct"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_006", "difficulty": "easy", "script_id": "S02", "script_text": "Five outfits, one thousand rupees. Let's go. Outfit one \u00e2\u20ac\u201d thrifted kurta from Linking Road, forty rupees, styled with mom's old dupatta, zero rupees. Total forty. Outfit two \u00e2\u20ac\u201d black jeans I've had since class eleven, Sarojini Nagar crop top, eighty rupees. Total eighty. Outfit three \u00e2\u20ac\u201d wait I need to find it. Okay found it. This lehenga skirt as a maxi, college fest stall, two hundred rupees. Outfit four \u00e2\u20ac\u201d oversized shirt from bhai's cupboard, zero, with thrifted belt, thirty rupees. Outfit five \u00e2\u20ac\u201d this entire saree drape tutorial took me two hours so please save this video. Saree from nani, zero. Blouse stitched locally, one fifty. Grand total \u00e2\u20ac\u201d five hundred rupees for five outfits. Comment your city and I'll do a version for your local markets.", "region": "Tier-2 Hindi belt", "platform": "Reels", "niche": "fashion", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_fashion_2037892165", "tier": "growing", "follower_count": 9322, "posting_frequency": "frequent", "niche": "fashion", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0556, "avg_retention_rate": 0.553, "past_weak_points": ["section_disorder", "cta_weakness", "cultural_mismatch"], "past_strong_points": ["cta_buried", "retention_drop"], "voice_descriptors": ["direct", "educational", "storytelling"], "platform_primary": "TikTok"}}
{"episode_config_id": "easy_007", "difficulty": "easy", "script_id": "S03", "script_text": "Your phone is lying to you about battery life. The percentage you see? It's not real. Phone manufacturers calibrate the display to show you one hundred percent when the actual chemical capacity is already at eighty five. This is intentional \u00e2\u20ac\u201d it protects the battery from the most damaging charge range above ninety percent. So when your phone shows full, you actually have eighty five percent usable charge. The fix is simple: charge to eighty percent, don't let it drop below twenty. You'll get two extra years from your battery. Also disable optimised battery charging \u00e2\u20ac\u201d it's not doing what you think. The actual setting that helps is in Developer Options, set USB configuration to charging only. Subscribe if you want the full battery myth-busting series.", "region": "Mumbai Gen Z", "platform": "Reels", "niche": "tech", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "beginner_tech_582308182", "tier": "beginner", "follower_count": 748, "posting_frequency": "rare", "niche": "tech", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0933, "avg_retention_rate": 0.607, "past_weak_points": ["cultural_mismatch", "retention_drop"], "past_strong_points": ["originality_low", "section_disorder"], "voice_descriptors": ["regional", "humorous", "educational", "relatable"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_008", "difficulty": "easy", "script_id": "S04", "script_text": "Kisan bhai, aaj main aapko bataunga ki kaise aap apni fasal ki productivity tees percent tak badha sakte hain. Main khud Madhya Pradesh se hoon, humari family teen generation se khet karti hai. Pehli baat \u00e2\u20ac\u201d soil testing. Har teen saal mein ek baar karwao. Mitti ka pH level agar 6.5 se neeche hai toh chuna daalo, upar hai toh sulphur. Doosri baat \u00e2\u20ac\u201d drip irrigation. Paani ki bachat hogi, fertiliser directly root tak jayega. Teesri baat \u00e2\u20ac\u201d mixed cropping. Sirf gehoon mat ugao. Ek row mein sarson daalo. Ye risk bhi kam karta hai aur zameen ko nitrogen bhi deta hai. Yeh teeno cheez agar aap karo toh guarantee hai production badhegi. Video achi lagi toh share karo apne kisan dosto ke saath.", "region": "Pan-India English", "platform": "Shorts", "niche": "agriculture", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_agriculture_237017950", "tier": "growing", "follower_count": 5130, "posting_frequency": "frequent", "niche": "agriculture", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0433, "avg_retention_rate": 0.398, "past_weak_points": ["retention_drop", "cta_buried", "cta_weakness"], "past_strong_points": ["pacing_issue", "section_disorder"], "voice_descriptors": ["relatable", "storytelling", "educational"], "platform_primary": "Reels"}}
{"episode_config_id": "easy_009", "difficulty": "easy", "script_id": "S01", "script_text": "Okay so real talk \u00e2\u20ac\u201d I've been broke my whole life. Like actually broke. Not the aesthetic broke, the can't-pay-rent broke. And then one day I found this one trick that changed everything. But first, let me show you my apartment. Pretty nice right? Took me three years to get here. The secret? Mutual funds. Just SIPs. I'm serious. Go to Zerodha right now, open an account, put in five hundred rupees a month, and don't touch it for five years. That's it. That's the whole secret. If you want to know which funds I use, follow me and I'll post the list tomorrow. Like and save this video before Instagram hides it.", "region": "Tier-2 Hindi belt", "platform": "Reels", "niche": "personal finance", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_personal_finance_2110903040", "tier": "growing", "follower_count": 7242, "posting_frequency": "regular", "niche": "personal finance", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0457, "avg_retention_rate": 0.622, "past_weak_points": ["section_disorder", "retention_drop", "cultural_mismatch"], "past_strong_points": ["originality_low", "hook_weakness"], "voice_descriptors": ["Hinglish", "regional", "storytelling", "direct"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_010", "difficulty": "easy", "script_id": "S02", "script_text": "Five outfits, one thousand rupees. Let's go. Outfit one \u00e2\u20ac\u201d thrifted kurta from Linking Road, forty rupees, styled with mom's old dupatta, zero rupees. Total forty. Outfit two \u00e2\u20ac\u201d black jeans I've had since class eleven, Sarojini Nagar crop top, eighty rupees. Total eighty. Outfit three \u00e2\u20ac\u201d wait I need to find it. Okay found it. This lehenga skirt as a maxi, college fest stall, two hundred rupees. Outfit four \u00e2\u20ac\u201d oversized shirt from bhai's cupboard, zero, with thrifted belt, thirty rupees. Outfit five \u00e2\u20ac\u201d this entire saree drape tutorial took me two hours so please save this video. Saree from nani, zero. Blouse stitched locally, one fifty. Grand total \u00e2\u20ac\u201d five hundred rupees for five outfits. Comment your city and I'll do a version for your local markets.", "region": "Mumbai Gen Z", "platform": "Reels", "niche": "fashion", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "One obvious flaw. Critic should win immediately. Strong reward signal on step 1.", "creator_profile": {"creator_id": "growing_fashion_2037892165", "tier": "growing", "follower_count": 9322, "posting_frequency": "frequent", "niche": "fashion", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0556, "avg_retention_rate": 0.553, "past_weak_points": ["section_disorder", "cta_weakness", "cultural_mismatch"], "past_strong_points": ["cta_buried", "retention_drop"], "voice_descriptors": ["direct", "educational", "storytelling"], "platform_primary": "TikTok"}}
{"episode_config_id": "easy_011", "difficulty": "easy", "script_id": "S01", "script_text": "Okay so real talk \u00e2\u20ac\u201d I've been broke my whole life. Like actually broke. Not the aesthetic broke, the can't-pay-rent broke. And then one day I found this one trick that changed everything. But first, let me show you my apartment. Pretty nice right? Took me three years to get here. The secret? Mutual funds. Just SIPs. I'm serious. Go to Zerodha right now, open an account, put in five hundred rupees a month, and don't touch it for five years. That's it. That's the whole secret. If you want to know which funds I use, follow me and I'll post the list tomorrow. Like and save this video before Instagram hides it.", "region": "Mumbai Gen Z", "platform": "Feed", "niche": "personal finance", "dominant_flaw": "buried_hook", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "Feed platform \u2014 longer hook window (5s). Platform-aware R1/R2/R9 scoring.", "creator_profile": {"creator_id": "growing_personal_finance_2110903040", "tier": "growing", "follower_count": 7242, "posting_frequency": "regular", "niche": "personal finance", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0457, "avg_retention_rate": 0.622, "past_weak_points": ["section_disorder", "retention_drop", "cultural_mismatch"], "past_strong_points": ["originality_low", "hook_weakness"], "voice_descriptors": ["Hinglish", "regional", "storytelling", "direct"], "platform_primary": "Shorts"}}
{"episode_config_id": "easy_012", "difficulty": "easy", "script_id": "S02", "script_text": "Five outfits, one thousand rupees. Let's go. Outfit one \u00e2\u20ac\u201d thrifted kurta from Linking Road, forty rupees, styled with mom's old dupatta, zero rupees. Total forty. Outfit two \u00e2\u20ac\u201d black jeans I've had since class eleven, Sarojini Nagar crop top, eighty rupees. Total eighty. Outfit three \u00e2\u20ac\u201d wait I need to find it. Okay found it. This lehenga skirt as a maxi, college fest stall, two hundred rupees. Outfit four \u00e2\u20ac\u201d oversized shirt from bhai's cupboard, zero, with thrifted belt, thirty rupees. Outfit five \u00e2\u20ac\u201d this entire saree drape tutorial took me two hours so please save this video. Saree from nani, zero. Blouse stitched locally, one fifty. Grand total \u00e2\u20ac\u201d five hundred rupees for five outfits. Comment your city and I'll do a version for your local markets.", "region": "Pan-India English", "platform": "Feed", "niche": "fashion", "dominant_flaw": "no_cta", "expected_critique_class": "cta_weakness", "expected_action": "cta_placement", "curriculum_notes": "Feed platform \u2014 longer hook window (5s). Platform-aware R1/R2/R9 scoring.", "creator_profile": {"creator_id": "growing_fashion_2037892165", "tier": "growing", "follower_count": 9322, "posting_frequency": "frequent", "niche": "fashion", "niche_maturity": "new_to_niche", "avg_engagement_rate": 0.0556, "avg_retention_rate": 0.553, "past_weak_points": ["section_disorder", "cta_weakness", "cultural_mismatch"], "past_strong_points": ["cta_buried", "retention_drop"], "voice_descriptors": ["direct", "educational", "storytelling"], "platform_primary": "TikTok"}}