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{"context_id": "ctx_000112", "expert": "user_memory", "type": "profile", "scope": "persona:secretary", "content": "The secretary persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.7, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0016", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000113", "expert": "user_memory", "type": "profile", "scope": "persona:secretary", "content": "Note: The secretary persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.6, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0016", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000114", "expert": "session_memory", "type": "document", "scope": "persona:secretary", "content": "General background notes about tone configuration and trade-offs.", "tags": ["tone", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0016", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000115", "expert": "decision_memory", "type": "decision", "scope": "persona:secretary", "content": "Previously, persona:secretary used a different approach for tone; this is now superseded.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0016", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000116", "expert": "session_memory", "type": "summary", "scope": "persona:secretary", "content": "A conflicting note claims persona:secretary uses terse and blunt for tone.", "tags": ["tone", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0016", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000117", "expert": "session_memory", "type": "episode", "scope": "persona:secretary", "content": "In an old session we briefly mentioned tone, but nothing was decided.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0016", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000118", "expert": "user_memory", "type": "profile", "scope": "persona:other-persona", "content": "The other-persona persona uses a warm, professional tone.", "tags": ["tone", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0016", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000119", "expert": "user_memory", "type": "preference", "scope": "persona:analyst", "content": "The analyst persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.85, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0017", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000120", "expert": "user_memory", "type": "preference", "scope": "persona:analyst", "content": "Note: The analyst persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.75, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0017", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000121", "expert": "session_memory", "type": "document", "scope": "persona:analyst", "content": "General background notes about local-first configuration and trade-offs.", "tags": ["local-first", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0017", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000122", "expert": "decision_memory", "type": "decision", "scope": "persona:analyst", "content": "Previously, persona:analyst used a different approach for local-first; this is now superseded.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0017", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000123", "expert": "session_memory", "type": "summary", "scope": "persona:analyst", "content": "A conflicting note claims persona:analyst uses cloud-first for local-first.", "tags": ["local-first", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0017", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000124", "expert": "session_memory", "type": "episode", "scope": "persona:analyst", "content": "In an old session we briefly mentioned local-first, but nothing was decided.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0017", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000125", "expert": "user_memory", "type": "preference", "scope": "persona:other-persona", "content": "The other-persona persona prefers local-first tools over cloud services.", "tags": ["local-first", "negative"], "importance": 0.85, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0017", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000126", "expert": "user_memory", "type": "profile", "scope": "persona:analyst", "content": "The analyst persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.7, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0018", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000127", "expert": "user_memory", "type": "profile", "scope": "persona:analyst", "content": "Note: The analyst persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.6, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0018", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000128", "expert": "session_memory", "type": "document", "scope": "persona:analyst", "content": "General background notes about tone configuration and trade-offs.", "tags": ["tone", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0018", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000129", "expert": "decision_memory", "type": "decision", "scope": "persona:analyst", "content": "Previously, persona:analyst used a different approach for tone; this is now superseded.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0018", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000130", "expert": "session_memory", "type": "summary", "scope": "persona:analyst", "content": "A conflicting note claims persona:analyst uses terse and blunt for tone.", "tags": ["tone", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0018", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000131", "expert": "session_memory", "type": "episode", "scope": "persona:analyst", "content": "In an old session we briefly mentioned tone, but nothing was decided.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0018", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000132", "expert": "user_memory", "type": "profile", "scope": "persona:other-persona", "content": "The other-persona persona uses a warm, professional tone.", "tags": ["tone", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0018", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000133", "expert": "user_memory", "type": "preference", "scope": "persona:coach", "content": "The coach persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.85, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0019", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000134", "expert": "user_memory", "type": "preference", "scope": "persona:coach", "content": "Note: The coach persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.75, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0019", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000135", "expert": "session_memory", "type": "document", "scope": "persona:coach", "content": "General background notes about local-first configuration and trade-offs.", "tags": ["local-first", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0019", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000136", "expert": "decision_memory", "type": "decision", "scope": "persona:coach", "content": "Previously, persona:coach used a different approach for local-first; this is now superseded.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0019", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000137", "expert": "session_memory", "type": "summary", "scope": "persona:coach", "content": "A conflicting note claims persona:coach uses cloud-first for local-first.", "tags": ["local-first", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0019", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000138", "expert": "session_memory", "type": "episode", "scope": "persona:coach", "content": "In an old session we briefly mentioned local-first, but nothing was decided.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0019", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000139", "expert": "user_memory", "type": "preference", "scope": "persona:other-persona", "content": "The other-persona persona prefers local-first tools over cloud services.", "tags": ["local-first", "negative"], "importance": 0.85, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0019", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000140", "expert": "user_memory", "type": "profile", "scope": "persona:coach", "content": "The coach persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.7, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0020", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000141", "expert": "user_memory", "type": "profile", "scope": "persona:coach", "content": "Note: The coach persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.6, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0020", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000142", "expert": "session_memory", "type": "document", "scope": "persona:coach", "content": "General background notes about tone configuration and trade-offs.", "tags": ["tone", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0020", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000143", "expert": "decision_memory", "type": "decision", "scope": "persona:coach", "content": "Previously, persona:coach used a different approach for tone; this is now superseded.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0020", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000144", "expert": "session_memory", "type": "summary", "scope": "persona:coach", "content": "A conflicting note claims persona:coach uses terse and blunt for tone.", "tags": ["tone", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0020", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000145", "expert": "session_memory", "type": "episode", "scope": "persona:coach", "content": "In an old session we briefly mentioned tone, but nothing was decided.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0020", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000146", "expert": "user_memory", "type": "profile", "scope": "persona:other-persona", "content": "The other-persona persona uses a warm, professional tone.", "tags": ["tone", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0020", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000147", "expert": "user_memory", "type": "preference", "scope": "persona:tutor", "content": "The tutor persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.85, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0021", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000148", "expert": "user_memory", "type": "preference", "scope": "persona:tutor", "content": "Note: The tutor persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.75, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0021", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000149", "expert": "session_memory", "type": "document", "scope": "persona:tutor", "content": "General background notes about local-first configuration and trade-offs.", "tags": ["local-first", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0021", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000150", "expert": "decision_memory", "type": "decision", "scope": "persona:tutor", "content": "Previously, persona:tutor used a different approach for local-first; this is now superseded.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0021", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000151", "expert": "session_memory", "type": "summary", "scope": "persona:tutor", "content": "A conflicting note claims persona:tutor uses cloud-first for local-first.", "tags": ["local-first", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0021", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000152", "expert": "session_memory", "type": "episode", "scope": "persona:tutor", "content": "In an old session we briefly mentioned local-first, but nothing was decided.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0021", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000153", "expert": "user_memory", "type": "preference", "scope": "persona:other-persona", "content": "The other-persona persona prefers local-first tools over cloud services.", "tags": ["local-first", "negative"], "importance": 0.85, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0021", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000154", "expert": "user_memory", "type": "profile", "scope": "persona:tutor", "content": "The tutor persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.7, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0022", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000155", "expert": "user_memory", "type": "profile", "scope": "persona:tutor", "content": "Note: The tutor persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.6, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0022", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000156", "expert": "session_memory", "type": "document", "scope": "persona:tutor", "content": "General background notes about tone configuration and trade-offs.", "tags": ["tone", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0022", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000157", "expert": "decision_memory", "type": "decision", "scope": "persona:tutor", "content": "Previously, persona:tutor used a different approach for tone; this is now superseded.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0022", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000158", "expert": "session_memory", "type": "summary", "scope": "persona:tutor", "content": "A conflicting note claims persona:tutor uses terse and blunt for tone.", "tags": ["tone", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0022", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000159", "expert": "session_memory", "type": "episode", "scope": "persona:tutor", "content": "In an old session we briefly mentioned tone, but nothing was decided.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0022", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000160", "expert": "user_memory", "type": "profile", "scope": "persona:other-persona", "content": "The other-persona persona uses a warm, professional tone.", "tags": ["tone", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0022", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000161", "expert": "user_memory", "type": "preference", "scope": "persona:concierge", "content": "The concierge persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.85, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0023", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000162", "expert": "user_memory", "type": "preference", "scope": "persona:concierge", "content": "Note: The concierge persona prefers local-first tools over cloud services.", "tags": ["preference", "tools"], "importance": 0.75, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0023", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000163", "expert": "session_memory", "type": "document", "scope": "persona:concierge", "content": "General background notes about local-first configuration and trade-offs.", "tags": ["local-first", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0023", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000164", "expert": "decision_memory", "type": "decision", "scope": "persona:concierge", "content": "Previously, persona:concierge used a different approach for local-first; this is now superseded.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0023", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000165", "expert": "session_memory", "type": "summary", "scope": "persona:concierge", "content": "A conflicting note claims persona:concierge uses cloud-first for local-first.", "tags": ["local-first", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0023", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000166", "expert": "session_memory", "type": "episode", "scope": "persona:concierge", "content": "In an old session we briefly mentioned local-first, but nothing was decided.", "tags": ["local-first", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0023", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000167", "expert": "user_memory", "type": "preference", "scope": "persona:other-persona", "content": "The other-persona persona prefers local-first tools over cloud services.", "tags": ["local-first", "negative"], "importance": 0.85, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0023", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000168", "expert": "user_memory", "type": "profile", "scope": "persona:concierge", "content": "The concierge persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.7, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0024", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000169", "expert": "user_memory", "type": "profile", "scope": "persona:concierge", "content": "Note: The concierge persona uses a warm, professional tone.", "tags": ["profile", "tone"], "importance": 0.6, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0024", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000170", "expert": "session_memory", "type": "document", "scope": "persona:concierge", "content": "General background notes about tone configuration and trade-offs.", "tags": ["tone", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0024", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000171", "expert": "decision_memory", "type": "decision", "scope": "persona:concierge", "content": "Previously, persona:concierge used a different approach for tone; this is now superseded.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0024", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000172", "expert": "session_memory", "type": "summary", "scope": "persona:concierge", "content": "A conflicting note claims persona:concierge uses terse and blunt for tone.", "tags": ["tone", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0024", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000173", "expert": "session_memory", "type": "episode", "scope": "persona:concierge", "content": "In an old session we briefly mentioned tone, but nothing was decided.", "tags": ["tone", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0024", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000174", "expert": "user_memory", "type": "profile", "scope": "persona:other-persona", "content": "The other-persona persona uses a warm, professional tone.", "tags": ["tone", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0024", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000175", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the router is implemented in src/matrix_context/router.py.", "tags": ["code", "router"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0025", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000176", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the router is implemented in src/matrix_context/router.py.", "tags": ["code", "router"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0025", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000177", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about router configuration and trade-offs.", "tags": ["router", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0025", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000178", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for router; this is now superseded.", "tags": ["router", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0025", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000179", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for router.", "tags": ["router", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0025", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000180", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned router, but nothing was decided.", "tags": ["router", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0025", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000181", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the router is implemented in src/matrix_context/router.py.", "tags": ["router", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0025", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000182", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the assembler is implemented in src/matrix_context/assembler.py.", "tags": ["code", "assembler"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0026", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000183", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the assembler is implemented in src/matrix_context/assembler.py.", "tags": ["code", "assembler"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0026", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000184", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about assembler configuration and trade-offs.", "tags": ["assembler", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0026", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000185", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for assembler; this is now superseded.", "tags": ["assembler", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0026", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000186", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for assembler.", "tags": ["assembler", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0026", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000187", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned assembler, but nothing was decided.", "tags": ["assembler", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0026", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000188", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the assembler is implemented in src/matrix_context/assembler.py.", "tags": ["assembler", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0026", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000189", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the store is implemented in src/matrix_context/store.py.", "tags": ["code", "store"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0027", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000190", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the store is implemented in src/matrix_context/store.py.", "tags": ["code", "store"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0027", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000191", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about store configuration and trade-offs.", "tags": ["store", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0027", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000192", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for store; this is now superseded.", "tags": ["store", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0027", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000193", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for store.", "tags": ["store", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0027", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000194", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned store, but nothing was decided.", "tags": ["store", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0027", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000195", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the store is implemented in src/matrix_context/store.py.", "tags": ["store", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0027", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000196", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the retrieval is implemented in src/matrix_context/retrieval.py.", "tags": ["code", "retrieval"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0028", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000197", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the retrieval is implemented in src/matrix_context/retrieval.py.", "tags": ["code", "retrieval"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0028", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000198", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about retrieval configuration and trade-offs.", "tags": ["retrieval", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0028", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000199", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for retrieval; this is now superseded.", "tags": ["retrieval", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0028", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000200", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for retrieval.", "tags": ["retrieval", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0028", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000201", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned retrieval, but nothing was decided.", "tags": ["retrieval", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0028", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000202", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the retrieval is implemented in src/matrix_context/retrieval.py.", "tags": ["retrieval", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0028", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000203", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the embedder is implemented in src/matrix_context/embedder.py.", "tags": ["code", "embedder"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0029", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000204", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the embedder is implemented in src/matrix_context/embedder.py.", "tags": ["code", "embedder"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0029", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000205", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about embedder configuration and trade-offs.", "tags": ["embedder", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0029", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000206", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for embedder; this is now superseded.", "tags": ["embedder", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0029", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000207", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for embedder.", "tags": ["embedder", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0029", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000208", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned embedder, but nothing was decided.", "tags": ["embedder", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0029", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000209", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the embedder is implemented in src/matrix_context/embedder.py.", "tags": ["embedder", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0029", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000210", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "In matrix-context, the cli is implemented in src/matrix_context/cli.py.", "tags": ["code", "cli"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0030", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000211", "expert": "code_context", "type": "code", "scope": "project:matrix-context", "content": "Note: In matrix-context, the cli is implemented in src/matrix_context/cli.py.", "tags": ["code", "cli"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0030", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000212", "expert": "document_rag", "type": "document", "scope": "project:matrix-context", "content": "General background notes about cli configuration and trade-offs.", "tags": ["cli", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0030", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000213", "expert": "decision_memory", "type": "decision", "scope": "project:matrix-context", "content": "Previously, project:matrix-context used a different approach for cli; this is now superseded.", "tags": ["cli", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0030", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000214", "expert": "session_memory", "type": "summary", "scope": "project:matrix-context", "content": "A conflicting note claims project:matrix-context uses a notebook for cli.", "tags": ["cli", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0030", "role": "distractor", "negative_kind": "contradictory_memory"}
{"context_id": "ctx_000215", "expert": "session_memory", "type": "episode", "scope": "project:matrix-context", "content": "In an old session we briefly mentioned cli, but nothing was decided.", "tags": ["cli", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0030", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000216", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the cli is implemented in src/matrix_context/cli.py.", "tags": ["cli", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0030", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000217", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the router is implemented in src/agent_generator/router.py.", "tags": ["code", "router"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0031", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000218", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "Note: In agent-generator, the router is implemented in src/agent_generator/router.py.", "tags": ["code", "router"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0031", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000219", "expert": "document_rag", "type": "document", "scope": "project:agent-generator", "content": "General background notes about router configuration and trade-offs.", "tags": ["router", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0031", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
{"context_id": "ctx_000220", "expert": "decision_memory", "type": "decision", "scope": "project:agent-generator", "content": "Previously, project:agent-generator used a different approach for router; this is now superseded.", "tags": ["router", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0031", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000221", "expert": "session_memory", "type": "summary", "scope": "project:agent-generator", "content": "A conflicting note claims project:agent-generator uses a notebook for router.", "tags": ["router", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0031", "role": "distractor", "negative_kind": "contradictory_memory"}
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{"context_id": "ctx_000224", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the assembler is implemented in src/agent_generator/assembler.py.", "tags": ["code", "assembler"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0032", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000229", "expert": "session_memory", "type": "episode", "scope": "project:agent-generator", "content": "In an old session we briefly mentioned assembler, but nothing was decided.", "tags": ["assembler", "negative"], "importance": 0.3, "confidence": 0.5, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0032", "role": "distractor", "negative_kind": "stale_session_note"}
{"context_id": "ctx_000230", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the assembler is implemented in src/agent_generator/assembler.py.", "tags": ["assembler", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0032", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000231", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the store is implemented in src/agent_generator/store.py.", "tags": ["code", "store"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0033", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000234", "expert": "decision_memory", "type": "decision", "scope": "project:agent-generator", "content": "Previously, project:agent-generator used a different approach for store; this is now superseded.", "tags": ["store", "negative"], "importance": 0.3, "confidence": 0.4, "source": "synthetic_hard_negative", "created_at": "2025-09-01T10:00:00Z", "topic": "t_0033", "role": "distractor", "negative_kind": "outdated_decision"}
{"context_id": "ctx_000235", "expert": "session_memory", "type": "summary", "scope": "project:agent-generator", "content": "A conflicting note claims project:agent-generator uses a notebook for store.", "tags": ["store", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0033", "role": "distractor", "negative_kind": "contradictory_memory"}
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{"context_id": "ctx_000238", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the retrieval is implemented in src/agent_generator/retrieval.py.", "tags": ["code", "retrieval"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0034", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000239", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "Note: In agent-generator, the retrieval is implemented in src/agent_generator/retrieval.py.", "tags": ["code", "retrieval"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0034", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000240", "expert": "document_rag", "type": "document", "scope": "project:agent-generator", "content": "General background notes about retrieval configuration and trade-offs.", "tags": ["retrieval", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0034", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
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{"context_id": "ctx_000242", "expert": "session_memory", "type": "summary", "scope": "project:agent-generator", "content": "A conflicting note claims project:agent-generator uses a notebook for retrieval.", "tags": ["retrieval", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0034", "role": "distractor", "negative_kind": "contradictory_memory"}
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{"context_id": "ctx_000245", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the embedder is implemented in src/agent_generator/embedder.py.", "tags": ["code", "embedder"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0035", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000251", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the embedder is implemented in src/agent_generator/embedder.py.", "tags": ["embedder", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0035", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000252", "expert": "code_context", "type": "code", "scope": "project:agent-generator", "content": "In agent-generator, the cli is implemented in src/agent_generator/cli.py.", "tags": ["code", "cli"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0036", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000259", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the router is implemented in src/homepilot/router.py.", "tags": ["code", "router"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0037", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000266", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the assembler is implemented in src/homepilot/assembler.py.", "tags": ["code", "assembler"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0038", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000272", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the assembler is implemented in src/other-project/assembler.py.", "tags": ["assembler", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0038", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000273", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the store is implemented in src/homepilot/store.py.", "tags": ["code", "store"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0039", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000280", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the retrieval is implemented in src/homepilot/retrieval.py.", "tags": ["code", "retrieval"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0040", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000287", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the embedder is implemented in src/homepilot/embedder.py.", "tags": ["code", "embedder"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0041", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000288", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "Note: In homepilot, the embedder is implemented in src/homepilot/embedder.py.", "tags": ["code", "embedder"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0041", "role": "acceptable", "negative_kind": null}
{"context_id": "ctx_000289", "expert": "document_rag", "type": "document", "scope": "project:homepilot", "content": "General background notes about embedder configuration and trade-offs.", "tags": ["embedder", "negative"], "importance": 0.4, "confidence": 0.7, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0041", "role": "distractor", "negative_kind": "same_keyword_wrong_expert"}
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{"context_id": "ctx_000294", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "In homepilot, the cli is implemented in src/homepilot/cli.py.", "tags": ["code", "cli"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0042", "role": "gold", "negative_kind": null}
{"context_id": "ctx_000295", "expert": "code_context", "type": "code", "scope": "project:homepilot", "content": "Note: In homepilot, the cli is implemented in src/homepilot/cli.py.", "tags": ["code", "cli"], "importance": 0.5, "confidence": 0.85, "source": "synthetic_acceptable", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0042", "role": "acceptable", "negative_kind": null}
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{"context_id": "ctx_000298", "expert": "session_memory", "type": "summary", "scope": "project:homepilot", "content": "A conflicting note claims project:homepilot uses a notebook for cli.", "tags": ["cli", "negative"], "importance": 0.35, "confidence": 0.3, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0042", "role": "distractor", "negative_kind": "contradictory_memory"}
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{"context_id": "ctx_000300", "expert": "code_context", "type": "code", "scope": "project:other-project", "content": "In other-project, the cli is implemented in src/other-project/cli.py.", "tags": ["cli", "negative"], "importance": 0.6, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0042", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000301", "expert": "code_context", "type": "code", "scope": "project:gitpilot", "content": "In gitpilot, the router is implemented in src/gitpilot/router.py.", "tags": ["code", "router"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0043", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000308", "expert": "code_context", "type": "code", "scope": "project:gitpilot", "content": "In gitpilot, the assembler is implemented in src/gitpilot/assembler.py.", "tags": ["code", "assembler"], "importance": 0.6, "confidence": 0.92, "source": "synthetic_gold", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0044", "role": "gold", "negative_kind": null}
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{"context_id": "ctx_000839", "expert": "document_rag", "type": "document", "scope": "project:other-project", "content": "The other-project whitepaper positioning section states that routed typed context cuts distractors at equal recall.", "tags": ["positioning", "negative"], "importance": 0.7, "confidence": 0.9, "source": "synthetic_hard_negative", "created_at": "2026-06-04T10:00:00Z", "topic": "t_0119", "role": "distractor", "negative_kind": "same_expert_wrong_scope"}
{"context_id": "ctx_000840", "expert": "policy_rules", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #0 loosely related to store and cli.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000842", "expert": "code_context", "type": "fact", "scope": "persona:analyst", "content": "Background fact #2 loosely related to tone and cli.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000843", "expert": "project_memory", "type": "fact", "scope": "persona:secretary", "content": "Background fact #3 loosely related to tone and embedder.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000844", "expert": "policy_rules", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #4 loosely related to abstract and router.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000845", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #5 loosely related to limitations and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000846", "expert": "policy_rules", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #6 loosely related to MCP server and retrieval.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000847", "expert": "policy_rules", "type": "fact", "scope": "persona:analyst", "content": "Background fact #7 loosely related to local-first and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000848", "expert": "session_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #8 loosely related to audit logs and cli.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000849", "expert": "tool_history", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #9 loosely related to API keys and cli.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000850", "expert": "policy_rules", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #10 loosely related to positioning and cli.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000851", "expert": "user_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #11 loosely related to REST API and retrieval.", "tags": ["filler"], "importance": 0.3, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000852", "expert": "user_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #12 loosely related to PII and store.", "tags": ["filler"], "importance": 0.16, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000853", "expert": "tool_history", "type": "fact", "scope": "project:homepilot", "content": "Background fact #13 loosely related to audit logs and store.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000854", "expert": "policy_rules", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #14 loosely related to store and retrieval.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000855", "expert": "document_rag", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #15 loosely related to secrets and embedder.", "tags": ["filler"], "importance": 0.17, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000856", "expert": "code_context", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #16 loosely related to cli and cli.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000857", "expert": "session_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #17 loosely related to storage backend and cli.", "tags": ["filler"], "importance": 0.29, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000858", "expert": "session_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #18 loosely related to API keys and router.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000859", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #19 loosely related to positioning and assembler.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000860", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #20 loosely related to results and cli.", "tags": ["filler"], "importance": 0.18, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000861", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #21 loosely related to pytest and cli.", "tags": ["filler"], "importance": 0.36, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000862", "expert": "tool_history", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #22 loosely related to results and assembler.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000863", "expert": "tool_history", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #23 loosely related to experiments.runner and embedder.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000864", "expert": "code_context", "type": "fact", "scope": "persona:analyst", "content": "Background fact #24 loosely related to local-first and cli.", "tags": ["filler"], "importance": 0.25, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000866", "expert": "tool_history", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #26 loosely related to MCP server and embedder.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000867", "expert": "user_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #27 loosely related to router and store.", "tags": ["filler"], "importance": 0.16, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000873", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #33 loosely related to positioning and router.", "tags": ["filler"], "importance": 0.2, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000875", "expert": "document_rag", "type": "fact", "scope": "project:homepilot", "content": "Background fact #35 loosely related to audit logs and assembler.", "tags": ["filler"], "importance": 0.3, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000882", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #42 loosely related to Milvus and embedder.", "tags": ["filler"], "importance": 0.38, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
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{"context_id": "ctx_000887", "expert": "policy_rules", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #47 loosely related to store and store.", "tags": ["filler"], "importance": 0.28, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000888", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #48 loosely related to router and store.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000889", "expert": "document_rag", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #49 loosely related to retrieval and retrieval.", "tags": ["filler"], "importance": 0.28, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000890", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #50 loosely related to audit logs and router.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000891", "expert": "user_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #51 loosely related to router and router.", "tags": ["filler"], "importance": 0.2, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000892", "expert": "user_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #52 loosely related to positioning and router.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000893", "expert": "user_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #53 loosely related to method and router.", "tags": ["filler"], "importance": 0.24, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000894", "expert": "project_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #54 loosely related to embedder and store.", "tags": ["filler"], "importance": 0.18, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000895", "expert": "code_context", "type": "fact", "scope": "project:homepilot", "content": "Background fact #55 loosely related to abstract and router.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000896", "expert": "code_context", "type": "fact", "scope": "project:homepilot", "content": "Background fact #56 loosely related to pytest and embedder.", "tags": ["filler"], "importance": 0.34, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000897", "expert": "document_rag", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #57 loosely related to limitations and assembler.", "tags": ["filler"], "importance": 0.27, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000898", "expert": "decision_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #58 loosely related to eval.harness and embedder.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000899", "expert": "user_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #59 loosely related to Milvus and embedder.", "tags": ["filler"], "importance": 0.33, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000900", "expert": "session_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #60 loosely related to embedder and store.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000901", "expert": "policy_rules", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #61 loosely related to secrets and store.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000902", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #62 loosely related to storage backend and assembler.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000903", "expert": "policy_rules", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #63 loosely related to MCP server and router.", "tags": ["filler"], "importance": 0.4, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000904", "expert": "session_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #64 loosely related to results and assembler.", "tags": ["filler"], "importance": 0.29, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000905", "expert": "policy_rules", "type": "fact", "scope": "project:homepilot", "content": "Background fact #65 loosely related to method and router.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000906", "expert": "session_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #66 loosely related to store and retrieval.", "tags": ["filler"], "importance": 0.24, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000907", "expert": "user_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #67 loosely related to retrieval and assembler.", "tags": ["filler"], "importance": 0.24, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000908", "expert": "decision_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #68 loosely related to storage backend and embedder.", "tags": ["filler"], "importance": 0.18, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000909", "expert": "code_context", "type": "fact", "scope": "project:homepilot", "content": "Background fact #69 loosely related to cli and assembler.", "tags": ["filler"], "importance": 0.39, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000910", "expert": "tool_history", "type": "fact", "scope": "project:homepilot", "content": "Background fact #70 loosely related to positioning and retrieval.", "tags": ["filler"], "importance": 0.15, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000911", "expert": "document_rag", "type": "fact", "scope": "project:homepilot", "content": "Background fact #71 loosely related to limitations and retrieval.", "tags": ["filler"], "importance": 0.18, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000912", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #72 loosely related to API keys and assembler.", "tags": ["filler"], "importance": 0.33, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000913", "expert": "document_rag", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #73 loosely related to eval.harness and assembler.", "tags": ["filler"], "importance": 0.11, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000914", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #74 loosely related to abstract and retrieval.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000915", "expert": "user_memory", "type": "fact", "scope": "persona:tutor", "content": "Background fact #75 loosely related to tone and router.", "tags": ["filler"], "importance": 0.1, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000916", "expert": "policy_rules", "type": "fact", "scope": "persona:analyst", "content": "Background fact #76 loosely related to local-first and router.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000917", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #77 loosely related to API keys and assembler.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000918", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #78 loosely related to method and router.", "tags": ["filler"], "importance": 0.39, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000919", "expert": "user_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #79 loosely related to Milvus and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000920", "expert": "decision_memory", "type": "fact", "scope": "persona:coach", "content": "Background fact #80 loosely related to local-first and cli.", "tags": ["filler"], "importance": 0.25, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000921", "expert": "policy_rules", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #81 loosely related to results and assembler.", "tags": ["filler"], "importance": 0.25, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000922", "expert": "project_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #82 loosely related to pytest and assembler.", "tags": ["filler"], "importance": 0.19, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000923", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #83 loosely related to PII and embedder.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000924", "expert": "tool_history", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #84 loosely related to limitations and cli.", "tags": ["filler"], "importance": 0.17, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000925", "expert": "session_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #85 loosely related to storage backend and assembler.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000926", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #86 loosely related to REST API and router.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000927", "expert": "document_rag", "type": "fact", "scope": "persona:analyst", "content": "Background fact #87 loosely related to tone and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000928", "expert": "tool_history", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #88 loosely related to eval.harness and cli.", "tags": ["filler"], "importance": 0.17, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000929", "expert": "project_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #89 loosely related to cli and store.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000930", "expert": "user_memory", "type": "fact", "scope": "persona:secretary", "content": "Background fact #90 loosely related to tone and embedder.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000931", "expert": "user_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #91 loosely related to secrets and embedder.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000932", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #92 loosely related to storage backend and store.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000933", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #93 loosely related to positioning and embedder.", "tags": ["filler"], "importance": 0.25, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000934", "expert": "document_rag", "type": "fact", "scope": "project:homepilot", "content": "Background fact #94 loosely related to Milvus and embedder.", "tags": ["filler"], "importance": 0.39, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000935", "expert": "session_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #95 loosely related to router and cli.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000936", "expert": "tool_history", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #96 loosely related to assembler and retrieval.", "tags": ["filler"], "importance": 0.27, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000937", "expert": "document_rag", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #97 loosely related to results and retrieval.", "tags": ["filler"], "importance": 0.19, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000938", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #98 loosely related to results and cli.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000939", "expert": "document_rag", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #99 loosely related to retrieval and embedder.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000940", "expert": "project_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #100 loosely related to MCP server and store.", "tags": ["filler"], "importance": 0.16, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000941", "expert": "tool_history", "type": "fact", "scope": "persona:analyst", "content": "Background fact #101 loosely related to tone and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000942", "expert": "code_context", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #102 loosely related to API keys and retrieval.", "tags": ["filler"], "importance": 0.38, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000943", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #103 loosely related to router and assembler.", "tags": ["filler"], "importance": 0.29, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000944", "expert": "project_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #104 loosely related to limitations and cli.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000945", "expert": "project_memory", "type": "fact", "scope": "persona:secretary", "content": "Background fact #105 loosely related to tone and embedder.", "tags": ["filler"], "importance": 0.22, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000946", "expert": "tool_history", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #106 loosely related to store and assembler.", "tags": ["filler"], "importance": 0.4, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000947", "expert": "user_memory", "type": "fact", "scope": "persona:coach", "content": "Background fact #107 loosely related to tone and router.", "tags": ["filler"], "importance": 0.12, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000948", "expert": "user_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #108 loosely related to API keys and cli.", "tags": ["filler"], "importance": 0.33, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000949", "expert": "project_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #109 loosely related to retrieval and retrieval.", "tags": ["filler"], "importance": 0.36, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000950", "expert": "project_memory", "type": "fact", "scope": "persona:coach", "content": "Background fact #110 loosely related to local-first and router.", "tags": ["filler"], "importance": 0.2, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000951", "expert": "user_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #111 loosely related to storage backend and router.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000952", "expert": "policy_rules", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #112 loosely related to cli and retrieval.", "tags": ["filler"], "importance": 0.19, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000953", "expert": "policy_rules", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #113 loosely related to store and embedder.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000954", "expert": "policy_rules", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #114 loosely related to embedder and store.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000955", "expert": "project_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #115 loosely related to store and cli.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000956", "expert": "project_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #116 loosely related to storage backend and store.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000957", "expert": "policy_rules", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #117 loosely related to retrieval and router.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000958", "expert": "project_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #118 loosely related to PII and router.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000959", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #119 loosely related to secrets and assembler.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000960", "expert": "document_rag", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #120 loosely related to embedder and store.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000961", "expert": "decision_memory", "type": "fact", "scope": "persona:secretary", "content": "Background fact #121 loosely related to local-first and cli.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000962", "expert": "project_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #122 loosely related to Milvus and store.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000963", "expert": "user_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #123 loosely related to embedder and cli.", "tags": ["filler"], "importance": 0.1, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000964", "expert": "user_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #124 loosely related to audit logs and assembler.", "tags": ["filler"], "importance": 0.2, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000965", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #125 loosely related to cli and router.", "tags": ["filler"], "importance": 0.21, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000966", "expert": "tool_history", "type": "fact", "scope": "project:homepilot", "content": "Background fact #126 loosely related to cli and cli.", "tags": ["filler"], "importance": 0.16, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000967", "expert": "user_memory", "type": "fact", "scope": "persona:analyst", "content": "Background fact #127 loosely related to tone and embedder.", "tags": ["filler"], "importance": 0.15, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000968", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #128 loosely related to cli and embedder.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000969", "expert": "document_rag", "type": "fact", "scope": "persona:secretary", "content": "Background fact #129 loosely related to local-first and retrieval.", "tags": ["filler"], "importance": 0.27, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000970", "expert": "user_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #130 loosely related to positioning and embedder.", "tags": ["filler"], "importance": 0.38, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000971", "expert": "decision_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #131 loosely related to limitations and retrieval.", "tags": ["filler"], "importance": 0.34, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000972", "expert": "session_memory", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #132 loosely related to router and retrieval.", "tags": ["filler"], "importance": 0.19, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000973", "expert": "code_context", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #133 loosely related to API keys and retrieval.", "tags": ["filler"], "importance": 0.15, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000974", "expert": "decision_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #134 loosely related to experiments.runner and retrieval.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000975", "expert": "document_rag", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #135 loosely related to PII and cli.", "tags": ["filler"], "importance": 0.14, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000976", "expert": "decision_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #136 loosely related to positioning and embedder.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000977", "expert": "code_context", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #137 loosely related to storage backend and retrieval.", "tags": ["filler"], "importance": 0.11, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000978", "expert": "session_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #138 loosely related to retrieval and router.", "tags": ["filler"], "importance": 0.33, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000979", "expert": "document_rag", "type": "fact", "scope": "persona:concierge", "content": "Background fact #139 loosely related to tone and retrieval.", "tags": ["filler"], "importance": 0.35, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000980", "expert": "document_rag", "type": "fact", "scope": "persona:coach", "content": "Background fact #140 loosely related to tone and assembler.", "tags": ["filler"], "importance": 0.23, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000981", "expert": "session_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #141 loosely related to PII and router.", "tags": ["filler"], "importance": 0.22, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000982", "expert": "code_context", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #142 loosely related to retrieval and embedder.", "tags": ["filler"], "importance": 0.36, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000983", "expert": "decision_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #143 loosely related to assembler and router.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000984", "expert": "session_memory", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #144 loosely related to secrets and retrieval.", "tags": ["filler"], "importance": 0.37, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000985", "expert": "user_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #145 loosely related to PII and retrieval.", "tags": ["filler"], "importance": 0.13, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000986", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #146 loosely related to audit logs and router.", "tags": ["filler"], "importance": 0.38, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000987", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #147 loosely related to secrets and router.", "tags": ["filler"], "importance": 0.31, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000988", "expert": "user_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #148 loosely related to audit logs and assembler.", "tags": ["filler"], "importance": 0.32, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000989", "expert": "session_memory", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #149 loosely related to storage backend and cli.", "tags": ["filler"], "importance": 0.38, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000990", "expert": "code_context", "type": "fact", "scope": "project:gitpilot", "content": "Background fact #150 loosely related to method and retrieval.", "tags": ["filler"], "importance": 0.24, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000991", "expert": "decision_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #151 loosely related to embedder and assembler.", "tags": ["filler"], "importance": 0.18, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000992", "expert": "document_rag", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #152 loosely related to limitations and embedder.", "tags": ["filler"], "importance": 0.39, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000993", "expert": "user_memory", "type": "fact", "scope": "persona:analyst", "content": "Background fact #153 loosely related to tone and cli.", "tags": ["filler"], "importance": 0.39, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000994", "expert": "project_memory", "type": "fact", "scope": "persona:tutor", "content": "Background fact #154 loosely related to tone and store.", "tags": ["filler"], "importance": 0.15, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000995", "expert": "code_context", "type": "fact", "scope": "project:agent-generator", "content": "Background fact #155 loosely related to PII and cli.", "tags": ["filler"], "importance": 0.4, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000996", "expert": "code_context", "type": "fact", "scope": "project:matrix-context", "content": "Background fact #156 loosely related to storage backend and router.", "tags": ["filler"], "importance": 0.24, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000997", "expert": "project_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #157 loosely related to Milvus and cli.", "tags": ["filler"], "importance": 0.28, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000998", "expert": "user_memory", "type": "fact", "scope": "project:ruslanmv-web", "content": "Background fact #158 loosely related to router and assembler.", "tags": ["filler"], "importance": 0.27, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}
{"context_id": "ctx_000999", "expert": "decision_memory", "type": "fact", "scope": "project:homepilot", "content": "Background fact #159 loosely related to MCP server and retrieval.", "tags": ["filler"], "importance": 0.29, "confidence": 0.6, "source": "synthetic_filler", "created_at": "2026-06-04T10:00:00Z", "topic": "", "role": "filler", "negative_kind": null}