{"event_date":"2026-08-07","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 7 times on 2026-08-07","validation_count":1,"confidence":0.5700000000000001,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-08-07","validation_count":1,"confidence":0.54,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: oil_supply_or_geopolitical_shock","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SOXX","lesson":"SOXX had intraday confirmation window 10:28:00\u201310:29:00 (stored replay)","opportunity_window":{"from_et":"10:28:00","from_utc":"2026-08-07T14:28:00+00:00","close":540.07,"vwap":540.1202,"vwap_source":"live_sample","relative_volume":0.9101,"confirmation_basis":"live_sample","until_et":"10:29:00","until_utc":"2026-08-07T14:29:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SOXX","lesson":"SOXX replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":43,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"WDC","lesson":"WDC had intraday confirmation window 09:36:00\u201311:24:00 (stored replay)","opportunity_window":{"from_et":"09:36:00","from_utc":"2026-08-07T13:36:00+00:00","close":445.62,"vwap":449.8139,"vwap_source":"live_sample","relative_volume":0.9226,"confirmation_basis":"live_sample","until_et":"11:24:00","until_utc":"2026-08-07T15:24:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"WDC","lesson":"WDC replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":48,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 10:04:00\u201310:05:00 (stored replay)","opportunity_window":{"from_et":"10:04:00","from_utc":"2026-08-07T14:04:00+00:00","close":312.29,"vwap":312.1222,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:05:00","until_utc":"2026-08-07T14:05:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":20,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-07T13:45:00+00:00","close":426.52,"vwap":428.2267,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-07T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":25,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:57:00\u201309:58:00 (stored replay)","opportunity_window":{"from_et":"09:57:00","from_utc":"2026-08-07T13:57:00+00:00","close":221.95,"vwap":222.0709,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:58:00","until_utc":"2026-08-07T13:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":21,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMH","lesson":"SMH had intraday confirmation window 09:47:00\u201309:48:00 (stored replay)","opportunity_window":{"from_et":"09:47:00","from_utc":"2026-08-07T13:47:00+00:00","close":583.25,"vwap":583.3034,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:48:00","until_utc":"2026-08-07T13:48:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMH","lesson":"SMH replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":44,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-07T13:45:00+00:00","close":489.285,"vwap":489.5086,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-07T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AMD","lesson":"AMD replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":30,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-07T13:45:00+00:00","close":101.265,"vwap":102.2614,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-07T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":28,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)","opportunity_window":{"from_et":"09:46:00","from_utc":"2026-08-07T13:46:00+00:00","close":720.74,"vwap":721.0216,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:47:00","until_utc":"2026-08-07T13:47:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":58,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 09:43:00\u201309:44:00 (stored replay)","opportunity_window":{"from_et":"09:43:00","from_utc":"2026-08-07T13:43:00+00:00","close":886.51,"vwap":888.0134,"vwap_source":"live_sample","relative_volume":0.8987,"confirmation_basis":"live_sample","until_et":"09:44:00","until_utc":"2026-08-07T13:44:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-07","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MU","lesson":"MU replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":32,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}