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2026-04-09T22:42:21.732410+00:00
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2026-04-09T22:42:22.843070+00:00
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llm:openai
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2026-04-09T22:42:25.936991+00:00
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2026-04-09T22:42:30.114168+00:00
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{"cost_usd":0.000998,"meta":{" {"cost_usd":0.000998,"meta":{"governance":{"chars_trimmed":430,"complexity":"medium","cost_24h_usd":2.992532,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1526,"input_tokens_original":1526,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:medium","pressure:normal","context_trimmed","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":900,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0f32ad99b4a1cb310069d82b529d3c81948353ab31fc7f3c39","usage":{"input_tokens":2247,"input_tokens_details":{"cached_tokens":0},"output_tokens":439,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2686}}...
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{"episode":{"actions":[],"appr {"episode":{"actions":[],"approval_ids":[],"completed_at":"2026-04-09T22:42:35.512623Z","created_at":"2026-04-09T22:40:46.978519Z","errors":[],"event_id":"evt_fc67f05bd208","events":[{"at":"2026-04-09T22:40:46.978704Z","data":{"event_id":"evt_9a22a4c333fa","thread_id":"thr_61116ac967a08d1f07","turn_id":"turn_evt_9a22a4c333fa"},"kind":"created"},{"at":"2026-04-09T22:40:54.762524Z","data":{"primary_len":173,"secondary_len":null},"kind":"notified"},{"at":"2026-04-09T22:42:09.945008Z","data":{"event_id":"evt_fc67f05bd208","thread_id":"thr_61116ac967a08d1f07","turn_id":"turn_evt_fc67f05bd208"},"kind":"continued"},{"at":"2026-04-09T22:42:19.980824Z","data":{"primary_len":231,"secondary_len":null},"kind":"notified"}],"id":"ep_083b1a3fe3e2","notes":["auto_resolved: no pending, no blocking approvals, no remaining actions"],"pending_id":null,"router":{"confidence":0.55,"followup_question":null,"needs_followup":false,"normalized_text":"","trace_id":null},"source":"slack","stage":"resolved","summary":{"applied_types":[],"approval_ids":[],"headline":null,"last_primary_text":"Love that, Omid \ud83d\ude04\u2014Laurel&Lace Bridals sounds exciting.\n\nFor #3 (the one you just started): what specific improvement are you making right now in the business\u2014like marketing, client experience, inventory, pricing, or something else?","last_secondary_text":null,"pending_id":null},"thread_id":"thr_61116ac967a08d1f07","transcript":[],"triage":null,"updated_at":"2026-04-09T22:42:35.512628Z","user_label":"U080CUSS45P"},"episode_id":"ep_083b1a3fe3e2"}...
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{"episode_id":"ep_083b1a3fe3e2",&# {"episode_id":"ep_083b1a3fe3e2","meta":{"applied_types":[],"approval_ids":[],"needs_followup":false,"note":"auto_resolved: no pending, no blocking approvals, no remaining actions"},"stage":"resolved"}...
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2026-04-09T22:42:37.280784+00:00
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2026-04-09T22:42:44.622345+00:00
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2026-04-09T22:42:51.689159+00:00
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2026-04-09T22:43:00.571808+00:00
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relevance/confirmation.\n\n*Intelligence:*\n\u2022 Do this next: Technical indicator signal flagged high severity but is not user-visible \u2014 This item is currently one of the highest-leverage moves for trajectory control.","ready_at":"2026-04-09T22:43:14.970820+00:00","status":"ready","summary":"Technical indicator signal flagged high severity but is not user-visible","title":"Daily Plan 2026-04-09","updated_at":"2026-04-09T22:43:14.970820+00:00"}...
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llm_usage:resp_0099a09beb57a7c30069d82b81f1ec8197a llm_usage:resp_0099a09beb57a7c30069d82b81f1ec8197a177c15a289486e5...
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2026-04-09T22:43:17.990345+00:00
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llm:openai
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[]
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{"cost_usd":0.001429,"meta":{" {"cost_usd":0.001429,"meta":{"governance":{"chars_trimmed":0,"complexity":"medium","cost_24h_usd":3.004355,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1302,"input_tokens_original":1302,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:medium","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":900,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_04512ef034d34ad60069d82b7f2c4081938b2b5341af51dbf3","usage":{"input_tokens":1518,"input_tokens_details":{"cached_tokens":0},"output_tokens":900,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2418}}...
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2026-04-09T22:43:19.639275+00:00
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llm:openai
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{"cost_usd":0.000772,"meta":{" {"cost_usd":0.000772,"meta":{"governance":{"chars_trimmed":2280,"complexity":"medium","cost_24h_usd":3.006494,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1678,"input_tokens_original":1678,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:synthesis","complexity:medium","pressure:normal","context_trimmed","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1500,"response_format_type":"json_schema","schema_name":"bounded_reasoning_final","selected_model":"gpt-5.4-nano","task_class":"synthesis"},"max_output_tokens":900,"requested_max_output_tokens":1500,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.05},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0ba2a3970d3ac4e10069d82b84ac108190a4fa9b3d85110cd9","usage":{"input_tokens":2410,"input_tokens_details":{"cached_tokens":0},"output_tokens":232,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2642}}...
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llm_usage:resp_0ba2a3970d3ac4e10069d82b84ac108190a llm_usage:resp_0ba2a3970d3ac4e10069d82b84ac108190a4fa9b3d85110cd9...
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artifact_upsert
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2026-04-09T22:43:19.710354+00:00
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memory_curation
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[]
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{"artifact_id":"art_memory_curation_tr {"artifact_id":"art_memory_curation_trace_thr_61116ac967a08d1f07_50","candidate_count":1,"kind":"memory_curation_trace","operation_count":1,"reasoning_trace":{"steps":[{"decision":"finalize","finalize_reason":"Keep the existing durable memory item as-is (no merge/update/deprecate). Do not add new durable memory from the shown turns because the bridal business mention is not yet a stable preference/relationship detail, and no additional structured preference/constraint is provided.","iteration":1,"missing_facts":[],"reasoning":"The provided candidate memory already captures a durable, user-relevant preference (daily Zen/positive mindset and reduced pressure about the future) with explicit evidence reference. The new thread evidence shown in the prompt is about the user\u2019s bridal business and general praise of OPIA, which does not materially update the existing memory claim. No missing fact blocks a better durable memory operation for the candidate; therefore no tool call is needed.","tool_name":""}],"terminated_reason":"finalized","tool_calls":[]},"source_event_ids":["evt_fc67f05bd208"],"status":"ready","summary":"Stored the user\u2019s durable preference/practice: daily Zen/positive mindset with meditation and reduced future-pressure to improve well-being.","thread_id":"thr_61116ac967a08d1f07"}...
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0.7
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2026-04-09T22:43:19.816007+00:00
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memory_curation
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[]
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{"artifact_id":"art_memory_state_snaps {"artifact_id":"art_memory_state_snapshot_v1","confidence":0.72,"created_at":"2026-04-09T22:43:19.816007+00:00","evidence_event_ids":[],"kind":"memory_state_snapshot","meta":{"fingerprint":"67cc99482d6b","generated_at":"2026-04-09T22:43:19.812481+00:00","source":"memory_curation","version":"v1"},"output_json":{"generated_at":"2026-04-09T22:43:19.812481+00:00","stats":{"counts_by_kind":[{"count":3,"kind":"preference"}],"newest_item_at":"2026-04-09T22:43:19.665366+00:00","oldest_item_at":"2026-04-08T21:09:00.458025+00:00","total_items":3},"timezone":"America/New_York","version":"v1"},"output_mrkdwn":"Memory State Snapshot\nTotal items: 3\nTop kinds: preference:3","ready_at":"2026-04-09T22:43:19.816007+00:00","status":"ready","summary":"Memory State Snapshot; Total items: 3","title":"Memory state snapshot","updated_at":"2026-04-09T22:43:19.816007+00:00"}...
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llm_usage
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2026-04-09T22:43:22.102912+00:00
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llm:openai
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[]
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{"cost_usd":0.000818,"meta":{" {"cost_usd":0.000818,"meta":{"governance":{"chars_trimmed":12,"complexity":"medium","cost_24h_usd":3.0096,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1526,"input_tokens_original":1526,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:medium","pressure:normal","context_trimmed","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":900,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0583d83c22407deb0069d82b86bcb081948bf34a3e94870346","usage":{"input_tokens":2254,"input_tokens_details":{"cached_tokens":0},"output_tokens":294,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2548}}...
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llm_usage:resp_0583d83c22407deb0069d82b86bcb081948 llm_usage:resp_0583d83c22407deb0069d82b86bcb081948bf34a3e94870346...
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2026-04-09T22:43:26.152130+00:00
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llm:openai
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[]
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{"cost_usd":0.000612,"meta":{" {"cost_usd":0.000612,"meta":{"governance":{"chars_trimmed":0,"complexity":"low","cost_24h_usd":3.0096,"enabled":true,"governance_version":"v1","input_budget_tokens":1800,"input_tokens_final":787,"input_tokens_original":787,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":320,"output_tokens_final":320,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:low","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":320,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0ba0a951123904030069d82b8aa57c819686a15f9332d0c11c","usage":{"input_tokens":1059,"input_tokens_details":{"cached_tokens":0},"output_tokens":320,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":1379}}...
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llm_usage:resp_0ba0a951123904030069d82b8aa57c81968 llm_usage:resp_0ba0a951123904030069d82b8aa57c819686a15f9332d0c11c...
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2026-04-09T22:43:34.313092+00:00
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{"cost_usd":0.000981,"meta":{" {"cost_usd":0.000981,"meta":{"governance":{"chars_trimmed":0,"complexity":"medium","cost_24h_usd":3.0096,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1523,"input_tokens_original":1523,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:medium","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":900,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0af59818d9ebf39f0069d82b920fc4819583937cd52e8ed507","usage":{"input_tokens":2267,"input_tokens_details":{"cached_tokens":0},"output_tokens":422,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2689}}...
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llm_usage:resp_0af59818d9ebf39f0069d82b920fc481958 llm_usage:resp_0af59818d9ebf39f0069d82b920fc4819583937cd52e8ed507...
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2026-04-09T22:43:36.186041+00:00
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episode_route
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["ep_5ccd4dfcce87"]
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{"episode":{"actions":[],"appr {"episode":{"actions":[],"approval_ids":[],"completed_at":null,"created_at":"2026-04-09T22:43:36.184612Z","errors":[],"event_id":"evt_3a67bc622df2","events":[{"at":"2026-04-09T22:43:36.184629Z","data":{"event_id":"evt_3a67bc622df2","thread_id":"thr_61116ac967a08d1f07","turn_id":"turn_evt_3a67bc622df2"},"kind":"created"}],"id":"ep_5ccd4dfcce87","notes":[],"pending_id":null,"router":{"confidence":0.55,"followup_question":null,"needs_followup":false,"normalized_text":"","trace_id":null},"source":"slack","stage":"created","summary":{"applied_types":[],"approval_ids":[],"headline":null,"last_primary_text":null,"last_secondary_text":null,"pending_id":null},"thread_id":"thr_61116ac967a08d1f07","transcript":[],"triage":null,"updated_at":"2026-04-09T22:43:36.185996Z","user_label":"U080CUSS45P"},"episode_id":"ep_5ccd4dfcce87"}...
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2026-04-09T22:43:36.186085+00:00
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evt_e4f92953516c
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2026-04-09T22:43:36.267341+00:00
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[]
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{"episode_id":"ep_5ccd4dfcce87",&# {"episode_id":"ep_5ccd4dfcce87","source":"slack","thread_id":"thr_61116ac967a08d1f07","trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2","user_label":"U080CUSS45P"}...
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ep_5ccd4dfcce87
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2026-04-09T22:43:36.267425+00:00
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9106
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evt_21b4e25cbc19
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conversation_turn_recorded
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2026-04-09T22:43:36.309740+00:00
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episode_route
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[]
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{"message_id":"388694A9-227D-4796-9327 {"message_id":"388694A9-227D-4796-9327-FEF91E608A18","meta":{"episode_id":"ep_5ccd4dfcce87","thread_id":"thr_61116ac967a08d1f07","thread_source":"slack","user_id":"U080CUSS45P"},"role":"user","source":"slack","source_event_id":"evt_3a67bc622df2","source_kind":"user_interaction","text":"I'm doing more marketing, trying different promotions such as sample sale and things of that sort. Also trying to get new inventory hence the sample sale","thread_id":"thr_61116ac967a08d1f07","turn_id":"turn_evt_3a67bc622df2","turn_ts":null}...
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evt_965d28d8149f
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episode_context_built
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2026-04-09T22:43:36.900839+00:00
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context_builder
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[]
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{"build_ms":93,"built_at":"202 {"build_ms":93,"built_at":"2026-04-09T22:43:36.899511+00:00","context":{"build_trace":["trace_id:trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","thread_messages:6","thread_focus_latest:1"],"clock":{"local_date":"2026-04-09","local_day_bucket":"2026-04-09","now_local":"2026-04-09T18:43:36.873051-04:00","now_utc":"2026-04-09T22:43:36.873051+00:00","tz":"America/New_York"},"conversation_resume":{},"episode_id":"ep_5ccd4dfcce87","identity":{"assistant_name":"Angela","assistant_persona":"A calm, sharp LifeOS operator who is proactive, kind, and brutally clear.","assistant_tone":"Concise, warm, and decisive with a great sense of humor","owner_display_name":"Omid"},"input_high_watermark":{"max_relevant_seq":9106},"limits":{"context_ttl_s":45,"history_events":30,"local_day_bucket":"2026-04-09","payload_max_chars":1600,"thin_context":true,"tz":"America/New_York"},"thread_focus":{"latest":{"headline":"","summary":"Love that, Omid \ud83d\ude04\u2014Laurel&Lace Bridals sounds exciting.\n\nFor #3 (the one you just started): what specific improvement are you making right now in the business\u2014like marketing, client experience, inventory, pricing, or something else?","why_now":""}},"thread_id":"thr_61116ac967a08d1f07","trace":{"build_trace":["trace_id:trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","thread_messages:6","thread_focus_latest:1"],"freshness":"built_new","input_high_watermark_seq":9106,"local_day_bucket":"2026-04-09","resume_context":{"lineage_complete":false,"lineage_id":"","pending_id":"","pending_root_id":"","present":false,"reask_count":0,"reroute_count":0,"source":""},"section_presence":{"briefs":false,"commitments":false,"constraints":false,"decisions":false,"entities":false,"facts":false,"history":true,"inbox":false,"memory":false,"plan":false,"profile":false,"signals":false,"tasks":false},"sections_populated":["history"],"sections_requested":["history"],"slice_counts":{"approval_present":0,"brief_items":0,"commitments":0,"constraints":0,"continuity_turns":0,"core_entities":0,"decisions":0,"facts":0,"followup_present":0,"history":1,"inbox":0,"memory_items":0,"plan_items":0,"profile_present":0,"signals":0,"supporting_entities":0,"tasks":0,"thread_focus_messages":1,"thread_memory_present":0,"transcript_entries":0},"trace_id":"trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","version":"v1"},"trace_id":"trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2","user_text":"I'm doing more marketing, trying different promotions such as sample sale and things of that sort. Also trying to get new inventory hence the sample sale"},"context_contract_version":"v1","context_dedupe_key":"ctx:1a25381fac1d","context_trace":{"build_trace":["trace_id:trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","thread_messages:6","thread_focus_latest:1"],"freshness":"built_new","input_high_watermark_seq":9106,"local_day_bucket":"2026-04-09","resume_context":{"lineage_complete":false,"lineage_id":"","pending_id":"","pending_root_id":"","present":false,"reask_count":0,"reroute_count":0,"source":""},"section_presence":{"briefs":false,"commitments":false,"constraints":false,"decisions":false,"entities":false,"facts":false,"history":true,"inbox":false,"memory":false,"plan":false,"profile":false,"signals":false,"tasks":false},"sections_populated":["history"],"sections_requested":["history"],"slice_counts":{"approval_present":0,"brief_items":0,"commitments":0,"constraints":0,"continuity_turns":0,"core_entities":0,"decisions":0,"facts":0,"followup_present":0,"history":1,"inbox":0,"memory_items":0,"plan_items":0,"profile_present":0,"signals":0,"supporting_entities":0,"tasks":0,"thread_focus_messages":1,"thread_memory_present":0,"transcript_entries":0},"trace_id":"trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","version":"v1"},"episode_id":"ep_5ccd4dfcce87","thread_id":"thr_61116ac967a08d1f07","trace_id":"trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2"}...
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2026-04-09T22:43:36.900848+00:00
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9108
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2026-04-09T22:43:37.765628+00:00
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llm:openai
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[]
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{"cost_usd":0.000526,"meta":{" {"cost_usd":0.000526,"meta":{"governance":{"chars_trimmed":0,"complexity":"low","cost_24h_usd":3.0096,"enabled":true,"governance_version":"v1","input_budget_tokens":1800,"input_tokens_final":295,"input_tokens_original":295,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":320,"output_tokens_final":320,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:low","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":320,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_05b4cb288bd321110069d82b969a148193b0ee1614f9602756","usage":{"input_tokens":629,"input_tokens_details":{"cached_tokens":0},"output_tokens":320,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":949}}...
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llm_usage:resp_05b4cb288bd321110069d82b969a148193b llm_usage:resp_05b4cb288bd321110069d82b969a148193b0ee1614f9602756...
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9109
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evt_15a1ad0e7258
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llm_usage
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2026-04-09T22:43:42.167908+00:00
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llm:openai
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[]
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{"cost_usd":0.000784,"meta":{" {"cost_usd":0.000784,"meta":{"governance":{"chars_trimmed":0,"complexity":"medium","cost_24h_usd":3.013309,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1526,"input_tokens_original":1526,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:signal_enrichment","complexity:medium","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"signal_enrichment"},"max_output_tokens":900,"requested_max_output_tokens":1200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_01f80fa60fb6b8610069d82b9b0d08819391302fb982cb77c7","usage":{"input_tokens":2263,"input_tokens_details":{"cached_tokens":0},"output_tokens":265,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2528}}...
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NULL
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0.0
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llm_usage:resp_01f80fa60fb6b8610069d82b9b0d0881939 llm_usage:resp_01f80fa60fb6b8610069d82b9b0d08819391302fb982cb77c7...
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NULL
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2026-04-09T22:43:42.167965+00:00
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9111
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evt_8d84319ae45b
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llm_usage
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2026-04-09T22:43:43.550570+00:00
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llm:openai
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[]
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{"cost_usd":0.000721,"meta":{" {"cost_usd":0.000721,"meta":{"governance":{"chars_trimmed":2479,"complexity":"medium","cost_24h_usd":3.012783,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1753,"input_tokens_original":1753,"messages_dropped":0,"messages_final":3,"messages_original":3,"output_budget_tokens":900,"output_tokens_final":420,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":false},"pressure":"normal","reason_codes":["task_class:analysis","complexity:medium","pressure:normal","context_trimmed"],"requested_model":"gpt-5.4-nano","requested_output_tokens":420,"response_format_type":"json_schema","schema_name":"bounded_reasoning_planner","selected_model":"gpt-5.4-nano","task_class":"analysis"},"max_output_tokens":420,"requested_max_output_tokens":420,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.15},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0468287781f26ec60069d82b9bb1dc819083c7e9600f849773","usage":{"input_tokens":2001,"input_tokens_details":{"cached_tokens":0},"output_tokens":257,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2258}}...
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0.0
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llm_usage:resp_0468287781f26ec60069d82b9bb1dc81908 llm_usage:resp_0468287781f26ec60069d82b9bb1dc819083c7e9600f849773...
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NULL
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2026-04-09T22:43:43.550996+00:00
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9112
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evt_021ff9136089
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llm_usage
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2026-04-09T22:43:47.040177+00:00
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llm:openai
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[]
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{"cost_usd":0.002613,"meta":{" {"cost_usd":0.002613,"meta":{"governance":{"chars_trimmed":68459,"complexity":"high","cost_24h_usd":3.012783,"enabled":true,"governance_version":"v1","input_budget_tokens":9000,"input_tokens_final":1542,"input_tokens_original":1542,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":1800,"output_tokens_final":1800,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:opportunity_case_verdicts","complexity:high","pressure:normal","context_trimmed","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":5200,"response_format_type":"json_schema","schema_name":"opia_schema","selected_model":"gpt-5.4-nano","task_class":"opportunity_case_verdicts"},"max_output_tokens":1800,"requested_max_output_tokens":5200,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.1},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_046fd8e8fd5d97720069d82b97c2d881968557ff115e57e29b","usage":{"input_tokens":1815,"input_tokens_details":{"cached_tokens":0},"output_tokens":1800,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":3615}}...
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llm_usage:resp_046fd8e8fd5d97720069d82b97c2d881968 llm_usage:resp_046fd8e8fd5d97720069d82b97c2d881968557ff115e57e29b...
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NULL
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2026-04-09T22:43:47.040265+00:00
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9113
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evt_34cba2ed0b4c
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llm_usage
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2026-04-09T22:43:48.307782+00:00
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llm:openai
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[]
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{"cost_usd":0.000723,"meta":{" {"cost_usd":0.000723,"meta":{"governance":{"chars_trimmed":4283,"complexity":"medium","cost_24h_usd":3.012783,"enabled":true,"governance_version":"v1","input_budget_tokens":4200,"input_tokens_final":1640,"input_tokens_original":1640,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":900,"output_tokens_final":900,"policy_flags":{"context_trimmed":true,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:synthesis","complexity:medium","pressure:normal","context_trimmed","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":1000,"response_format_type":"json_schema","schema_name":"bounded_reasoning_final","selected_model":"gpt-5.4-nano","task_class":"synthesis"},"max_output_tokens":900,"requested_max_output_tokens":1000,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.15},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0dc1b206779f968f0069d82b9fbb0081948b9df2cd88f60871","usage":{"input_tokens":2046,"input_tokens_details":{"cached_tokens":0},"output_tokens":251,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":2297}}...
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NULL
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0.0
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llm_usage:resp_0dc1b206779f968f0069d82b9fbb0081948 llm_usage:resp_0dc1b206779f968f0069d82b9fbb0081948b9df2cd88f60871...
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NULL
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2026-04-09T22:43:48.308234+00:00
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9114
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evt_92d6cfd40eca
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cognition_proposal
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2026-04-09T22:43:37.430748+00:00
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cognition
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[]
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{"context_ref":{"dedupe_key":" {"context_ref":{"dedupe_key":"ctx:1a25381fac1d","event_id":"evt_965d28d8149f","kind":"episode_context_built"},"episode_id":"ep_5ccd4dfcce87","model":"gpt-5.4-nano","prompt_version":"v9_agentic","proposal":{"assistant_reply":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?","confidence":0.78,"response_mode":"action_plan","workflow_goal":"Get one concrete, actionable detail about the current business improvement Omid is making.","workflow_steps":[]},"reasoning_trace":{"steps":[{"decision":"finalize","finalize_reason":"Ask a couple of targeted questions (goal + channel + timeline) and offer a concise next-step framework for running sample sales that both market and feed inventory.","iteration":1,"missing_facts":["What is the primary goal of the sample sale right now (cash, leads, inventory turnover, brand awareness)?","What inventory sourcing method are they using (wholesale, consignment, new purchases, sample returns) and what constraints (budget, timeline)?","Where are they selling/marketing (local foot traffic, Instagram, email, partnerships) and what audience size?","What is the next promotion date and expected duration?","Any KPIs they track (conversion rate, average order value, email signups)?"],"reasoning":"User is describing current marketing tactics for their bridal boutique (Laurel&Lace Bridals), specifically using sample sales to both promote and generate new inventory. No specific question was asked yet; the best next turn is to respond with a clear, helpful follow-up: ask for goals/constraints and propose a tight plan for promotions and inventory sourcing. No missing internal facts are required to do that.","tool_name":""}],"terminated_reason":"finalized","tool_calls":[]},"selection":{"confidence":0.78,"intent_summary":"Continue the interview-style Q&A by asking what specific improvement Omid is making right now in his bridal boutique business (Laurel&Lace Bridals), focusing on marketing/inventory/client experience/pricing.","needs_action":true,"reasoning_brief":"User is describing current marketing tactics for their bridal boutique (Laurel&Lace Bridals), specifically using sample sales to both promote and generate new inventory. No specific question was asked yet; the best next turn is to respond with a clear, helpful follow-up: ask for goals/constraints and propose a tight plan for promotions and inventory sourcing. No missing internal facts are required to do that.","response_mode":"action_plan","selected_action_types":[]},"temperature":0.15,"thread_id":"thr_61116ac967a08d1f07","trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2","user_text":"I'm doing more marketing, trying different promotions such as sample sale and things of that sort. Also trying to get new inventory hence the sample sale"}...
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NULL
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0.78
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cognition_proposal:prop_a984b30205f40230346e4e35
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ep_5ccd4dfcce87
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2026-04-09T22:43:48.319540+00:00
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Edit
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9115
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evt_c6c671fc492f
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proposal_created
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2026-04-09T22:43:37.430748+00:00
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cognition
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[]
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{"created_at":"2026-04-09T22:43:37.430 {"created_at":"2026-04-09T22:43:37.430748+00:00","episode_id":"ep_5ccd4dfcce87","event_id":"evt_965d28d8149f","kind":"cognition","model":"gpt-5.4-nano","payload":{"assistant_reply":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?","confidence":0.78,"context_ref":{"dedupe_key":"ctx:1a25381fac1d","event_id":"evt_965d28d8149f","kind":"episode_context_built"},"meta":{"episode_id":"ep_5ccd4dfcce87","model":"gpt-5.4-nano","prompt_version":"v9_agentic","response_mode":"action_plan","selected_action_types":[],"selection_confidence":0.78,"temperature":0.15,"thread_id":"thr_61116ac967a08d1f07","trace_id":"trace:thr_61116ac967a08d1f07:evt_3a67bc622df2","trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2","user_text":"I'm doing more marketing, trying different promotions such as sample sale and things of that sort. Also trying to get new inventory hence the sample sale"},"notes":["investigation_intent_summary=Continue the interview-style Q&A by asking what specific improvement Omid is making right now in his bridal boutique business (Laurel&Lace Bridals), focusing on marketing/inventory/client experience/pricing.","reasoning_terminated=finalized"],"proposed_actions":[],"proposed_links":[],"questions":["For #3: what\u2019s the specific change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?"],"response_mode":"action_plan","summary":"Get one concrete, actionable detail about the current business improvement Omid is making.","workflow_goal":"Get one concrete, actionable detail about the current business improvement Omid is making.","workflow_steps":[]},"prompt_fp":"cognition:v9_agentic","proposal_fp":"cog:ep_5ccd4dfcce87:ctx:1a25381fac1d","proposal_id":"prop_a984b30205f40230346e4e35","rationale":null,"risk":null,"summary":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?"}...
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NULL
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0.0
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proposal_created:cog:ep_5ccd4dfcce87:ctx:1a25381fa proposal_created:cog:ep_5ccd4dfcce87:ctx:1a25381fac1d...
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ep_5ccd4dfcce87
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2026-04-09T22:43:48.327991+00:00
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9116
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evt_7d2299266038
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proposal_claimed
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2026-04-09T22:43:48.773817+00:00
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proposal_materializer
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[]
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{"claim_id":"clm_3360556ffaaa4986a1133 {"claim_id":"clm_3360556ffaaa4986a1133f86","claimed_at":"2026-04-09T22:43:48.773817+00:00","claimed_by":"proposal_materializer","lease_s":45,"proposal_id":"prop_a984b30205f40230346e4e35"}...
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NULL
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0.0
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proposal_claimed:prop_a984b30205f40230346e4e35:clm proposal_claimed:prop_a984b30205f40230346e4e35:clm_3360556ffaaa4986a1133f86...
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NULL
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2026-04-09T22:43:48.849512+00:00
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9117
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evt_a2252b8f0ab8
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episode_upsert
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2026-04-09T22:43:48.984569+00:00
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proposal_materializer
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["ep_5ccd4dfcce87"]
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{"episode":{"actions":[],"appr {"episode":{"actions":[],"approval_ids":[],"completed_at":null,"created_at":"2026-04-09T22:43:36.184612Z","errors":[],"event_id":"evt_3a67bc622df2","events":[{"at":"2026-04-09T22:43:36.184629Z","data":{"event_id":"evt_3a67bc622df2","thread_id":"thr_61116ac967a08d1f07","turn_id":"turn_evt_3a67bc622df2"},"kind":"created"},{"at":"2026-04-09T22:43:48.977354Z","data":{"primary_len":277,"secondary_len":null},"kind":"notified"}],"id":"ep_5ccd4dfcce87","notes":[],"pending_id":null,"router":{"confidence":0.55,"followup_question":null,"needs_followup":false,"normalized_text":"","trace_id":null},"source":"slack","stage":"created","summary":{"applied_types":[],"approval_ids":[],"headline":null,"last_primary_text":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?","last_secondary_text":null,"pending_id":null},"thread_id":"thr_61116ac967a08d1f07","transcript":[],"triage":null,"updated_at":"2026-04-09T22:43:48.977372Z","user_label":"U080CUSS45P"},"episode_id":"ep_5ccd4dfcce87"}...
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NULL
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1.0
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ep_5ccd4dfcce87
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2026-04-09T22:43:48.985150+00:00
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9118
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evt_2cdbfc062b2b
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proposal_materialized
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2026-04-09T22:43:48.933592+00:00
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proposal_materializer
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[]
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{"approval_ids":[],"created_actions {"approval_ids":[],"created_actions":[],"episode_id":"ep_5ccd4dfcce87","followup_policy":{"followup_original_count":1,"followup_policy_enforced":false,"followup_policy_mode":"single_blocking_followup","followup_policy_reason":"materializer_single_followup_default","followup_policy_source":"proposal_questions","followup_selected_count":1,"followup_suppressed_count":0},"followup_questions":["For #3: what\u2019s the specific change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?"],"followup_reason":"proposal_questions","materialization_mode":"direct","proposal_event_id":"evt_965d28d8149f","proposal_id":"prop_a984b30205f40230346e4e35","queued_actions":[],"response_mode":"action_plan","skipped_steps":[],"trigger_event_id":"evt_3a67bc622df2","turn_id":"turn_evt_3a67bc622df2","workflow_goal":"Get one concrete, actionable detail about the current business improvement Omid is making.","workflow_step_outcomes":{},"workflow_steps_count":0}...
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NULL
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1.0
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mat:prop_a984b30205f40230346e4e35:evt_965d28d8149f mat:prop_a984b30205f40230346e4e35:evt_965d28d8149f:proposal_questions...
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ep_5ccd4dfcce87
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2026-04-09T22:43:49.004680+00:00
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9119
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evt_d14439377a17
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proposal_status_changed
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2026-04-09T22:43:48.933592+00:00
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proposal_materializer
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[]
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{"changed_at":"2026-04-09T22:43:48.933 {"changed_at":"2026-04-09T22:43:48.933592+00:00","proposal_id":"prop_a984b30205f40230346e4e35","reason":"proposal_questions","status":"needs_followup"}...
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NULL
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0.0
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mat:needs_followup:prop_a984b30205f40230346e4e35:p mat:needs_followup:prop_a984b30205f40230346e4e35:proposal_questions...
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NULL
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2026-04-09T22:43:49.008495+00:00
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9120
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evt_8fd46e012d48
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proposal_released
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2026-04-09T22:43:49.011053+00:00
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proposal_materializer
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[]
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{"back_to_status":"needs_followup" {"back_to_status":"needs_followup","claim_id":"clm_3360556ffaaa4986a1133f86","proposal_id":"prop_a984b30205f40230346e4e35","released_at":"2026-04-09T22:43:49.011053+00:00","released_by":"proposal_materializer"}...
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NULL
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0.0
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proposal_released:prop_a984b30205f40230346e4e35:cl proposal_released:prop_a984b30205f40230346e4e35:clm_3360556ffaaa4986a1133f86:needs_followup...
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NULL
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2026-04-09T22:43:49.012877+00:00
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9121
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evt_74cd5cfbe34c
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llm_usage
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2026-04-09T22:43:49.064349+00:00
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llm:openai
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[]
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{"cost_usd":0.000197,"meta":{" {"cost_usd":0.000197,"meta":{"governance":{"chars_trimmed":0,"complexity":"low","cost_24h_usd":3.014814,"enabled":true,"governance_version":"v1","input_budget_tokens":1800,"input_tokens_final":302,"input_tokens_original":302,"messages_dropped":0,"messages_final":2,"messages_original":2,"output_budget_tokens":320,"output_tokens_final":320,"policy_flags":{"context_trimmed":false,"model_rerouted":false,"output_capped":true},"pressure":"normal","reason_codes":["task_class:structured_extract","complexity:low","pressure:normal","output_capped"],"requested_model":"gpt-5.4-nano","requested_output_tokens":900,"response_format_type":"json_schema","schema_name":"portfolio_semantic_capture_v3","selected_model":"gpt-5.4-nano","task_class":"structured_extract"},"max_output_tokens":320,"requested_max_output_tokens":900,"requested_model":"gpt-5.4-nano","response_format":"json_schema","temperature":0.0},"model":"gpt-5.4-nano","pricing":{"input_per_1m":0.2,"output_per_1m":1.25,"price_key":"gpt-5.4-nano","source":"env_map"},"provider":"openai","response_id":"resp_0ad8c6c8fe22dc900069d82ba323048196b2a575b004a89867","usage":{"input_tokens":542,"input_tokens_details":{"cached_tokens":0},"output_tokens":71,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":613}}...
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NULL
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0.0
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llm_usage:resp_0ad8c6c8fe22dc900069d82ba323048196b llm_usage:resp_0ad8c6c8fe22dc900069d82ba323048196b2a575b004a89867...
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NULL
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2026-04-09T22:43:49.064547+00:00
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9122
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evt_1e7073d818d0
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thread_message_recorded
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2026-04-09T22:43:49.332246+00:00
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slack_compose
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[]
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{"delivery_fp":"slk_thread_reply:46073 {"delivery_fp":"slk_thread_reply:4607375a99698285","focus":{},"message_kind":"thread_reply","message_role":"assistant","message_type":"assistant_reply","refs":[],"state_key":null,"text":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?","thread_id":"thr_61116ac967a08d1f07"}...
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NULL
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1.0
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thread_message_recorded:slk_thread_reply:4607375a9 thread_message_recorded:slk_thread_reply:4607375a99698285...
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ep_5ccd4dfcce87
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2026-04-09T22:43:49.332664+00:00
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9123
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evt_42adb6d3b6b8
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conversation_turn_recorded
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2026-04-09T22:43:49.485017+00:00
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slack_compose
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[]
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{"message_id":"slk_thread_reply:460737 {"message_id":"slk_thread_reply:4607375a99698285","meta":{"delivery_fp":"slk_thread_reply:4607375a99698285","delivery_kind":"assistant_reply","episode_id":"ep_5ccd4dfcce87","thread_id":"thr_61116ac967a08d1f07"},"role":"assistant","source":"slack","source_kind":"assistant_reply","text":"Nice\u2014so you\u2019re using promotions (like sample sales) both to drive marketing and to help bring in new inventory.\n\nFor #3: what\u2019s the *specific* change you\u2019re making right now that you expect to move the needle most\u2014more foot traffic, more bookings, or better inventory turnover?","thread_id":"thr_61116ac967a08d1f07"}...
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NULL
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0.0
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conv_turn:assistant:slk_thread_reply:4607375a99698 conv_turn:assistant:slk_thread_reply:4607375a99698285...
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NULL
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2026-04-09T22:43:49.485035+00:00
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9124
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evt_a45306d3020c
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llm_usage
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2026-04-09T22:43:49.940268+00:00
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llm:openai
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[]
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2026-04-09T22:43:50.003212+00:00
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9125
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evt_344a25baa6be
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notification_sent
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2026-04-09T22:43:52.718870+00:00
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notifier
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1.0
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2026-04-09T22:43:52.719613+00:00
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9126
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evt_9ba5b6f3b0da
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llm_usage
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2026-04-09T22:43:53.872183+00:00
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llm:openai
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2026-04-09T22:43:53.872238+00:00
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evt_2ebe6c79af16
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llm_usage
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2026-04-09T22:43:58.657037+00:00
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llm:openai
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[]
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2026-04-09T22:43:58.657082+00:00
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9129
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evt_a7dbf6b249bd
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llm_usage
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2026-04-09T22:44:01.118798+00:00
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llm:openai
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[]
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2026-04-09T22:44:01.119902+00:00
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