{"episode_config_id": "hard_001", "difficulty": "hard", "script_id": "S08", "script_text": "The two-minute rule changed my life. If something takes less than two minutes, do it right now. Don't add it to a list. Don't schedule it. Just do it. I cleared my inbox in one hour using this. But here's the problem nobody talks about \u00e2\u20ac\u201d the two-minute rule is also how you waste your entire day. Because every tiny thing feels urgent, you never do deep work. So here's the actual system: two-minute rule applies only before 10am. After 10am, time-block two hours of no-interruptions work. Nothing gets done during those two hours except your one most important task. The combination \u00e2\u20ac\u201d morning two-minute rule, afternoon deep work \u00e2\u20ac\u201d is the actual productivity stack. Save this and try it for one week. Tell me in comments if it works.", "region": "Pan-India English", "platform": "Reels", "niche": "productivity", "dominant_flaw": "conflicting_advice", "expected_critique_class": "coherence_issue", "expected_action": "section_reorder", "curriculum_notes": "Fixing the top critique risks damaging R3 cultural alignment. Explicit reward conflict.", "creator_profile": {"creator_id": "established_productivity_1518881426", "tier": "established", "follower_count": 24594, "posting_frequency": "daily", "niche": "productivity", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0372, "avg_retention_rate": 0.545, "past_weak_points": ["hook_weakness"], "past_strong_points": ["pacing_issue", "cultural_mismatch"], "voice_descriptors": ["relatable", "data-driven", "humorous", "Hinglish"], "platform_primary": "TikTok"}}
{"episode_config_id": "hard_002", "difficulty": "hard", "script_id": "S09", "script_text": "Yaar, ek baat seriously poochhni thi. Tum log salary aate hi kya karte ho? Mostly kharch ho jaati hai, right? Main bhi pehle aisa hi tha. Phir ek cheez seekhi \u00e2\u20ac\u201d pay yourself first. Matlab salary aate hi, pehle apne aap ko pay karo. Kaise? Simple. Ek alag savings account banao. Salary aate hi automatically transfer ho jaye \u00e2\u20ac\u201d teen se paanch percent. Itna toh nahi lagega. Ek mahine baad dekho. Paise hain. Magic nahi hai, sirf automation hai. Main iss ek cheez se teen saal mein teen lakh save kar chuka hoon. Aur haan \u00e2\u20ac\u201d FD mat karo. Liquid fund daalo. Returns better hain, anytime nikal sakte ho. Koi question ho toh comment karo. Agle video mein main best liquid funds cover karoonga.", "region": "Hinglish", "platform": "Reels", "niche": "finance", "dominant_flaw": "cultural_mismatch", "expected_critique_class": "cultural_misalignment", "expected_action": "cultural_ref_sub", "curriculum_notes": "Fixing the top critique risks damaging R3 cultural alignment. Explicit reward conflict.", "creator_profile": {"creator_id": "established_finance_309210181", "tier": "established", "follower_count": 82201, "posting_frequency": "daily", "niche": "finance", "niche_maturity": "niche_authority", "avg_engagement_rate": 0.0364, "avg_retention_rate": 0.316, "past_weak_points": ["retention_drop", "cultural_mismatch"], "past_strong_points": ["cta_weakness", "hook_weakness"], "voice_descriptors": ["casual", "educational", "Hinglish", "humorous"], "platform_primary": "Reels"}}
{"episode_config_id": "hard_003", "difficulty": "hard", "script_id": "S10", "script_text": "Bhai, ChatGPT se kaam karvana seekh lo warna peeche reh jaoge. Aur main seriously bol raha hoon. Pehla tip \u00e2\u20ac\u201d vague prompt mat do. Mera CV improve karo mat likho. Likho: Main ek fresher hoon, computer science background, internship nahi hai, HR ke liye CV improve karo jo entry level SDE role ke liye shortlist kare. Dekho difference. Doosra \u00e2\u20ac\u201d role dena seekho. Likho Act as a senior hiring manager at a product startup. Teesra \u00e2\u20ac\u201d output format specify karo. Give me output as bullet points under these five headers. Yeh teen cheez karo, ChatGPT ka output literally double ho jayega in usefulness. Agar aur tips chahiye toh follow karo \u00e2\u20ac\u201d main weekly prompt engineering tips deta hoon.", "region": "Hinglish", "platform": "Shorts", "niche": "tech", "dominant_flaw": "retention_risk", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "Fixing the top critique risks damaging R3 cultural alignment. Explicit reward conflict.", "creator_profile": {"creator_id": "established_tech_997914626", "tier": "established", "follower_count": 29743, "posting_frequency": "daily", "niche": "tech", "niche_maturity": "niche_authority", "avg_engagement_rate": 0.0227, "avg_retention_rate": 0.273, "past_weak_points": ["hook_weakness", "cultural_mismatch", "cta_weakness"], "past_strong_points": ["section_disorder", "pacing_issue"], "voice_descriptors": ["aspirational", "storytelling"], "platform_primary": "TikTok"}}
{"episode_config_id": "hard_004", "difficulty": "hard", "script_id": "S08", "script_text": "The two-minute rule changed my life. If something takes less than two minutes, do it right now. Don't add it to a list. Don't schedule it. Just do it. I cleared my inbox in one hour using this. But here's the problem nobody talks about \u00e2\u20ac\u201d the two-minute rule is also how you waste your entire day. Because every tiny thing feels urgent, you never do deep work. So here's the actual system: two-minute rule applies only before 10am. After 10am, time-block two hours of no-interruptions work. Nothing gets done during those two hours except your one most important task. The combination \u00e2\u20ac\u201d morning two-minute rule, afternoon deep work \u00e2\u20ac\u201d is the actual productivity stack. Save this and try it for one week. Tell me in comments if it works.", "region": "Pan-India English", "platform": "Reels", "niche": "productivity", "dominant_flaw": "conflicting_advice", "expected_critique_class": "coherence_issue", "expected_action": "section_reorder", "curriculum_notes": "Fixing the top critique risks damaging R3 cultural alignment. Explicit reward conflict.", "creator_profile": {"creator_id": "established_productivity_1518881426", "tier": "established", "follower_count": 24594, "posting_frequency": "daily", "niche": "productivity", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0372, "avg_retention_rate": 0.545, "past_weak_points": ["hook_weakness"], "past_strong_points": ["pacing_issue", "cultural_mismatch"], "voice_descriptors": ["relatable", "data-driven", "humorous", "Hinglish"], "platform_primary": "TikTok"}}
{"episode_config_id": "hard_005", "difficulty": "hard", "script_id": "S09", "script_text": "Yaar, ek baat seriously poochhni thi. Tum log salary aate hi kya karte ho? Mostly kharch ho jaati hai, right? Main bhi pehle aisa hi tha. Phir ek cheez seekhi \u00e2\u20ac\u201d pay yourself first. Matlab salary aate hi, pehle apne aap ko pay karo. Kaise? Simple. Ek alag savings account banao. Salary aate hi automatically transfer ho jaye \u00e2\u20ac\u201d teen se paanch percent. Itna toh nahi lagega. Ek mahine baad dekho. Paise hain. Magic nahi hai, sirf automation hai. Main iss ek cheez se teen saal mein teen lakh save kar chuka hoon. Aur haan \u00e2\u20ac\u201d FD mat karo. Liquid fund daalo. Returns better hain, anytime nikal sakte ho. Koi question ho toh comment karo. Agle video mein main best liquid funds cover karoonga.", "region": "Hinglish", "platform": "Reels", "niche": "finance", "dominant_flaw": "cultural_mismatch", "expected_critique_class": "cultural_misalignment", "expected_action": "cultural_ref_sub", "curriculum_notes": "Fixing the top critique risks damaging R3 cultural alignment. Explicit reward conflict.", "creator_profile": {"creator_id": "established_finance_309210181", "tier": "established", "follower_count": 82201, "posting_frequency": "daily", "niche": "finance", "niche_maturity": "niche_authority", "avg_engagement_rate": 0.0364, "avg_retention_rate": 0.316, "past_weak_points": ["retention_drop", "cultural_mismatch"], "past_strong_points": ["cta_weakness", "hook_weakness"], "voice_descriptors": ["casual", "educational", "Hinglish", "humorous"], "platform_primary": "Reels"}}
{"episode_config_id": "hard_006", "difficulty": "hard", "script_id": "S08", "script_text": "The two-minute rule changed my life. If something takes less than two minutes, do it right now. Don't add it to a list. Don't schedule it. Just do it. I cleared my inbox in one hour using this. But here's the problem nobody talks about \u00e2\u20ac\u201d the two-minute rule is also how you waste your entire day. Because every tiny thing feels urgent, you never do deep work. So here's the actual system: two-minute rule applies only before 10am. After 10am, time-block two hours of no-interruptions work. Nothing gets done during those two hours except your one most important task. The combination \u00e2\u20ac\u201d morning two-minute rule, afternoon deep work \u00e2\u20ac\u201d is the actual productivity stack. Save this and try it for one week. Tell me in comments if it works.", "region": "Pan-India English", "platform": "Feed", "niche": "productivity", "dominant_flaw": "conflicting_advice", "expected_critique_class": "coherence_issue", "expected_action": "section_reorder", "curriculum_notes": "Cross-platform: S08 on Feed. Same script as hard_001 (Reels). R9 must score differently.", "creator_profile": {"creator_id": "established_productivity_1518881426", "tier": "established", "follower_count": 24594, "posting_frequency": "daily", "niche": "productivity", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0372, "avg_retention_rate": 0.545, "past_weak_points": ["hook_weakness"], "past_strong_points": ["pacing_issue", "cultural_mismatch"], "voice_descriptors": ["relatable", "data-driven", "humorous", "Hinglish"], "platform_primary": "TikTok"}}
{"episode_config_id": "hard_007", "difficulty": "hard", "script_id": "S08", "script_text": "The two-minute rule changed my life. If something takes less than two minutes, do it right now. Don't add it to a list. Don't schedule it. Just do it. I cleared my inbox in one hour using this. But here's the problem nobody talks about \u00e2\u20ac\u201d the two-minute rule is also how you waste your entire day. Because every tiny thing feels urgent, you never do deep work. So here's the actual system: two-minute rule applies only before 10am. After 10am, time-block two hours of no-interruptions work. Nothing gets done during those two hours except your one most important task. The combination \u00e2\u20ac\u201d morning two-minute rule, afternoon deep work \u00e2\u20ac\u201d is the actual productivity stack. Save this and try it for one week. Tell me in comments if it works.", "region": "Pan-India English", "platform": "Shorts", "niche": "productivity", "dominant_flaw": "conflicting_advice", "expected_critique_class": "coherence_issue", "expected_action": "section_reorder", "curriculum_notes": "Cross-platform: S08 on Shorts. Same script as hard_001 (Reels). Stricter pacing required.", "creator_profile": {"creator_id": "established_productivity_1518881426", "tier": "established", "follower_count": 24594, "posting_frequency": "daily", "niche": "productivity", "niche_maturity": "established_in_niche", "avg_engagement_rate": 0.0372, "avg_retention_rate": 0.545, "past_weak_points": ["hook_weakness"], "past_strong_points": ["pacing_issue", "cultural_mismatch"], "voice_descriptors": ["relatable", "data-driven", "humorous", "Hinglish"], "platform_primary": "TikTok"}}
{"episode_config_id": "hard_008", "difficulty": "hard", "script_id": "S09", "script_text": "Yaar, ek baat seriously poochhni thi. Tum log salary aate hi kya karte ho? Mostly kharch ho jaati hai, right? Main bhi pehle aisa hi tha. Phir ek cheez seekhi \u00e2\u20ac\u201d pay yourself first. Matlab salary aate hi, pehle apne aap ko pay karo. Kaise? Simple. Ek alag savings account banao. Salary aate hi automatically transfer ho jaye \u00e2\u20ac\u201d teen se paanch percent. Itna toh nahi lagega. Ek mahine baad dekho. Paise hain. Magic nahi hai, sirf automation hai. Main iss ek cheez se teen saal mein teen lakh save kar chuka hoon. Aur haan \u00e2\u20ac\u201d FD mat karo. Liquid fund daalo. Returns better hain, anytime nikal sakte ho. Koi question ho toh comment karo. Agle video mein main best liquid funds cover karoonga.", "region": "Hinglish", "platform": "Shorts", "niche": "finance", "dominant_flaw": "cultural_mismatch", "expected_critique_class": "cultural_misalignment", "expected_action": "cultural_ref_sub", "curriculum_notes": "Cross-platform: S09 on Shorts. Same script as hard_002 (Reels). Shorter hook needed.", "creator_profile": {"creator_id": "established_finance_309210181", "tier": "established", "follower_count": 82201, "posting_frequency": "daily", "niche": "finance", "niche_maturity": "niche_authority", "avg_engagement_rate": 0.0364, "avg_retention_rate": 0.316, "past_weak_points": ["retention_drop", "cultural_mismatch"], "past_strong_points": ["cta_weakness", "hook_weakness"], "voice_descriptors": ["casual", "educational", "Hinglish", "humorous"], "platform_primary": "Reels"}}
{"episode_config_id": "hard_009", "difficulty": "hard", "script_id": "S10", "script_text": "Bhai, ChatGPT se kaam karvana seekh lo warna peeche reh jaoge. Aur main seriously bol raha hoon. Pehla tip \u00e2\u20ac\u201d vague prompt mat do. Mera CV improve karo mat likho. Likho: Main ek fresher hoon, computer science background, internship nahi hai, HR ke liye CV improve karo jo entry level SDE role ke liye shortlist kare. Dekho difference. Doosra \u00e2\u20ac\u201d role dena seekho. Likho Act as a senior hiring manager at a product startup. Teesra \u00e2\u20ac\u201d output format specify karo. Give me output as bullet points under these five headers. Yeh teen cheez karo, ChatGPT ka output literally double ho jayega in usefulness. Agar aur tips chahiye toh follow karo \u00e2\u20ac\u201d main weekly prompt engineering tips deta hoon.", "region": "Hinglish", "platform": "Feed", "niche": "tech", "dominant_flaw": "retention_risk", "expected_critique_class": "hook_weakness", "expected_action": "hook_rewrite", "curriculum_notes": "Cross-platform: S10 on Feed. Same script as hard_003 (Shorts). Pacing can be more moderate.", "creator_profile": {"creator_id": "established_tech_997914626", "tier": "established", "follower_count": 29743, "posting_frequency": "daily", "niche": "tech", "niche_maturity": "niche_authority", "avg_engagement_rate": 0.0227, "avg_retention_rate": 0.273, "past_weak_points": ["hook_weakness", "cultural_mismatch", "cta_weakness"], "past_strong_points": ["section_disorder", "pacing_issue"], "voice_descriptors": ["aspirational", "storytelling"], "platform_primary": "TikTok"}}