{"event_date":"2026-08-06","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 14 times on 2026-08-06","validation_count":1,"confidence":0.64,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'duplicate_headline' occurred 3 times on 2026-08-06","validation_count":1,"confidence":0.53,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, FDA approval_or_rejection","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ had intraday confirmation window 11:45:00\u201311:57:00 (stored replay)","opportunity_window":{"from_et":"11:45:00","from_utc":"2026-08-06T15:45:00+00:00","close":715.78,"vwap":715.6928,"vwap_source":"live_sample","relative_volume":1.0015,"confirmation_basis":"live_sample","until_et":"11:57:00","until_utc":"2026-08-06T15:57:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"QQQ","lesson":"QQQ replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":34,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SOXX","lesson":"SOXX had intraday confirmation window 15:50:00\u201315:51:00 (stored replay)","opportunity_window":{"from_et":"15:50:00","from_utc":"2026-08-06T19:50:00+00:00","close":534.82,"vwap":535.3623,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"15:51:00","until_utc":"2026-08-06T19:51:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","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":12,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMH","lesson":"SMH had intraday confirmation window 15:57:00\u201315:58:00 (stored replay)","opportunity_window":{"from_et":"15:57:00","from_utc":"2026-08-06T19:57:00+00:00","close":573.21,"vwap":574.907,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"15:58:00","until_utc":"2026-08-06T19:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMH","lesson":"SMH replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":22,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NOW","lesson":"NOW had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)","opportunity_window":{"from_et":"09:46:00","from_utc":"2026-08-06T13:46:00+00:00","close":113.5,"vwap":113.1949,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:47:00","until_utc":"2026-08-06T13:47:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NOW","lesson":"NOW replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":11,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 15:57:00\u201315:58:00 (stored replay)","opportunity_window":{"from_et":"15:57:00","from_utc":"2026-08-06T19:57:00+00:00","close":100.075,"vwap":100.3096,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"15:58:00","until_utc":"2026-08-06T19:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":22,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"WDC","lesson":"WDC had intraday confirmation window 15:56:00\u201315:59:00 (stored replay)","opportunity_window":{"from_et":"15:56:00","from_utc":"2026-08-06T19:56:00+00:00","close":452.09,"vwap":452.9732,"vwap_source":"live_sample","relative_volume":1.788,"confirmation_basis":"live_sample","until_et":"15:59:00","until_utc":"2026-08-06T19:59:00+00:00","ended_reason":"session_end"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"WDC","lesson":"WDC replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":11,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","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":5,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-06T13:45:00+00:00","close":315.495,"vwap":314.6724,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-06T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","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":17,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 15:57:00\u201315:58:00 (stored replay)","opportunity_window":{"from_et":"15:57:00","from_utc":"2026-08-06T19:57:00+00:00","close":882.1,"vwap":885.9327,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"15:58:00","until_utc":"2026-08-06T19:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MU","lesson":"MU replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":4,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 13:01:00\u201313:03:00 (stored replay)","opportunity_window":{"from_et":"13:01:00","from_utc":"2026-08-06T17:01:00+00:00","close":219.49,"vwap":220.2249,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"13:03:00","until_utc":"2026-08-06T17:03:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":16,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 15:57:00\u201315:58:00 (stored replay)","opportunity_window":{"from_et":"15:57:00","from_utc":"2026-08-06T19:57:00+00:00","close":421.21,"vwap":422.3224,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"15:58:00","until_utc":"2026-08-06T19:58:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-06","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":24,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}