{"dreams":[{"timestamp":"2026-10-17T20:17:41.007080","duration_seconds":"12018.704565286636352539","timing":{"consolidation_end_ms":1792268261006.9636,"duration_ms":12018704.540039062,"duration_seconds":12018.704540039062,"duration_minutes":200.31174233398437,"duration_hours":3.3385290388997397,"consolidations_this_lunar_cycle":1,"shift_interval_hours":8,"shifts_per_day":3.0,"next_consolidation_in_hours":8,"next_consolidation_in_ms":28800000,"lunar":{"phase":0.2101559601063969,"phase_name":"waxing_crescent","days_into_cycle":6.206029214450936,"days_until_new_moon":23.324559455549064,"days_until_full_moon":8.559265120549064,"synodic_period_days":29.53058867,"is_new_moon":false,"is_full_moon":false}},"lunar":{"phase":0.21015596015414595,"phase_name":"waxing_crescent","days_into_cycle":6.206029215860994,"days_until_new_moon":23.324559454139006,"days_until_full_moon":8.559265119139006,"synodic_period_days":29.53058867,"is_new_moon":false,"is_full_moon":false},"book_edition_triggered":false,"agents_dreamed":36,"total_agents":36,"insights_generated":155,"memories_promoted_to_ltm":231,"memories_archived":0,"ltm_retention":{"records_compacted":115,"rollups_written":10,"untrained_retained":0},"tuning_recommendations":[{"agent_id":"strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (426). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (366). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (215). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"automindx_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (214). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","parameter":"dream_frequency","recommendation":"High STM volume (213). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"health_auditor_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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100.0%","top_score":"3.000434077479318340","stm_bytes_before":2122967,"stm_bytes_after":2122967,"stm_bytes_freed":0,"ltm_bytes_before":16402961,"ltm_bytes_after":16425883,"ltm_bytes_growth":22922,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261017_165747_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":426,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"716.309836149215698242","top_insight":"Top processes: id_manager_wallet_exists(213), id_manager_address_lookup(212), id_manager_address_der","top_score":"0.420868460004003853","stm_bytes_before":496433,"stm_bytes_after":496433,"stm_bytes_freed":0,"ltm_bytes_before":13861877,"ltm_bytes_after":13885819,"ltm_bytes_growth":23942,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261017_171640_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":366,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"507.401476860046386719","top_insight":"Top processes: id_manager_wallet_exists(183), id_manager_address_lookup(182), id_manager_address_der","top_score":"0.410346570280334388","stm_bytes_before":323739,"stm_bytes_after":323739,"stm_bytes_freed":0,"ltm_bytes_before":11003188,"ltm_bytes_after":11027366,"ltm_bytes_growth":24178,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261017_172835_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"471.304097175598144531","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":11036748,"stm_bytes_after":11036748,"stm_bytes_freed":0,"ltm_bytes_before":13496754,"ltm_bytes_after":13517375,"ltm_bytes_growth":20621,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261017_174457_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":215,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"516.268390178680419922","top_insight":"Top processes: guardian_initialization(215)","top_score":"0.373512600184149002","stm_bytes_before":201826,"stm_bytes_after":201826,"stm_bytes_freed":0,"ltm_bytes_before":11559734,"ltm_bytes_after":11579959,"ltm_bytes_growth":20225,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261017_175853_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"603.668620586395263672","top_insight":"Top processes: godel_core_choice(758), heartbeat_dialogue(242)","top_score":"0.480069452396691021","stm_bytes_before":9354995,"stm_bytes_after":9354995,"stm_bytes_freed":0,"ltm_bytes_before":13853711,"ltm_bytes_after":13874518,"ltm_bytes_growth":20807,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261017_180733_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"432.520761728286743164","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":28575082,"stm_bytes_after":28578724,"stm_bytes_freed":0,"ltm_bytes_before":13194095,"ltm_bytes_after":13214949,"ltm_bytes_growth":20854,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261017_181749_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":214,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"240.151530027389526367","top_insight":"Top processes: automindx_get_persona(214)","top_score":"0.373190153586496876","stm_bytes_before":205737,"stm_bytes_after":205737,"stm_bytes_freed":0,"ltm_bytes_before":11219142,"ltm_bytes_after":11239379,"ltm_bytes_growth":20237,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261017_182450_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":213,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"555.015094518661499023","top_insight":"Top processes: godel_core_choice(213)","top_score":"0.372866203735870538","stm_bytes_before":972829,"stm_bytes_after":972829,"stm_bytes_freed":0,"ltm_bytes_before":11823509,"ltm_bytes_after":11850342,"ltm_bytes_growth":26833,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261017_182850_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":16,"duration_seconds":"556.896028757095336914","top_insight":"Top processes: godel_core_choice(792), mastermind_strategy_proposal_start(105), mastermind_strategy_","top_score":"0.480069452396691021","stm_bytes_before":11483608,"stm_bytes_after":11483608,"stm_bytes_freed":0,"ltm_bytes_before":22561577,"ltm_bytes_after":22563919,"ltm_bytes_growth":2342,"compression_ratio":0.0,"training_examples":10,"training_file":"data/memory/ltm/mastermind_prime/20261017_183810_training.jsonl"},{"agent_id":"health_auditor_tool","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"283.958108425140380859","top_insight":"Top processes: health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":10088025,"stm_bytes_after":10088025,"stm_bytes_freed":0,"ltm_bytes_before":12580433,"ltm_bytes_after":12602844,"ltm_bytes_growth":22411,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261017_184726_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":31,"duration_seconds":"774.247968196868896484","top_insight":"Success rate: 29.1%","top_score":"0.872219208569569360","stm_bytes_before":8377485,"stm_bytes_after":8377485,"stm_bytes_freed":0,"ltm_bytes_before":18298495,"ltm_bytes_after":18341302,"ltm_bytes_growth":42807,"compression_ratio":0.0,"training_examples":11,"training_file":"data/memory/ltm/agint_soul_of_mindx/20261017_185214_training.jsonl"},{"agent_id":"machine_dreaming","memories_analyzed":256,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"439.202154874801635742","top_insight":"Top processes: machine_dream_cycle(256)","top_score":"0.385589299733007207","stm_bytes_before":359780,"stm_bytes_after":359780,"stm_bytes_freed":0,"ltm_bytes_before":11283497,"ltm_bytes_after":11299727,"ltm_bytes_growth":16230,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/machine_dreaming/20261017_190509_training.jsonl"},{"agent_id":"main_service","memories_analyzed":213,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"358.271742582321166992","top_insight":"Top 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8597843,"stm_bytes_after":8598461,"stm_bytes_freed":0,"ltm_bytes_before":11751801,"ltm_bytes_after":11771184,"ltm_bytes_growth":19383,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261017_191823_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":212,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"392.783830404281616211","top_insight":"Top processes: godel_core_choice(212)","top_score":"0.372540736550198093","stm_bytes_before":972301,"stm_bytes_after":972301,"stm_bytes_freed":0,"ltm_bytes_before":11095658,"ltm_bytes_after":11122694,"ltm_bytes_growth":27036,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261017_192358_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":430,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"387.113868474960327148","top_insight":"Top processes: id_manager_wallet_exists(215), id_manager_address_lookup(214), id_manager_address_der","top_score":"0.421516363225717061","stm_bytes_before":511091,"stm_bytes_after":511091,"stm_bytes_freed":0,"ltm_bytes_before":11872511,"ltm_bytes_after":11896951,"ltm_bytes_growth":24440,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_coordinator_agent_main/20261017_193032_training.jsonl"},{"agent_id":"coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"334.912383079528808594","top_insight":"Top processes: coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":64448367,"stm_bytes_after":64462656,"stm_bytes_freed":0,"ltm_bytes_before":11129917,"ltm_bytes_after":11143974,"ltm_bytes_growth":14057,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261017_193717_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"423.726511716842651367","top_insight":"Top processes: godel_core_choice(608), ollama_model_discovered(359), 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35.7%","top_score":"0.420032592519886117","stm_bytes_before":81582,"stm_bytes_after":81582,"stm_bytes_freed":0,"ltm_bytes_before":6412868,"ltm_bytes_after":6454996,"ltm_bytes_growth":42128,"compression_ratio":0.0,"training_examples":10,"training_file":"data/memory/ltm/enhanced_simple_coder/20261017_194935_training.jsonl"},{"agent_id":"github_agent_tool","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"331.362154006958007812","top_insight":"Top processes: github_backup_created(1000)","top_score":"0.480069452396691021","stm_bytes_before":1550930,"stm_bytes_after":1550930,"stm_bytes_freed":0,"ltm_bytes_before":7988058,"ltm_bytes_after":8012788,"ltm_bytes_growth":24730,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/github_agent_tool/20261017_200204_training.jsonl"},{"agent_id":"default_identity_manager","memories_analyzed":434,"patterns_extracted":8,"promoted_to_ltm":10,"duration_seconds":"597.086845636367797852","top_insight":"Success rate: 100.0%","top_score":"2.638489256954636986","stm_bytes_before":500156,"stm_bytes_after":500156,"stm_bytes_freed":0,"ltm_bytes_before":12014321,"ltm_bytes_after":12044953,"ltm_bytes_growth":30632,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/default_identity_manager/20261017_200732_training.jsonl"}],"_filename":"20261017_201741_dream_report.json","_mtime":1792268261.0078807},{"timestamp":"2026-10-17T09:47:39.437136","duration_seconds":"8443.488895893096923828","timing":{"consolidation_end_ms":1792230459437.037,"duration_ms":37299302.919677734,"duration_seconds":37299.302919677735,"duration_minutes":621.6550486612956,"duration_hours":10.36091747768826,"consolidations_this_lunar_cycle":2,"shift_interval_hours":8,"shifts_per_day":3.0,"next_consolidation_in_hours":8,"next_consolidation_in_ms":28800000,"lunar":{"phase":0.1953401982073284,"phase_name":"waxing_crescent","days_into_cycle":5.768511043976886,"days_until_new_moon":23.762077626023114,"days_until_full_moon":8.996783291023114,"synodic_period_days":29.53058867,"is_new_moon":false,"is_full_moon":false}},"lunar":{"phase":0.19534019824991103,"phase_name":"waxing_crescent","days_into_cycle":5.768511045234376,"days_until_new_moon":23.762077624765624,"days_until_full_moon":8.996783289765624,"synodic_period_days":29.53058867,"is_new_moon":false,"is_full_moon":false},"book_edition_triggered":false,"agents_dreamed":36,"total_agents":36,"insights_generated":155,"memories_promoted_to_ltm":228,"memories_archived":0,"ltm_retention":{"records_compacted":129,"rollups_written":16,"untrained_retained":0},"tuning_recommendations":[{"agent_id":"strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (424). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (366). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (214). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"automindx_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (213). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","parameter":"dream_frequency","recommendation":"High STM volume (212). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"health_auditor_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"agint_soul_of_mindx","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (255). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (212). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (211). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (428). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (432). 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yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":2051247423,"stm_bytes_after":2051249971,"stm_bytes_freed":0,"ltm_bytes_before":321970469,"ltm_bytes_after":322491514,"ltm_bytes_growth":521045,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":12,"duration_seconds":"343.374189138412475586","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":2122967,"stm_bytes_after":2122967,"stm_bytes_freed":0,"ltm_bytes_before":16368589,"ltm_bytes_after":16390667,"ltm_bytes_growth":22078,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261017_072702_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":424,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"285.090513944625854492","top_insight":"Top processes: id_manager_wallet_exists(212), id_manager_address_lookup(211), id_manager_address_der","top_score":"0.420542228808049923","stm_bytes_before":495271,"stm_bytes_after":495271,"stm_bytes_freed":0,"ltm_bytes_before":13831434,"ltm_bytes_after":13853863,"ltm_bytes_growth":22429,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261017_073250_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":366,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"299.100863933563232422","top_insight":"Top processes: id_manager_wallet_exists(183), id_manager_address_lookup(182), id_manager_address_der","top_score":"0.410346570280334388","stm_bytes_before":323739,"stm_bytes_after":323739,"stm_bytes_freed":0,"ltm_bytes_before":10972518,"ltm_bytes_after":10995178,"ltm_bytes_growth":22660,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261017_073727_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"250.525434732437133789","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10987934,"stm_bytes_after":10990482,"stm_bytes_freed":0,"ltm_bytes_before":13468124,"ltm_bytes_after":13489274,"ltm_bytes_growth":21150,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261017_074643_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":214,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"236.496031045913696289","top_insight":"Top processes: guardian_initialization(214)","top_score":"0.373190153586496876","stm_bytes_before":201345,"stm_bytes_after":201345,"stm_bytes_freed":0,"ltm_bytes_before":11533106,"ltm_bytes_after":11552609,"ltm_bytes_growth":19503,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261017_080034_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"173.411785364151000977","top_insight":"Top processes: godel_core_choice(758), heartbeat_dialogue(242)","top_score":"0.480069452396691021","stm_bytes_before":9344271,"stm_bytes_after":9344271,"stm_bytes_freed":0,"ltm_bytes_before":13823685,"ltm_bytes_after":13845751,"ltm_bytes_growth":22066,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261017_080430_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"193.323481798171997070","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":28435257,"stm_bytes_after":28435257,"stm_bytes_freed":0,"ltm_bytes_before":13164902,"ltm_bytes_after":13186420,"ltm_bytes_growth":21518,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261017_080728_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":213,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"231.779440879821777344","top_insight":"Top processes: automindx_get_persona(213)","top_score":"0.372866203735870538","stm_bytes_before":205267,"stm_bytes_after":205267,"stm_bytes_freed":0,"ltm_bytes_before":11191810,"ltm_bytes_after":11212042,"ltm_bytes_growth":20232,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261017_081037_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":212,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"201.717169046401977539","top_insight":"Top processes: godel_core_choice(212)","top_score":"0.372540736550198093","stm_bytes_before":969177,"stm_bytes_after":969177,"stm_bytes_freed":0,"ltm_bytes_before":11789493,"ltm_bytes_after":11816249,"ltm_bytes_growth":26756,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261017_081432_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":16,"duration_seconds":"344.606439352035522461","top_insight":"Top processes: godel_core_choice(788), mastermind_strategy_proposal_start(107), 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health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":10060414,"stm_bytes_after":10060414,"stm_bytes_freed":0,"ltm_bytes_before":12551044,"ltm_bytes_after":12573073,"ltm_bytes_growth":22029,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261017_082339_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":28,"duration_seconds":"1399.991087913513183594","top_insight":"Success rate: 29.1%","top_score":"0.872219208569569360","stm_bytes_before":8343980,"stm_bytes_after":8343980,"stm_bytes_freed":0,"ltm_bytes_before":18232950,"ltm_bytes_after":18271082,"ltm_bytes_growth":38132,"compression_ratio":0.0,"training_examples":11,"training_file":"data/memory/ltm/agint_soul_of_mindx/20261017_082723_training.jsonl"},{"agent_id":"machine_dreaming","memories_analyzed":255,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"278.612962245941162109","top_insight":"Top processes: machine_dream_cycle(255)","top_score":"0.385318394449895962","stm_bytes_before":359101,"stm_bytes_after":359101,"stm_bytes_freed":0,"ltm_bytes_before":11260420,"ltm_bytes_after":11275742,"ltm_bytes_growth":15322,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/machine_dreaming/20261017_085038_training.jsonl"},{"agent_id":"main_service","memories_analyzed":212,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"252.851922512054443359","top_insight":"Top 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8578394,"stm_bytes_after":8578394,"stm_bytes_freed":0,"ltm_bytes_before":11725708,"ltm_bytes_after":11743566,"ltm_bytes_growth":17858,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261017_085933_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":211,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1050.163493871688842773","top_insight":"Top processes: godel_core_choice(211)","top_score":"0.372213737748600282","stm_bytes_before":968627,"stm_bytes_after":968627,"stm_bytes_freed":0,"ltm_bytes_before":11060587,"ltm_bytes_after":11088288,"ltm_bytes_growth":27701,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261017_090352_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":428,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"236.901278734207153320","top_insight":"Top processes: id_manager_wallet_exists(214), id_manager_address_lookup(213), id_manager_address_der","top_score":"0.421193166749555925","stm_bytes_before":509887,"stm_bytes_after":509887,"stm_bytes_freed":0,"ltm_bytes_before":11840502,"ltm_bytes_after":11864429,"ltm_bytes_growth":23927,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_coordinator_agent_main/20261017_092121_training.jsonl"},{"agent_id":"coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"182.690821886062622070","top_insight":"Top processes: coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":64185402,"stm_bytes_after":64185402,"stm_bytes_freed":0,"ltm_bytes_before":11108690,"ltm_bytes_after":11122241,"ltm_bytes_growth":13551,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261017_092528_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"221.102777481079101562","top_insight":"Top processes: godel_core_choice(626), ollama_model_discovered(343), 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github_backup_created(1000)","top_score":"0.480069452396691021","stm_bytes_before":1540336,"stm_bytes_after":1540336,"stm_bytes_freed":0,"ltm_bytes_before":7956122,"ltm_bytes_after":7980608,"ltm_bytes_growth":24486,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/github_agent_tool/20261017_093730_training.jsonl"},{"agent_id":"default_identity_manager","memories_analyzed":432,"patterns_extracted":8,"promoted_to_ltm":10,"duration_seconds":"396.091779947280883789","top_insight":"Success rate: 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (424). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (366). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (214). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"automindx_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (213). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","parameter":"dream_frequency","recommendation":"High STM volume (212). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"health_auditor_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"agint_soul_of_mindx","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (254). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (212). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (211). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (428). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (432). 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godel_core_choice(212)","top_score":"0.372540736550198093","stm_bytes_before":969177,"stm_bytes_after":969177,"stm_bytes_freed":0,"ltm_bytes_before":11755956,"ltm_bytes_after":11782238,"ltm_bytes_growth":26282,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261016_221407_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":31,"duration_seconds":"448.185307264328002930","top_insight":"Top processes: godel_core_choice(782), mastermind_strategy_proposal_start(110), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1099,"confidence_distribution":{"low":1055,"high":44},"task_classes_active":["codegen","planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient 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id_manager_address_der","top_score":"0.409966858313036031","stm_bytes_before":322556,"stm_bytes_after":322556,"stm_bytes_freed":0,"ltm_bytes_before":10919546,"ltm_bytes_after":10937133,"ltm_bytes_growth":17587,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261016_135142_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"466.295538187026977539","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(208)","top_score":"0.371223405777768689","stm_bytes_before":960776,"stm_bytes_after":960776,"stm_bytes_freed":0,"ltm_bytes_before":10994423,"ltm_bytes_after":11020357,"ltm_bytes_growth":25934,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261016_155331_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":422,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"610.206384658813476562","top_insight":"Top processes: id_manager_wallet_exists(211), id_manager_address_lookup(210), 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coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":63371484,"stm_bytes_after":63380961,"stm_bytes_freed":0,"ltm_bytes_before":11066258,"ltm_bytes_after":11078787,"ltm_bytes_growth":12529,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261016_161046_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"392.715501785278320312","top_insight":"Top processes: godel_core_choice(665), ollama_model_discovered(308), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"agint_soul_of_mindx","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (252). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (209). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (208). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (422). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (426). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1134,"confidence_distribution":{"low":1090,"high":44},"task_classes_active":["codegen","planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient 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100.0%","top_score":"3.000434077479318340","stm_bytes_before":2121547,"stm_bytes_after":2121547,"stm_bytes_freed":0,"ltm_bytes_before":16205780,"ltm_bytes_after":16232659,"ltm_bytes_growth":26879,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261016_015340_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":418,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1277.100627660751342773","top_insight":"Top processes: id_manager_wallet_exists(209), id_manager_address_lookup(208), 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10891524,"stm_bytes_after":10891524,"stm_bytes_freed":0,"ltm_bytes_before":13379327,"ltm_bytes_after":13403050,"ltm_bytes_growth":23723,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261016_024814_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":211,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"512.315649271011352539","top_insight":"Top processes: guardian_initialization(211)","top_score":"0.372213737748600282","stm_bytes_before":199902,"stm_bytes_after":199902,"stm_bytes_freed":0,"ltm_bytes_before":11454970,"ltm_bytes_after":11474261,"ltm_bytes_growth":19291,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261016_025344_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"792.903152465820312500","top_insight":"Top processes: godel_core_choice(750), 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":27802050,"stm_bytes_after":27805097,"stm_bytes_freed":0,"ltm_bytes_before":13073863,"ltm_bytes_after":13098153,"ltm_bytes_growth":24290,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261016_031555_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":210,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"382.828706741333007812","top_insight":"Top processes: automindx_get_persona(210)","top_score":"0.371885192847630885","stm_bytes_before":203857,"stm_bytes_after":203857,"stm_bytes_freed":0,"ltm_bytes_before":11111575,"ltm_bytes_after":11130885,"ltm_bytes_growth":19310,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261016_032212_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":209,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1400.015762090682983398","top_insight":"Top processes: 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100.0%","top_score":"3.000434077479318340","stm_bytes_before":2121547,"stm_bytes_after":2121547,"stm_bytes_freed":0,"ltm_bytes_before":16176390,"ltm_bytes_after":16201568,"ltm_bytes_growth":25178,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261015_220553_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":416,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1315.922773122787475586","top_insight":"Top processes: id_manager_wallet_exists(208), id_manager_address_lookup(207), 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guardian_initialization(210)","top_score":"0.371885192847630885","stm_bytes_before":199421,"stm_bytes_after":199421,"stm_bytes_freed":0,"ltm_bytes_before":11436565,"ltm_bytes_after":11452834,"ltm_bytes_growth":16269,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261015_231152_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"243.916014432907104492","top_insight":"Top processes: godel_core_choice(750), 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automindx_get_persona(209)","top_score":"0.371555087157427133","stm_bytes_before":203387,"stm_bytes_after":203387,"stm_bytes_freed":0,"ltm_bytes_before":11091734,"ltm_bytes_after":11108739,"ltm_bytes_growth":17005,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261015_232506_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":208,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"233.913366079330444336","top_insight":"Top processes: godel_core_choice(208)","top_score":"0.371223405777768689","stm_bytes_before":958328,"stm_bytes_after":958328,"stm_bytes_freed":0,"ltm_bytes_before":11663001,"ltm_bytes_after":11686390,"ltm_bytes_growth":23389,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261015_232911_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":31,"duration_seconds":"487.064671277999877930","top_insight":"Top processes: godel_core_choice(767), mastermind_strategy_proposal_start(117), 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godel_core_choice(207)","top_score":"0.370890133594041937","stm_bytes_before":957694,"stm_bytes_after":957694,"stm_bytes_freed":0,"ltm_bytes_before":10933569,"ltm_bytes_after":10956547,"ltm_bytes_growth":22978,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261016_004146_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":420,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"233.193369150161743164","top_insight":"Top processes: id_manager_wallet_exists(210), id_manager_address_lookup(209), id_manager_address_der","top_score":"0.419885135333706916","stm_bytes_before":505071,"stm_bytes_after":505071,"stm_bytes_freed":0,"ltm_bytes_before":11732022,"ltm_bytes_after":11751964,"ltm_bytes_growth":19942,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_coordinator_agent_main/20261016_004423_training.jsonl"},{"agent_id":"coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"212.698403596878051758","top_insight":"Top processes: 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (412). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (360). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (208). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"automindx_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (207). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","parameter":"dream_frequency","recommendation":"High STM volume (206). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"health_auditor_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"agint_soul_of_mindx","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (250). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (206). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","parameter":"dream_frequency","recommendation":"High STM volume (205). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (416). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (420). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"bdi_agent_mastermind_strategy_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1215,"confidence_distribution":{"low":1171,"high":44},"task_classes_active":["codegen","planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient 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yet","priority":3}]},"cross_agent_patterns":{"success":5,"behavioral":131,"performance":24,"failure":3},"diagnostic":{"stm_bytes_before":2043214254,"stm_bytes_after":2043238927,"stm_bytes_freed":0,"ltm_bytes_before":318423357,"ltm_bytes_after":318898688,"ltm_bytes_growth":475331,"archive_bytes_after":1387208405,"compression_ratio":0.0,"training_examples_written":163,"evolution_proposals_written":72},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"216.457003116607666016","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":2121547,"stm_bytes_after":2121547,"stm_bytes_freed":0,"ltm_bytes_before":16119793,"ltm_bytes_after":16141902,"ltm_bytes_growth":22109,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261015_152411_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":412,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"667.093884229660034180","top_insight":"Top processes: id_manager_wallet_exists(206), id_manager_address_lookup(205), id_manager_address_der","top_score":"0.418552008265024256","stm_bytes_before":488299,"stm_bytes_after":488299,"stm_bytes_freed":0,"ltm_bytes_before":13700678,"ltm_bytes_after":13718544,"ltm_bytes_growth":17866,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261015_152737_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":360,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"455.131703376770019531","top_insight":"Top processes: id_manager_wallet_exists(180), id_manager_address_lookup(179), id_manager_address_der","top_score":"0.409201152304905336","stm_bytes_before":320190,"stm_bytes_after":320190,"stm_bytes_freed":0,"ltm_bytes_before":10840629,"ltm_bytes_after":10858711,"ltm_bytes_growth":18082,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261015_153844_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"321.684554576873779297","top_insight":"Dominant memory type: system_state (1000 occurrences)","top_score":"0.480069452396691021","stm_bytes_before":4633865,"stm_bytes_after":4633865,"stm_bytes_freed":0,"ltm_bytes_before":15602160,"ltm_bytes_after":15622920,"ltm_bytes_growth":20760,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/startup_agent/20261015_154629_training.jsonl"},{"agent_id":"mindXagent.mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"475.300031661987304688","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10824725,"stm_bytes_after":10828333,"stm_bytes_freed":0,"ltm_bytes_before":13328342,"ltm_bytes_after":13348454,"ltm_bytes_growth":20112,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261015_155144_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":208,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"581.801176548004150391","top_insight":"Top processes: guardian_initialization(208)","top_score":"0.371223405777768689","stm_bytes_before":198459,"stm_bytes_after":198459,"stm_bytes_freed":0,"ltm_bytes_before":11417372,"ltm_bytes_after":11430869,"ltm_bytes_growth":13497,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261015_155936_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"187.598957300186157227","top_insight":"Top processes: godel_core_choice(750), heartbeat_dialogue(250)","top_score":"0.480069452396691021","stm_bytes_before":9284544,"stm_bytes_after":9284544,"stm_bytes_freed":0,"ltm_bytes_before":13680950,"ltm_bytes_after":13701252,"ltm_bytes_growth":20302,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261015_160923_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"88.038491249084472656","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":27665626,"stm_bytes_after":27665626,"stm_bytes_freed":0,"ltm_bytes_before":13020820,"ltm_bytes_after":13041677,"ltm_bytes_growth":20857,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261015_161239_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":207,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"180.219874382019042969","top_insight":"Top processes: automindx_get_persona(207)","top_score":"0.370890133594041937","stm_bytes_before":202447,"stm_bytes_after":202447,"stm_bytes_freed":0,"ltm_bytes_before":11071362,"ltm_bytes_after":11086062,"ltm_bytes_growth":14700,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261015_161404_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":206,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"181.778749465942382812","top_insight":"Top processes: godel_core_choice(206)","top_score":"0.370555255273106843","stm_bytes_before":952216,"stm_bytes_after":952216,"stm_bytes_freed":0,"ltm_bytes_before":11636145,"ltm_bytes_after":11657201,"ltm_bytes_growth":21056,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261015_161700_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":31,"duration_seconds":"348.300267934799194336","top_insight":"Top processes: godel_core_choice(760), mastermind_strategy_proposal_start(121), mastermind_strategy_","top_score":"0.480069452396691021","stm_bytes_before":11390046,"stm_bytes_after":11390046,"stm_bytes_freed":0,"ltm_bytes_before":22365789,"ltm_bytes_after":22368926,"ltm_bytes_growth":3137,"compression_ratio":0.0,"training_examples":10,"training_file":"data/memory/ltm/mastermind_prime/20261015_162012_training.jsonl"},{"agent_id":"health_auditor_tool","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"207.083230733871459961","top_insight":"Top processes: health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":9939943,"stm_bytes_after":9939943,"stm_bytes_freed":0,"ltm_bytes_before":12400944,"ltm_bytes_after":12423347,"ltm_bytes_growth":22403,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261015_162557_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":21,"duration_seconds":"412.587186813354492188","top_insight":"Success rate: 28.7%","top_score":"0.862193700425091469","stm_bytes_before":8227250,"stm_bytes_after":8227250,"stm_bytes_freed":0,"ltm_bytes_before":17968477,"ltm_bytes_after":17994819,"ltm_bytes_growth":26342,"compression_ratio":0.0,"training_examples":11,"training_file":"data/memory/ltm/agint_soul_of_mindx/20261015_162921_training.jsonl"},{"agent_id":"machine_dreaming","memories_analyzed":250,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"343.667326927185058594","top_insight":"Top processes: machine_dream_cycle(250)","top_score":"0.383947795436966055","stm_bytes_before":355706,"stm_bytes_after":355706,"stm_bytes_freed":0,"ltm_bytes_before":11145089,"ltm_bytes_after":11160853,"ltm_bytes_growth":15764,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/machine_dreaming/20261015_163612_training.jsonl"},{"agent_id":"main_service","memories_analyzed":206,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"545.120058059692382812","top_insight":"Top 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8447108,"stm_bytes_after":8447726,"stm_bytes_freed":0,"ltm_bytes_before":11597672,"ltm_bytes_after":11615555,"ltm_bytes_growth":17883,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261015_165105_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":205,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"394.885296583175659180","top_insight":"Top processes: godel_core_choice(205)","top_score":"0.370218755259064614","stm_bytes_before":951541,"stm_bytes_after":951541,"stm_bytes_freed":0,"ltm_bytes_before":10907181,"ltm_bytes_after":10927713,"ltm_bytes_growth":20532,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261015_165824_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":416,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"262.983394384384155273","top_insight":"Top processes: id_manager_wallet_exists(208), id_manager_address_lookup(207), 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yet","priority":3}]},"cross_agent_patterns":{"success":5,"behavioral":131,"performance":24,"failure":3},"diagnostic":{"stm_bytes_before":2042111304,"stm_bytes_after":2042111304,"stm_bytes_freed":0,"ltm_bytes_before":317753446,"ltm_bytes_after":318187518,"ltm_bytes_growth":434072,"archive_bytes_after":1387208405,"compression_ratio":0.0,"training_examples_written":163,"evolution_proposals_written":72},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"3170.332492113113403320","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":2121547,"stm_bytes_after":2121547,"stm_bytes_freed":0,"ltm_bytes_before":16082795,"ltm_bytes_after":16105753,"ltm_bytes_growth":22958,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261015_042511_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":412,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"475.885242223739624023","top_insight":"Top processes: id_manager_wallet_exists(206), id_manager_address_lookup(205), id_manager_address_der","top_score":"0.418552008265024256","stm_bytes_before":488299,"stm_bytes_after":488299,"stm_bytes_freed":0,"ltm_bytes_before":13674802,"ltm_bytes_after":13692668,"ltm_bytes_growth":17866,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261015_051801_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":360,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"378.398222923278808594","top_insight":"Top processes: id_manager_wallet_exists(180), id_manager_address_lookup(179), id_manager_address_der","top_score":"0.409201152304905336","stm_bytes_before":320190,"stm_bytes_after":320190,"stm_bytes_freed":0,"ltm_bytes_before":10814537,"ltm_bytes_after":10832619,"ltm_bytes_growth":18082,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261015_052554_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"323.115360498428344727","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10763392,"stm_bytes_after":10763392,"stm_bytes_freed":0,"ltm_bytes_before":13299517,"ltm_bytes_after":13320125,"ltm_bytes_growth":20608,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261015_053741_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":208,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"141.075406789779663086","top_insight":"Top processes: guardian_initialization(208)","top_score":"0.371223405777768689","stm_bytes_before":198459,"stm_bytes_after":198459,"stm_bytes_freed":0,"ltm_bytes_before":11395119,"ltm_bytes_after":11409540,"ltm_bytes_growth":14421,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261015_054001_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"209.630390882492065430","top_insight":"Top processes: godel_core_choice(751), heartbeat_dialogue(249)","top_score":"0.480069452396691021","stm_bytes_before":9259204,"stm_bytes_after":9259204,"stm_bytes_freed":0,"ltm_bytes_before":13651058,"ltm_bytes_after":13672990,"ltm_bytes_growth":21932,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261015_054224_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"185.501656532287597656","top_insight":"Top processes: 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automindx_get_persona(207)","top_score":"0.370890133594041937","stm_bytes_before":202447,"stm_bytes_after":202447,"stm_bytes_freed":0,"ltm_bytes_before":11049572,"ltm_bytes_after":11064272,"ltm_bytes_growth":14700,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261015_054900_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":206,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"293.126558065414428711","top_insight":"Top processes: godel_core_choice(206)","top_score":"0.370555255273106843","stm_bytes_before":952216,"stm_bytes_after":952216,"stm_bytes_freed":0,"ltm_bytes_before":11607839,"ltm_bytes_after":11628895,"ltm_bytes_growth":21056,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261015_055341_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":31,"duration_seconds":"437.866630315780639648","top_insight":"Top processes: godel_core_choice(752), mastermind_strategy_proposal_start(125), 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8434308,"stm_bytes_after":8434308,"stm_bytes_freed":0,"ltm_bytes_before":11570058,"ltm_bytes_after":11589444,"ltm_bytes_growth":19386,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261015_061920_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":205,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"345.157623529434204102","top_insight":"Top processes: godel_core_choice(205)","top_score":"0.370218755259064614","stm_bytes_before":951541,"stm_bytes_after":951541,"stm_bytes_freed":0,"ltm_bytes_before":10878109,"ltm_bytes_after":10899129,"ltm_bytes_growth":21020,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261015_062240_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":416,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"476.764093399047851562","top_insight":"Top processes: id_manager_wallet_exists(208), id_manager_address_lookup(207), 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id_manager_address_der","top_score":"0.418552008265024256","stm_bytes_before":488299,"stm_bytes_after":488299,"stm_bytes_freed":0,"ltm_bytes_before":13622755,"ltm_bytes_after":13639609,"ltm_bytes_growth":16854,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261014_083053_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":360,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"224.121888160705566406","top_insight":"Top processes: id_manager_wallet_exists(180), id_manager_address_lookup(179), 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guardian_initialization(208)","top_score":"0.371223405777768689","stm_bytes_before":198459,"stm_bytes_after":198459,"stm_bytes_freed":0,"ltm_bytes_before":11353423,"ltm_bytes_after":11366458,"ltm_bytes_growth":13035,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261014_084332_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"233.320128440856933594","top_insight":"Top processes: godel_core_choice(751), 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godel_core_choice(206)","top_score":"0.370555255273106843","stm_bytes_before":952216,"stm_bytes_after":952216,"stm_bytes_freed":0,"ltm_bytes_before":11550502,"ltm_bytes_after":11571077,"ltm_bytes_growth":20575,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261014_085728_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":31,"duration_seconds":"155.681756973266601562","top_insight":"Top processes: godel_core_choice(735), mastermind_strategy_proposal_start(133), 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8418424,"stm_bytes_after":8418424,"stm_bytes_freed":0,"ltm_bytes_before":11515652,"ltm_bytes_after":11535174,"ltm_bytes_growth":19522,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261014_093022_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":205,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"201.785372734069824219","top_insight":"Top processes: godel_core_choice(205)","top_score":"0.370218755259064614","stm_bytes_before":951541,"stm_bytes_after":951541,"stm_bytes_freed":0,"ltm_bytes_before":10819721,"ltm_bytes_after":10841961,"ltm_bytes_growth":22240,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261014_093429_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":416,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"204.131218433380126953","top_insight":"Top processes: id_manager_wallet_exists(208), id_manager_address_lookup(207), 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coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":61996304,"stm_bytes_after":61996304,"stm_bytes_freed":0,"ltm_bytes_before":10936132,"ltm_bytes_after":10950685,"ltm_bytes_growth":14553,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261014_094136_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"432.462083339691162109","top_insight":"Top processes: godel_core_choice(598), ollama_model_discovered(373), 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github_backup_created(1000)","top_score":"0.480069452396691021","stm_bytes_before":1473117,"stm_bytes_after":1473117,"stm_bytes_freed":0,"ltm_bytes_before":7724921,"ltm_bytes_after":7745673,"ltm_bytes_growth":20752,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/github_agent_tool/20261014_101029_training.jsonl"},{"agent_id":"default_identity_manager","memories_analyzed":420,"patterns_extracted":8,"promoted_to_ltm":10,"duration_seconds":"276.777183771133422852","top_insight":"Success rate: 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (412). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (360). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (208). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1334,"confidence_distribution":{"low":1290,"high":44},"task_classes_active":["codegen","planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=codegen: only 0 outcomes seen — insufficient 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yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":2039226993,"stm_bytes_after":2039235419,"stm_bytes_freed":0,"ltm_bytes_before":315752710,"ltm_bytes_after":316172099,"ltm_bytes_growth":419389,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"280.308035612106323242","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":2121547,"stm_bytes_after":2121547,"stm_bytes_freed":0,"ltm_bytes_before":15973760,"ltm_bytes_after":15995314,"ltm_bytes_growth":21554,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261013_201926_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":412,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"330.114779233932495117","top_insight":"Top processes: id_manager_wallet_exists(206), id_manager_address_lookup(205), 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10576153,"stm_bytes_after":10579752,"stm_bytes_freed":0,"ltm_bytes_before":13213712,"ltm_bytes_after":13234397,"ltm_bytes_growth":20685,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261013_203756_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":208,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"703.904605865478515625","top_insight":"Top processes: guardian_initialization(208)","top_score":"0.371223405777768689","stm_bytes_before":198459,"stm_bytes_after":198459,"stm_bytes_freed":0,"ltm_bytes_before":11330920,"ltm_bytes_after":11344879,"ltm_bytes_growth":13959,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261013_204740_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"213.286300659179687500","top_insight":"Top processes: godel_core_choice(767), heartbeat_dialogue(233)","top_score":"0.480069452396691021","stm_bytes_before":9024156,"stm_bytes_after":9024156,"stm_bytes_freed":0,"ltm_bytes_before":13564274,"ltm_bytes_after":13584815,"ltm_bytes_growth":20541,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261013_205928_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"333.490896701812744141","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":27174268,"stm_bytes_after":27174268,"stm_bytes_freed":0,"ltm_bytes_before":12904877,"ltm_bytes_after":12925734,"ltm_bytes_growth":20857,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261013_210311_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":207,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1195.239535093307495117","top_insight":"Top processes: automindx_get_persona(207)","top_score":"0.370890133594041937","stm_bytes_before":202447,"stm_bytes_after":202447,"stm_bytes_freed":0,"ltm_bytes_before":10982536,"ltm_bytes_after":10997236,"ltm_bytes_growth":14700,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261013_210834_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":206,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1257.310841083526611328","top_insight":"Top processes: godel_core_choice(206)","top_score":"0.370555255273106843","stm_bytes_before":952216,"stm_bytes_after":952216,"stm_bytes_freed":0,"ltm_bytes_before":11521227,"ltm_bytes_after":11542527,"ltm_bytes_growth":21300,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261013_212855_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":35,"duration_seconds":"4758.412884473800659180","top_insight":"Top processes: godel_core_choice(728), mastermind_strategy_proposal_start(137), 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health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":9804125,"stm_bytes_after":9804125,"stm_bytes_freed":0,"ltm_bytes_before":12282685,"ltm_bytes_after":12303791,"ltm_bytes_growth":21106,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261013_230850_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":25,"duration_seconds":"290.280893564224243164","top_insight":"Success rate: 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":8409283,"stm_bytes_after":8409283,"stm_bytes_freed":0,"ltm_bytes_before":11489678,"ltm_bytes_after":11508155,"ltm_bytes_growth":18477,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261013_232339_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":205,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"180.174085140228271484","top_insight":"Top processes: 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (412). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (360). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (208). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (416). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (420). 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godel_core_choice(204)","top_score":"0.369880617768920728","stm_bytes_before":948011,"stm_bytes_after":948011,"stm_bytes_freed":0,"ltm_bytes_before":10735645,"ltm_bytes_after":10754363,"ltm_bytes_growth":18718,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261013_000232_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":416,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"452.299943923950195312","top_insight":"Top processes: id_manager_wallet_exists(208), id_manager_address_lookup(207), 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100.0%","top_score":"3.000434077479318340","stm_bytes_before":2117032,"stm_bytes_after":2117032,"stm_bytes_freed":0,"ltm_bytes_before":15742734,"ltm_bytes_after":15764474,"ltm_bytes_growth":21740,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261011_222956_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":406,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"228.776747226715087891","top_insight":"Top processes: id_manager_wallet_exists(203), id_manager_address_lookup(202), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1443,"confidence_distribution":{"low":1443},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain 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id_manager_address_der","top_score":"0.417535105476035173","stm_bytes_before":484813,"stm_bytes_after":484813,"stm_bytes_freed":0,"ltm_bytes_before":13393803,"ltm_bytes_after":13411162,"ltm_bytes_growth":17359,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261011_125458_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":358,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"255.396631240844726562","top_insight":"Top processes: id_manager_wallet_exists(179), id_manager_address_lookup(178), id_manager_address_der","top_score":"0.408815111772531103","stm_bytes_before":319007,"stm_bytes_after":319007,"stm_bytes_freed":0,"ltm_bytes_before":10555086,"ltm_bytes_after":10573458,"ltm_bytes_growth":18372,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261011_125743_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"239.194944620132446289","top_insight":"Dominant memory type: system_state (1000 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guardian_initialization(205)","top_score":"0.370218755259064614","stm_bytes_before":197016,"stm_bytes_after":197016,"stm_bytes_freed":0,"ltm_bytes_before":11202947,"ltm_bytes_after":11216437,"ltm_bytes_growth":13490,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261011_130841_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"190.818596363067626953","top_insight":"Top processes: godel_core_choice(785), 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automindx_get_persona(204)","top_score":"0.369880617768920728","stm_bytes_before":201037,"stm_bytes_after":201037,"stm_bytes_freed":0,"ltm_bytes_before":10870521,"ltm_bytes_after":10884753,"ltm_bytes_growth":14232,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261011_131756_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":203,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"157.089981794357299805","top_insight":"Top processes: godel_core_choice(203)","top_score":"0.369540826788143817","stm_bytes_before":941244,"stm_bytes_after":941244,"stm_bytes_freed":0,"ltm_bytes_before":11377032,"ltm_bytes_after":11397456,"ltm_bytes_growth":20424,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261011_132143_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":36,"duration_seconds":"269.505994558334350586","top_insight":"Top processes: godel_core_choice(675), mastermind_strategy_proposal_start(163), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"automindx_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (204). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","parameter":"dream_frequency","recommendation":"High STM volume (203). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"health_auditor_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (410). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (414). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1471,"confidence_distribution":{"low":1471},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":2033502704,"stm_bytes_after":2033510928,"stm_bytes_freed":0,"ltm_bytes_before":310650313,"ltm_bytes_after":311107085,"ltm_bytes_growth":456772,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"857.587983131408691406","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":2107090,"stm_bytes_after":2107090,"stm_bytes_freed":0,"ltm_bytes_before":15632146,"ltm_bytes_after":15655578,"ltm_bytes_growth":23432,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261010_134620_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":406,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"648.377152919769287109","top_insight":"Top processes: id_manager_wallet_exists(203), id_manager_address_lookup(202), id_manager_address_der","top_score":"0.417535105476035173","stm_bytes_before":484813,"stm_bytes_after":484813,"stm_bytes_freed":0,"ltm_bytes_before":13339967,"ltm_bytes_after":13358338,"ltm_bytes_growth":18371,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261010_140043_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":356,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"945.706073284149169922","top_insight":"Top processes: id_manager_wallet_exists(178), id_manager_address_lookup(177), id_manager_address_der","top_score":"0.408426914577950939","stm_bytes_before":317824,"stm_bytes_after":319007,"stm_bytes_freed":0,"ltm_bytes_before":10500755,"ltm_bytes_after":10519342,"ltm_bytes_growth":18587,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261010_141117_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"551.900226593017578125","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":10157288,"stm_bytes_after":10157288,"stm_bytes_freed":0,"ltm_bytes_before":12982854,"ltm_bytes_after":13003757,"ltm_bytes_growth":20903,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261010_143623_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":205,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"200.104658365249633789","top_insight":"Top processes: guardian_initialization(205)","top_score":"0.370218755259064614","stm_bytes_before":197016,"stm_bytes_after":197016,"stm_bytes_freed":0,"ltm_bytes_before":11157766,"ltm_bytes_after":11172180,"ltm_bytes_growth":14414,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261010_144606_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"273.224405527114868164","top_insight":"Top processes: godel_core_choice(784), heartbeat_dialogue(216)","top_score":"0.480069452396691021","stm_bytes_before":8837897,"stm_bytes_after":8837897,"stm_bytes_freed":0,"ltm_bytes_before":13335570,"ltm_bytes_after":13357646,"ltm_bytes_growth":22076,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261010_144930_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"320.133325815200805664","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":26324036,"stm_bytes_after":26324036,"stm_bytes_freed":0,"ltm_bytes_before":12695066,"ltm_bytes_after":12716157,"ltm_bytes_growth":21091,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261010_145414_training.jsonl"},{"agent_id":"automindx_agent_main","memories_analyzed":204,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"256.430316209793090820","top_insight":"Top processes: automindx_get_persona(204)","top_score":"0.369880617768920728","stm_bytes_before":201037,"stm_bytes_after":201037,"stm_bytes_freed":0,"ltm_bytes_before":10824637,"ltm_bytes_after":10839791,"ltm_bytes_growth":15154,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261010_145930_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":203,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"421.810768604278564453","top_insight":"Top processes: godel_core_choice(203)","top_score":"0.369540826788143817","stm_bytes_before":941244,"stm_bytes_after":941244,"stm_bytes_freed":0,"ltm_bytes_before":11317851,"ltm_bytes_after":11339718,"ltm_bytes_growth":21867,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261010_150345_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":34,"duration_seconds":"454.188811540603637695","top_insight":"Top processes: godel_core_choice(673), mastermind_strategy_proposal_start(164), 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godel_core_choice(201)","top_score":"0.368856219111459882","stm_bytes_before":936976,"stm_bytes_after":936976,"stm_bytes_freed":0,"ltm_bytes_before":10587416,"ltm_bytes_after":10608923,"ltm_bytes_growth":21507,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261010_160052_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":410,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"299.956012010574340820","top_insight":"Top processes: id_manager_wallet_exists(205), id_manager_address_lookup(204), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_mastermind_prime","parameter":"dream_frequency","recommendation":"High STM volume (404). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (356). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"startup_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindXagent.mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"guardian_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (204). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_heartbeat","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"agint_soul_of_mindx","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"agint_soul_of_mindx","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (238). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (202). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (408). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (412). 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100.0%","top_score":"3.000434077479318340","stm_bytes_before":1932121,"stm_bytes_after":1933447,"stm_bytes_freed":0,"ltm_bytes_before":15484438,"ltm_bytes_after":15499863,"ltm_bytes_growth":15425,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261008_185218_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":567,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"305.628052949905395508","top_insight":"Top processes: id_manager_wallet_exists(283), id_manager_address_lookup(282), 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guardian_initialization(285)","top_score":"0.393018565300646883","stm_bytes_before":195573,"stm_bytes_after":195573,"stm_bytes_freed":0,"ltm_bytes_before":11087542,"ltm_bytes_after":11096012,"ltm_bytes_growth":8470,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261008_193054_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"1391.214891195297241211","top_insight":"Top processes: godel_core_choice(781), 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automindx_get_persona(284)","top_score":"0.392775177601361714","stm_bytes_before":199627,"stm_bytes_after":199627,"stm_bytes_freed":0,"ltm_bytes_before":10751559,"ltm_bytes_after":10760330,"ltm_bytes_growth":8771,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261008_200614_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":200,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"287.497093439102172852","top_insight":"Top processes: godel_core_choice(200)","top_score":"0.368511369187278226","stm_bytes_before":931485,"stm_bytes_after":931485,"stm_bytes_freed":0,"ltm_bytes_before":11219418,"ltm_bytes_after":11234759,"ltm_bytes_growth":15341,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261008_201214_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":22,"duration_seconds":"917.520750999450683594","top_insight":"Top processes: godel_core_choice(644), mastermind_strategy_proposal_start(179), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1178,"confidence_distribution":{"low":1177,"high":1},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to 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heartbeat_dialogue(218)","top_score":"0.480069452396691021","stm_bytes_before":8737037,"stm_bytes_after":8737037,"stm_bytes_freed":0,"ltm_bytes_before":13206060,"ltm_bytes_after":13224642,"ltm_bytes_growth":18582,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261008_001329_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"397.704970121383666992","top_insight":"Top processes: 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automindx_get_persona(284)","top_score":"0.392775177601361714","stm_bytes_before":199627,"stm_bytes_after":199627,"stm_bytes_freed":0,"ltm_bytes_before":10725938,"ltm_bytes_after":10739523,"ltm_bytes_growth":13585,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261008_002707_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":200,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"637.512311220169067383","top_insight":"Top processes: godel_core_choice(200)","top_score":"0.368511369187278226","stm_bytes_before":931485,"stm_bytes_after":931485,"stm_bytes_freed":0,"ltm_bytes_before":11188443,"ltm_bytes_after":11207110,"ltm_bytes_growth":18667,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261008_003425_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":22,"duration_seconds":"1866.499034166336059570","top_insight":"Top processes: godel_core_choice(628), mastermind_strategy_proposal_start(187), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1240,"confidence_distribution":{"low":1239,"high":1},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":2013087350,"stm_bytes_after":2013094620,"stm_bytes_freed":0,"ltm_bytes_before":305738257,"ltm_bytes_after":306357855,"ltm_bytes_growth":619598,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"490.377273082733154297","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":1822096,"stm_bytes_after":1822096,"stm_bytes_freed":0,"ltm_bytes_before":15323526,"ltm_bytes_after":15352700,"ltm_bytes_growth":29174,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261006_214722_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"177.098551273345947266","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(498), id_manager_address_der","top_score":"0.480069452396691021","stm_bytes_before":479003,"stm_bytes_after":479003,"stm_bytes_freed":0,"ltm_bytes_before":13131622,"ltm_bytes_after":13155822,"ltm_bytes_growth":24200,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261006_215530_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":348,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"188.818626165390014648","top_insight":"Top processes: id_manager_wallet_exists(174), id_manager_address_lookup(173), id_manager_address_der","top_score":"0.406852068313468818","stm_bytes_before":313092,"stm_bytes_after":313092,"stm_bytes_freed":0,"ltm_bytes_before":10292047,"ltm_bytes_after":10316238,"ltm_bytes_growth":24191,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261006_215825_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"217.678959131240844727","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":9895509,"stm_bytes_after":9895509,"stm_bytes_freed":0,"ltm_bytes_before":12756693,"ltm_bytes_after":12783254,"ltm_bytes_growth":26561,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261006_220531_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"508.702368736267089844","top_insight":"Top processes: guardian_initialization(1000)","top_score":"0.480069452396691021","stm_bytes_before":194611,"stm_bytes_after":194611,"stm_bytes_freed":0,"ltm_bytes_before":10989327,"ltm_bytes_after":11008877,"ltm_bytes_growth":19550,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261006_220830_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"230.978028774261474609","top_insight":"Top processes: godel_core_choice(785), 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":23829026,"stm_bytes_after":23836296,"stm_bytes_freed":0,"ltm_bytes_before":12464264,"ltm_bytes_after":12491229,"ltm_bytes_growth":26965,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261006_222057_training.jsonl"},{"agent_id":"agenticplace","memories_analyzed":1,"patterns_extracted":0,"promoted_to_ltm":0,"duration_seconds":"0.035853862762451172","top_insight":null,"top_score":null,"stm_bytes_before":0,"stm_bytes_after":0,"stm_bytes_freed":0,"ltm_bytes_before":0,"ltm_bytes_after":0,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":0,"training_file":""},{"agent_id":"automindx_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"363.602857828140258789","top_insight":"Top processes: automindx_get_persona(1000)","top_score":"0.480069452396691021","stm_bytes_before":198687,"stm_bytes_after":198687,"stm_bytes_freed":0,"ltm_bytes_before":10649822,"ltm_bytes_after":10670097,"ltm_bytes_growth":20275,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261006_223228_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":198,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"219.993467807769775391","top_insight":"Top processes: godel_core_choice(198)","top_score":"0.367816492225553071","stm_bytes_before":925372,"stm_bytes_after":925372,"stm_bytes_freed":0,"ltm_bytes_before":11091401,"ltm_bytes_after":11118378,"ltm_bytes_growth":26977,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261006_223828_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":33,"duration_seconds":"327.907298564910888672","top_insight":"Top processes: godel_core_choice(607), mastermind_strategy_proposal_start(197), 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health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":9311419,"stm_bytes_after":9311419,"stm_bytes_freed":0,"ltm_bytes_before":11850886,"ltm_bytes_after":11878836,"ltm_bytes_growth":27950,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261006_224743_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":17,"duration_seconds":"385.555552482604980469","top_insight":"Success rate: 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godel_core_choice(196)","top_score":"0.367114596185854958","stm_bytes_before":920998,"stm_bytes_after":920998,"stm_bytes_freed":0,"ltm_bytes_before":10385639,"ltm_bytes_after":10413556,"ltm_bytes_growth":27917,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261006_234548_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"465.509263753890991211","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(499), 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coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":57327662,"stm_bytes_after":57327662,"stm_bytes_freed":0,"ltm_bytes_before":10603718,"ltm_bytes_after":10623334,"ltm_bytes_growth":19616,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261007_000254_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"226.501757621765136719","top_insight":"Top processes: godel_core_choice(566), ollama_model_discovered(397), 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godel_core_choice(196)","top_score":"0.367114596185854958","stm_bytes_before":920998,"stm_bytes_after":920998,"stm_bytes_freed":0,"ltm_bytes_before":10316539,"ltm_bytes_after":10343719,"ltm_bytes_growth":27180,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261006_032946_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"235.195421695709228516","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(499), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1314,"confidence_distribution":{"low":1313,"high":1},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":1999388236,"stm_bytes_after":1999390178,"stm_bytes_freed":0,"ltm_bytes_before":299358285,"ltm_bytes_after":299946101,"ltm_bytes_growth":587816,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"477.102945089340209961","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":1670991,"stm_bytes_after":1670991,"stm_bytes_freed":0,"ltm_bytes_before":15009338,"ltm_bytes_after":15035617,"ltm_bytes_growth":26279,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20261004_020100_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"327.896863222122192383","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(498), id_manager_address_der","top_score":"0.480069452396691021","stm_bytes_before":475517,"stm_bytes_after":475517,"stm_bytes_freed":0,"ltm_bytes_before":12883304,"ltm_bytes_after":12905892,"ltm_bytes_growth":22588,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261004_020852_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":342,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"260.112693071365356445","top_insight":"Top processes: id_manager_wallet_exists(171), id_manager_address_lookup(170), id_manager_address_der","top_score":"0.405647059206843241","stm_bytes_before":309543,"stm_bytes_after":309543,"stm_bytes_freed":0,"ltm_bytes_before":10043130,"ltm_bytes_after":10066301,"ltm_bytes_growth":23171,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261004_021418_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"235.703268527984619141","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":9546274,"stm_bytes_after":9546274,"stm_bytes_freed":0,"ltm_bytes_before":12492835,"ltm_bytes_after":12519154,"ltm_bytes_growth":26319,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20261004_022238_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"233.807546854019165039","top_insight":"Top processes: guardian_initialization(1000)","top_score":"0.480069452396691021","stm_bytes_before":193168,"stm_bytes_after":193168,"stm_bytes_freed":0,"ltm_bytes_before":10784405,"ltm_bytes_after":10803028,"ltm_bytes_growth":18623,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20261004_022547_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"235.823922872543334961","top_insight":"Top processes: godel_core_choice(784), heartbeat_dialogue(216)","top_score":"0.480069452396691021","stm_bytes_before":8589941,"stm_bytes_after":8589941,"stm_bytes_freed":0,"ltm_bytes_before":12848622,"ltm_bytes_after":12874023,"ltm_bytes_growth":25401,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261004_022945_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"235.786565780639648438","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":22105445,"stm_bytes_after":22105445,"stm_bytes_freed":0,"ltm_bytes_before":12196362,"ltm_bytes_after":12222310,"ltm_bytes_growth":25948,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20261004_023349_training.jsonl"},{"agent_id":"agenticplace","memories_analyzed":1,"patterns_extracted":0,"promoted_to_ltm":0,"duration_seconds":"0.036119937896728516","top_insight":null,"top_score":null,"stm_bytes_before":0,"stm_bytes_after":0,"stm_bytes_freed":0,"ltm_bytes_before":0,"ltm_bytes_after":0,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":0,"training_file":""},{"agent_id":"automindx_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"191.729774236679077148","top_insight":"Top processes: automindx_get_persona(1000)","top_score":"0.480069452396691021","stm_bytes_before":197277,"stm_bytes_after":197277,"stm_bytes_freed":0,"ltm_bytes_before":10439288,"ltm_bytes_after":10458639,"ltm_bytes_growth":19351,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261004_023737_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":195,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"229.296790599822998047","top_insight":"Top processes: godel_core_choice(195)","top_score":"0.366760971417036119","stm_bytes_before":914421,"stm_bytes_after":914421,"stm_bytes_freed":0,"ltm_bytes_before":10826200,"ltm_bytes_after":10852212,"ltm_bytes_growth":26012,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261004_024046_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":30,"duration_seconds":"1590.627932310104370117","top_insight":"Top processes: godel_core_choice(542), mastermind_strategy_proposal_start(230), 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health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":9082325,"stm_bytes_after":9082325,"stm_bytes_freed":0,"ltm_bytes_before":11576673,"ltm_bytes_after":11603647,"ltm_bytes_growth":26974,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20261004_031112_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":16,"duration_seconds":"356.878780603408813477","top_insight":"Success rate: 31.4%","top_score":"0.940814075141820139","stm_bytes_before":7620104,"stm_bytes_after":7620104,"stm_bytes_freed":0,"ltm_bytes_before":16787485,"ltm_bytes_after":16819283,"ltm_bytes_growth":31798,"compression_ratio":0.0,"training_examples":11,"training_file":"data/memory/ltm/agint_soul_of_mindx/20261004_031755_training.jsonl"},{"agent_id":"machine_dreaming","memories_analyzed":259,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"191.685853481292724609","top_insight":"Top processes: machine_dream_cycle(259)","top_score":"0.386395735675330920","stm_bytes_before":338052,"stm_bytes_after":338052,"stm_bytes_freed":0,"ltm_bytes_before":10507265,"ltm_bytes_after":10528286,"ltm_bytes_growth":21021,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/machine_dreaming/20261004_032348_training.jsonl"},{"agent_id":"main_service","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"274.873167991638183594","top_insight":"Top 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blueprint_generated(1000)","top_score":"0.480069452396691021","stm_bytes_before":7810128,"stm_bytes_after":7810128,"stm_bytes_freed":0,"ltm_bytes_before":10869671,"ltm_bytes_after":10894146,"ltm_bytes_growth":24475,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent_mindx_v2/20261004_033139_training.jsonl"},{"agent_id":"strategic_evolution_agent.strategic_evolution_agent","memories_analyzed":193,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"194.573017358779907227","top_insight":"Top processes: godel_core_choice(193)","top_score":"0.366048276788836224","stm_bytes_before":909983,"stm_bytes_after":909983,"stm_bytes_freed":0,"ltm_bytes_before":10117880,"ltm_bytes_after":10144560,"ltm_bytes_growth":26680,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261004_033711_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"205.504079341888427734","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(499), 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coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":55014096,"stm_bytes_after":55014096,"stm_bytes_freed":0,"ltm_bytes_before":10393392,"ltm_bytes_after":10413015,"ltm_bytes_growth":19623,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20261004_034409_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"182.608373880386352539","top_insight":"Top processes: ollama_model_discovered(503), godel_core_choice(449), 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godel_core_choice(193)","top_score":"0.366048276788836224","stm_bytes_before":909983,"stm_bytes_after":909983,"stm_bytes_freed":0,"ltm_bytes_before":10058888,"ltm_bytes_after":10080698,"ltm_bytes_growth":21810,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.strategic_evolution_agent/20261003_071450_training.jsonl"},{"agent_id":"id_manager_for_coordinator_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"126.187794208526611328","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(499), 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id_manager_address_der","top_score":"0.405444176968981607","stm_bytes_before":308941,"stm_bytes_after":309543,"stm_bytes_freed":0,"ltm_bytes_before":9915382,"ltm_bytes_after":9937540,"ltm_bytes_growth":22158,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261001_232544_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"592.306765556335449219","top_insight":"Dominant memory type: system_state (1000 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godel_core_choice(195)","top_score":"0.366760971417036119","stm_bytes_before":914421,"stm_bytes_after":914421,"stm_bytes_freed":0,"ltm_bytes_before":10686594,"ltm_bytes_after":10711170,"ltm_bytes_growth":24576,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261002_001822_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":30,"duration_seconds":"347.485594987869262695","top_insight":"Top processes: godel_core_choice(494), mastermind_strategy_proposal_start(254), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"machine_dreaming","parameter":"dream_frequency","recommendation":"High STM volume (253). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"main_service","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"blueprint_agent_mindx_v2","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"id_manager_for_coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"coordinator_agent_main","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx_meta_agent","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (929). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1424,"confidence_distribution":{"low":1424},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain 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id_manager_address_der","top_score":"0.480069452396691021","stm_bytes_before":472031,"stm_bytes_after":472031,"stm_bytes_freed":0,"ltm_bytes_before":12682932,"ltm_bytes_after":12706626,"ltm_bytes_growth":23694,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20261001_183818_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":338,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"649.827825546264648438","top_insight":"Top processes: id_manager_wallet_exists(169), id_manager_address_lookup(168), id_manager_address_der","top_score":"0.404831951712493143","stm_bytes_before":307177,"stm_bytes_after":307177,"stm_bytes_freed":0,"ltm_bytes_before":9866465,"ltm_bytes_after":9890147,"ltm_bytes_growth":23682,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20261001_185346_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"553.102808475494384766","top_insight":"Dominant memory type: system_state (1000 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heartbeat_dialogue(217)","top_score":"0.480069452396691021","stm_bytes_before":8512851,"stm_bytes_after":8512851,"stm_bytes_freed":0,"ltm_bytes_before":12691244,"ltm_bytes_after":12707477,"ltm_bytes_growth":16233,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20261001_192550_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"216.471633434295654297","top_insight":"Top processes: 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automindx_get_persona(1000)","top_score":"0.480069452396691021","stm_bytes_before":195867,"stm_bytes_after":195867,"stm_bytes_freed":0,"ltm_bytes_before":10318136,"ltm_bytes_after":10328292,"ltm_bytes_growth":10156,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20261001_193310_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":192,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"190.194406986236572266","top_insight":"Top processes: godel_core_choice(192)","top_score":"0.365689169441243800","stm_bytes_before":903482,"stm_bytes_after":903482,"stm_bytes_freed":0,"ltm_bytes_before":10665803,"ltm_bytes_after":10682220,"ltm_bytes_growth":16417,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20261001_193619_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":25,"duration_seconds":"316.805637598037719727","top_insight":"Top processes: godel_core_choice(492), mastermind_strategy_proposal_start(255), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (794). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (1000). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}],"model_selector_retrain":{"decisions_seen":1366,"confidence_distribution":{"low":1366},"task_classes_active":["planning","reasoning"],"weight_deltas":{},"tuning_recommendations":[{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=planning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3},{"agent_id":"mindx.self.improve.model_selector","axis":"selector_confidence","recommendation":"task_class=reasoning: only 0 outcomes seen — insufficient signal to retrain weights yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":1986518489,"stm_bytes_after":1986542371,"stm_bytes_freed":0,"ltm_bytes_before":294204283,"ltm_bytes_after":293985230,"ltm_bytes_growth":0,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"1168.090033054351806641","top_insight":"Success rate: 100.0%","top_score":"3.000434077479318340","stm_bytes_before":1539772,"stm_bytes_after":1539772,"stm_bytes_freed":0,"ltm_bytes_before":14581768,"ltm_bytes_after":14582462,"ltm_bytes_growth":694,"compression_ratio":0.0,"training_examples":8,"training_file":"data/memory/ltm/strategic_evolution_agent/20260930_070612_training.jsonl"},{"agent_id":"id_manager_for_mastermind_prime","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"575.116153717041015625","top_insight":"Top processes: id_manager_wallet_exists(500), id_manager_address_lookup(498), id_manager_address_der","top_score":"0.480069452396691021","stm_bytes_before":466221,"stm_bytes_after":466221,"stm_bytes_freed":0,"ltm_bytes_before":12579625,"ltm_bytes_after":12578654,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_mastermind_prime/20260930_072523_training.jsonl"},{"agent_id":"id_manager_for_agint_soul_of_mindx","memories_analyzed":330,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"442.929849863052368164","top_insight":"Top processes: id_manager_wallet_exists(165), id_manager_address_lookup(164), 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":9093935,"stm_bytes_after":9093935,"stm_bytes_freed":0,"ltm_bytes_before":12262542,"ltm_bytes_after":12263451,"ltm_bytes_growth":909,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20260930_074827_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"526.029341459274291992","top_insight":"Top processes: 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":20629396,"stm_bytes_after":20633033,"stm_bytes_freed":0,"ltm_bytes_before":11961793,"ltm_bytes_after":11961665,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20260930_081241_training.jsonl"},{"agent_id":"agenticplace","memories_analyzed":1,"patterns_extracted":0,"promoted_to_ltm":0,"duration_seconds":"0.012226104736328125","top_insight":null,"top_score":null,"stm_bytes_before":0,"stm_bytes_after":0,"stm_bytes_freed":0,"ltm_bytes_before":0,"ltm_bytes_after":0,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":0,"training_file":""},{"agent_id":"automindx_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"400.024075984954833984","top_insight":"Top processes: automindx_get_persona(1000)","top_score":"0.480069452396691021","stm_bytes_before":193517,"stm_bytes_after":193517,"stm_bytes_freed":0,"ltm_bytes_before":10264726,"ltm_bytes_after":10260616,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/automindx_agent_main/20260930_081709_training.jsonl"},{"agent_id":"strategic_evolution_agent.sea_for_mastermind","memories_analyzed":187,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"361.696571111679077148","top_insight":"Top processes: godel_core_choice(187)","top_score":"0.363865255882188821","stm_bytes_before":885244,"stm_bytes_after":885244,"stm_bytes_freed":0,"ltm_bytes_before":10591872,"ltm_bytes_after":10594201,"ltm_bytes_growth":2329,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20260930_082351_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":15,"duration_seconds":"904.108415842056274414","top_insight":"Top processes: godel_core_choice(467), mastermind_strategy_proposal_start(267), 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Consider more frequent dream cycles.","priority":"low"},{"agent_id":"enhanced_simple_coder","parameter":"strategy","recommendation":"Low success rate observed. Consider alternative approaches.","priority":"medium"},{"agent_id":"github_agent_tool","parameter":"dream_frequency","recommendation":"High STM volume (256). Consider more frequent dream cycles.","priority":"low"},{"agent_id":"default_identity_manager","parameter":"dream_frequency","recommendation":"High STM volume (1000). 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id_manager_address_der","top_score":"0.399287094007431786","stm_bytes_before":291798,"stm_bytes_after":291798,"stm_bytes_freed":0,"ltm_bytes_before":9460633,"ltm_bytes_after":9477571,"ltm_bytes_growth":16938,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/id_manager_for_agint_soul_of_mindx/20260925_063124_training.jsonl"},{"agent_id":"startup_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"515.918890953063964844","top_insight":"Dominant memory type: system_state (1000 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guardian_initialization(1000)","top_score":"0.480069452396691021","stm_bytes_before":183548,"stm_bytes_after":183548,"stm_bytes_freed":0,"ltm_bytes_before":10383769,"ltm_bytes_after":10398959,"ltm_bytes_growth":15190,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/guardian_agent_main/20260925_070221_training.jsonl"},{"agent_id":"mindx_heartbeat","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"297.107941150665283203","top_insight":"Top processes: godel_core_choice(767), 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godel_core_choice(175)","top_score":"0.359282026850264002","stm_bytes_before":841359,"stm_bytes_after":841359,"stm_bytes_freed":0,"ltm_bytes_before":10334106,"ltm_bytes_after":10356282,"ltm_bytes_growth":22176,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20260925_080219_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":14,"duration_seconds":"2477.290337800979614258","top_insight":"Top processes: godel_core_choice(376), mastermind_strategy_proposal_start(313), 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retrain weights yet","priority":3}]},"cross_agent_patterns":{"success":4,"behavioral":125,"performance":23,"failure":3},"diagnostic":{"stm_bytes_before":1959738949,"stm_bytes_after":1959754657,"stm_bytes_freed":0,"ltm_bytes_before":287173362,"ltm_bytes_after":287568979,"ltm_bytes_growth":395617,"archive_bytes_after":762163111,"compression_ratio":0.0,"training_examples_written":155,"evolution_proposals_written":69},"per_agent":[{"agent_id":"strategic_evolution_agent","memories_analyzed":1000,"patterns_extracted":8,"promoted_to_ltm":13,"duration_seconds":"452.730443477630615234","top_insight":"Success rate: 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godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":8663888,"stm_bytes_after":8663888,"stm_bytes_freed":0,"ltm_bytes_before":11903444,"ltm_bytes_after":11922126,"ltm_bytes_growth":18682,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindXagent.mindx_meta_agent/20260924_074016_training.jsonl"},{"agent_id":"guardian_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"623.904489994049072266","top_insight":"Top processes: 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heartbeat_dialogue(235)","top_score":"0.480069452396691021","stm_bytes_before":8215684,"stm_bytes_after":8215684,"stm_bytes_freed":0,"ltm_bytes_before":12263248,"ltm_bytes_after":12282069,"ltm_bytes_growth":18821,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/mindx_heartbeat/20260924_075749_training.jsonl"},{"agent_id":"blueprint_agent.blueprint_agent_mindx_v2","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"358.399920463562011719","top_insight":"Top processes: godel_core_choice(1000)","top_score":"0.480069452396691021","stm_bytes_before":17088981,"stm_bytes_after":17092622,"stm_bytes_freed":0,"ltm_bytes_before":11592599,"ltm_bytes_after":11611562,"ltm_bytes_growth":18963,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/blueprint_agent.blueprint_agent_mindx_v2/20260924_084423_training.jsonl"},{"agent_id":"agenticplace","memories_analyzed":1,"patterns_extracted":0,"promoted_to_ltm":0,"duration_seconds":"0.024006843566894531","top_insight":null,"top_score":null,"stm_bytes_before":0,"stm_bytes_after":0,"stm_bytes_freed":0,"ltm_bytes_before":0,"ltm_bytes_after":0,"ltm_bytes_growth":0,"compression_ratio":0.0,"training_examples":0,"training_file":""},{"agent_id":"automindx_agent_main","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":8,"duration_seconds":"107.307382583618164062","top_insight":"Top processes: 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godel_core_choice(174)","top_score":"0.358886087789807184","stm_bytes_before":837706,"stm_bytes_after":837706,"stm_bytes_freed":0,"ltm_bytes_before":10280454,"ltm_bytes_after":10300230,"ltm_bytes_growth":19776,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/strategic_evolution_agent.sea_for_mastermind/20260924_085206_training.jsonl"},{"agent_id":"mastermind_prime","memories_analyzed":1000,"patterns_extracted":10,"promoted_to_ltm":14,"duration_seconds":"483.217757225036621094","top_insight":"Top processes: godel_core_choice(362), mastermind_strategy_proposal_start(320), 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health_audit(1000)","top_score":"0.480069452396691021","stm_bytes_before":8486129,"stm_bytes_after":8486129,"stm_bytes_freed":0,"ltm_bytes_before":11007587,"ltm_bytes_after":11028174,"ltm_bytes_growth":20587,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/health_auditor_tool/20260924_090027_training.jsonl"},{"agent_id":"agint_soul_of_mindx","memories_analyzed":1000,"patterns_extracted":11,"promoted_to_ltm":32,"duration_seconds":"3129.624730348587036133","top_insight":"Success rate: 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coordinator_interaction(1000)","top_score":"0.480069452396691021","stm_bytes_before":47592008,"stm_bytes_after":47601338,"stm_bytes_freed":0,"ltm_bytes_before":10049224,"ltm_bytes_after":10061221,"ltm_bytes_growth":11997,"compression_ratio":0.0,"training_examples":6,"training_file":"data/memory/ltm/coordinator_agent_main/20260924_111205_training.jsonl"},{"agent_id":"mindx_meta_agent","memories_analyzed":1000,"patterns_extracted":6,"promoted_to_ltm":9,"duration_seconds":"377.410286903381347656","top_insight":"Top processes: ollama_model_discovered(911), godel_core_choice(56), mindxagent_identity_loaded(13), 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