{"event_date":"2026-08-05","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 38 times on 2026-08-05","validation_count":1,"confidence":0.88,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'duplicate_headline' occurred 20 times on 2026-08-05","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: AI_hardware_direct_catalyst, oil_supply_or_geopolitical_shock, single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":115.22,"vwap":115.3589,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-05T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"USO","lesson":"USO replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":38,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:51:00\u201310:09:00 (stored replay)","opportunity_window":{"from_et":"09:51:00","from_utc":"2026-08-05T13:51:00+00:00","close":307.67,"vwap":307.651,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:09:00","until_utc":"2026-08-05T14:09:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","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":23,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI had intraday confirmation window 09:45:00\u201309:55:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":31.44,"vwap":31.2411,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:55:00","until_utc":"2026-08-05T13:55:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI 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":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"JETS","lesson":"JETS had intraday confirmation window 09:45:00\u201311:12:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":33.82,"vwap":33.6952,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:12:00","until_utc":"2026-08-05T15:12:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"JETS","lesson":"JETS replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":9,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 10:07:00\u201310:09:00 (stored replay)","opportunity_window":{"from_et":"10:07:00","from_utc":"2026-08-05T14:07:00+00:00","close":423.2025,"vwap":422.9974,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:09:00","until_utc":"2026-08-05T14:09:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","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":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:45:00\u201310:00:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":101.16,"vwap":100.064,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:00:00","until_utc":"2026-08-05T14:00:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","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":6,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"ARM","lesson":"ARM had intraday confirmation window 09:45:00\u201310:02:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":278.6918,"vwap":275.4532,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:02:00","until_utc":"2026-08-05T14:02:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"ARM","lesson":"ARM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":13,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"TSM","lesson":"TSM had intraday confirmation window 09:45:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":424.13,"vwap":421.493,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:01:00","until_utc":"2026-08-05T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"TSM","lesson":"TSM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":9,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XLE","lesson":"XLE had intraday confirmation window 09:45:00\u201309:59:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":57.925,"vwap":58.313,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:59:00","until_utc":"2026-08-05T13:59:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XLE","lesson":"XLE replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":14,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:45:00\u201309:52:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":493.5,"vwap":489.4283,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:52:00","until_utc":"2026-08-05T13:52:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","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":35,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"DAL","lesson":"DAL had intraday confirmation window 09:45:00\u201311:13:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":94.04,"vwap":93.5024,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:13:00","until_utc":"2026-08-05T15:13:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":219.012,"vwap":219.4017,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-05T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 09:45:00\u201310:02:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":914.3899,"vwap":899.4936,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:02:00","until_utc":"2026-08-05T14:02:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","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":21,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"CVX","lesson":"CVX had intraday confirmation window 09:45:00\u201314:08:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":188.74,"vwap":190.0472,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"14:08:00","until_utc":"2026-08-05T18:08:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"CVX","lesson":"CVX replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":28,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XOM","lesson":"XOM had intraday confirmation window 09:45:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":152.59,"vwap":153.6957,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:01:00","until_utc":"2026-08-05T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XOM","lesson":"XOM 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}
{"event_date":"2026-08-05","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL had intraday confirmation window 09:45:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-05T13:45:00+00:00","close":220.35,"vwap":216.6016,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:01:00","until_utc":"2026-08-05T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-05","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL 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}
