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"action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-D4BB", "signature_id": null, "occurred_at": "2026-06-13T02:50:42.9599+00:00", "payload": { "ref": "OPP-D4BB", "source": "registry-notice", "drivers": [ "TA match: Cardiology", "Phase fit: Phase 2", "High value: $50M+" ], "fitScore": 100, "synthetic": true, "deterministic": true } }, { "id": "527648c9-5e6e-4ba4-a20f-723a58b24121", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-7C27", "signature_id": null, "occurred_at": "2026-06-13T02:50:42.90895+00:00", "payload": { "ref": "OPP-7C27", "source": "public-rfp-board", "drivers": [ "TA match: Immunology", "Phase fit: Phase 2", "High value: $50M+" ], "fitScore": 100, "synthetic": true, "deterministic": true } }, { "id": "2b96aec7-fd6e-4afe-8355-18914730e79e", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-91C4", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-91C4", "source": "public-rfp-board", "fitScore": 82, "synthetic": true, "deterministic": true } }, { "id": "3dc58365-2138-42a2-b783-5d23250e46b7", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-58EE", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-58EE", "source": "public-rfp-board", "fitScore": 70, "synthetic": true, "deterministic": true } }, { "id": "6609a561-3095-404c-822b-2b5420993ca5", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-3F2A", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-3F2A", "source": "public-rfp-board", "fitScore": 90, "synthetic": true, "deterministic": true } }, { "id": "95971b5f-b7c8-4c5b-8d47-13c22ce557ea", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-0A93", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-0A93", "source": "public-rfp-board", "fitScore": 75, "synthetic": true, "deterministic": true } }, { "id": "b76d6c96-d261-4bd5-a5e9-5423a83f38e2", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-22D0", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-22D0", "source": "public-rfp-board", "fitScore": 88, "synthetic": true, "deterministic": true } }, { "id": "f903d814-2043-419b-a59c-6a1522255dab", "study_id": null, "actor_kind": "agent", "actor_id": "32-opportunity-sourcing", "action": "source-opportunities", "subject_kind": "bd-opportunity", "subject_id": "OPP-7B11", "signature_id": null, "occurred_at": "2026-06-12T03:08:18.12226+00:00", "payload": { "ref": "OPP-7B11", "source": "public-rfp-board", "fitScore": 85, "synthetic": true, "deterministic": true } }, { "id": "f2c745ed-9f16-4492-83f9-cf610f88ef1b", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-08DC73", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-08DC73", "registrySource": "synthetic-registry" } }, { "id": "5981eea6-2f99-45f4-93c6-842398beee3c", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-61F3AA", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-61F3AA", "registrySource": "synthetic-registry" } }, { "id": "5d324f40-0fd7-4aaa-bca6-38e029367e01", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-4B8810", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-4B8810", "registrySource": "synthetic-registry" } }, { "id": "767f64f9-56e1-4447-a68c-a074f559205a", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-9C04B1", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-9C04B1", "registrySource": "synthetic-registry" } }, { "id": "7b2b055e-faec-49f2-a90c-98778c8ca2e6", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-2E55D0", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-2E55D0", "registrySource": "synthetic-registry" } }, { "id": "ca61dca7-472a-496c-b38b-ae5bfe0b2386", "study_id": null, "actor_kind": "agent", "actor_id": "34-patient-recruitment", "action": "identify-candidates", "subject_kind": "recruitment-candidate", "subject_id": "CAND-7A1F22", "signature_id": null, "occurred_at": "2026-06-12T00:35:30.94897+00:00", "payload": { "synthetic": true, "eligibility": { "total": 4, "matchedCount": 4 }, "protocolRef": "XYZ-2026-001", "deterministic": true, "candidateToken": "CAND-7A1F22", "registrySource": "synthetic-registry" } }, { "id": "cbeadb1a-08c5-4a00-9346-022d5273e404", "study_id": null, "actor_kind": "agent", "actor_id": "12-rbqm-analytics", "action": "compute-rankings", "subject_kind": "study", "subject_id": "cron-2026-06-08T10:15:09.243Z", "signature_id": null, "occurred_at": "2026-06-08T10:15:15.709496+00:00", "payload": { "cron": true, "ranAt": "2026-06-08T10:15:09.243Z", "usage": { "durationMs": 6315, "inputTokens": 77, "outputTokens": 206, "cacheReadInputTokens": 0, "cacheCreationInputTokens": 0 }, "prompt": "You are the RBQM (Risk-Based Quality Management) analytics agent. The platform monitors 8 sites across active studies. Provide a one-paragraph (50–80 words) snapshot of risk posture this hour. Flag any patterns worth a CRA review. Do not invent numbers; use deterministic counts only.", "source": "kick-rbqm-analytics", "modelId": "claude-sonnet-4-6", "siteCount": 8, "windowHours": 24, "modelInvoked": true, "modelProvider": "anthropic" } }, { "id": "fab08fa3-078c-43d1-b1d6-f7d9774a8004", "study_id": null, "actor_kind": "agent", "actor_id": "27-audit-trail", "action": "audit:reported", "subject_kind": "audit_trail_report", "subject_id": "cron-2026-06-08T10:00:15.152Z", "signature_id": null, "occurred_at": "2026-06-08T10:00:27.753601+00:00", "payload": { "summary": "Window 2026-06-08T09:00:15Z – 10:00:15Z contains 5 events from 2 actors. Agent '12-rbqm-analytics' fired 4 consecutive 'compute-rankings' events (≈every 15 min) versus 1 event from the only other actor, constituting a relative rate spike. No 'promote' actions were observed, so no missing-signature violations on that action type. No A4 autonomy-class references detected. All compute-rankings events carry null signature_id, which is noted but consistent with automated cron invocations; QA lead should confirm whether cron-sourced agent actions are exempt from signature requirements per platform policy.", "anomalies": [ { "kind": "high-rate-spike", "message": "Actor '12-rbqm-analytics' fired 4 out of 5 events in the window (80%), all 'compute-rankings', at approximately 15-minute cron intervals. While individually each is a scheduled cron invocation, the volume dominance relative to the only other actor ('27-audit-trail', 1 event) and the rapid cadence warrants QA review to confirm the scheduler has not misconfigured the interval or triggered duplicate jobs.", "eventIds": [ "ba05c45b-2425-4973-b5f9-13965725e786", "8030e262-7b86-4ef2-b2e1-266869679736", "3fd3566a-3101-4e51-b1fb-f24ac24c5f5d", "fa81622b-815a-4cbf-949e-ad8c1299c444" ], "severity": "medium" }, { "kind": "other", "message": "All 5 events in the window carry null 'signature_id', including the 'audit:reported' event from '27-audit-trail'. While none are 'promote' actions (which would trigger a hard missing-signature violation), the absence of signatures across all event types — including audit trail reports — should be confirmed as intentional per platform policy for agent-originated cron and audit events.", "eventIds": [ "c6e17486-27c7-4bb4-b64e-9fed38b9e025", "ba05c45b-2425-4973-b5f9-13965725e786", "8030e262-7b86-4ef2-b2e1-266869679736", "3fd3566a-3101-4e51-b1fb-f24ac24c5f5d", "fa81622b-815a-4cbf-949e-ad8c1299c444" ], "severity": "low" } ], "windowEnd": "2026-06-08T10:00:15.152Z", "payloadHash": "1cd62642acb774ee5cdbb28b75d7ffa61e8c4c5bf4945b83849068122dbd120c", "windowStart": "2026-06-08T09:00:15.191Z", "modelVersion": "claude-sonnet-4-7-20260101", "eventsExamined": 5 } }, { "id": "fa81622b-815a-4cbf-949e-ad8c1299c444", "study_id": null, "actor_kind": "agent", "actor_id": "12-rbqm-analytics", "action": "compute-rankings", "subject_kind": "study", "subject_id": "cron-2026-06-08T10:00:09.558Z", "signature_id": null, "occurred_at": "2026-06-08T10:00:14.553167+00:00", "payload": { "cron": true, "ranAt": "2026-06-08T10:00:09.558Z", "usage": { "durationMs": 4819, "inputTokens": 77, "outputTokens": 139, "cacheReadInputTokens": 0, "cacheCreationInputTokens": 0 }, "prompt": "You are the RBQM (Risk-Based Quality Management) analytics agent. The platform monitors 8 sites across active studies. Provide a one-paragraph (50–80 words) snapshot of risk posture this hour. Flag any patterns worth a CRA review. Do not invent numbers; use deterministic counts only.", "source": "kick-rbqm-analytics", "modelId": "claude-sonnet-4-6", "siteCount": 8, "windowHours": 24, "modelInvoked": true, "modelProvider": "anthropic" } }, { "id": "3fd3566a-3101-4e51-b1fb-f24ac24c5f5d", "study_id": null, "actor_kind": "agent", "actor_id": "12-rbqm-analytics", "action": "compute-rankings", "subject_kind": "study", "subject_id": "cron-2026-06-08T09:45:09.165Z", "signature_id": null, "occurred_at": "2026-06-08T09:45:15.816206+00:00", "payload": { "cron": true, "ranAt": "2026-06-08T09:45:09.165Z", "usage": { "durationMs": 6376, "inputTokens": 77, "outputTokens": 204, "cacheReadInputTokens": 0, "cacheCreationInputTokens": 0 }, "prompt": "You are the RBQM (Risk-Based Quality Management) analytics agent. The platform monitors 8 sites across active studies. Provide a one-paragraph (50–80 words) snapshot of risk posture this hour. Flag any patterns worth a CRA review. Do not invent numbers; use deterministic counts only.", "source": "kick-rbqm-analytics", "modelId": "claude-sonnet-4-6", "siteCount": 8, "windowHours": 24, "modelInvoked": true, "modelProvider": "anthropic" } }, { "id": "8030e262-7b86-4ef2-b2e1-266869679736", "study_id": null, "actor_kind": "agent", "actor_id": "12-rbqm-analytics", "action": "compute-rankings", "subject_kind": "study", "subject_id": "cron-2026-06-08T09:30:38.328Z", "signature_id": null, "occurred_at": "2026-06-08T09:30:43.344012+00:00", "payload": { "cron": true, "ranAt": "2026-06-08T09:30:38.328Z", "usage": { "durationMs": 4785, "inputTokens": 77, "outputTokens": 104, "cacheReadInputTokens": 0, "cacheCreationInputTokens": 0 }, "prompt": "You are the RBQM (Risk-Based Quality Management) analytics agent. The platform monitors 8 sites across active studies. Provide a one-paragraph (50–80 words) snapshot of risk posture this hour. Flag any patterns worth a CRA review. Do not invent numbers; use deterministic counts only.", "source": "kick-rbqm-analytics", "modelId": "claude-sonnet-4-6", "siteCount": 8, "windowHours": 24, "modelInvoked": true, "modelProvider": "anthropic" } }, { "id": "ba05c45b-2425-4973-b5f9-13965725e786", "study_id": null, "actor_kind": "agent", "actor_id": "12-rbqm-analytics", "action": "compute-rankings", "subject_kind": "study", "subject_id": "cron-2026-06-08T09:15:29.295Z", "signature_id": null, "occurred_at": "2026-06-08T09:15:36.71901+00:00", "payload": { "cron": true, "ranAt": "2026-06-08T09:15:29.295Z", "usage": { "durationMs": 7259, "inputTokens": 77, "outputTokens": 248, "cacheReadInputTokens": 0, "cacheCreationInputTokens": 0 }, "prompt": "You are the RBQM (Risk-Based Quality Management) analytics agent. The platform monitors 8 sites across active studies. Provide a one-paragraph (50–80 words) snapshot of risk posture this hour. Flag any patterns worth a CRA review. Do not invent numbers; use deterministic counts only.", "source": "kick-rbqm-analytics", "modelId": "claude-sonnet-4-6", "siteCount": 8, "windowHours": 24, "modelInvoked": true, "modelProvider": "anthropic" } }, { "id": "c6e17486-27c7-4bb4-b64e-9fed38b9e025", "study_id": null, "actor_kind": "agent", "actor_id": "27-audit-trail", "action": "audit:reported", "subject_kind": "audit_trail_report", "subject_id": "cron-2026-06-08T09:04:24.845Z", "signature_id": null, "occurred_at": "2026-06-08T09:04:26.951903+00:00", "payload": { "summary": "No events were present in the provided window (2026-06-08T08:04:24.918Z – 2026-06-08T09:04:24.845Z). No ALCOA+ anomalies could be identified.", "anomalies": [], "windowEnd": "2026-06-08T09:04:24.845Z", "payloadHash": "8d381447a9288e62dde8ced8d3ec80d45da9eee275ada460626faab127c5e8ab", "windowStart": "2026-06-08T08:04:24.918Z", "modelVersion": "claude-sonnet-4-7-20260101", "eventsExamined": 0 } }, { "id": "a48bcde3-4598-48a8-9234-fa3a3e986319", "study_id": null, "actor_kind": "system", "actor_id": "00-system", "action": "study-backfill", "subject_kind": "study", "subject_id": "OBS-PMR-001", "signature_id": null, "occurred_at": "2026-06-04T19:05:54.0462+00:00", "payload": { "code": "OBS-PMR-001", "source": "migration-0003-backfill" } }, { "id": "327d509e-ffdf-44df-9677-f8b8006598d9", "study_id": null, "actor_kind": "system", "actor_id": "00-system", "action": "study-backfill", "subject_kind": "study", "subject_id": "VAX-014", "signature_id": null, "occurred_at": "2026-06-04T19:05:20.169079+00:00", "payload": { "code": "VAX-014", "source": "migration-0003-backfill" } }, { "id": "c8c7a6fa-af9c-4db4-ab5e-ef2453296014", "study_id": null, "actor_kind": "system", "actor_id": "00-system", "action": "study-backfill", "subject_kind": "study", "subject_id": "CV-118", "signature_id": null, "occurred_at": "2026-06-04T19:04:47.220458+00:00", "payload": { "code": "CV-118", "source": "migration-0003-backfill" } }, { "id": "c2f2eb49-3296-4141-bfc2-b426acb8d950", "study_id": null, "actor_kind": "system", "actor_id": "00-system", "action": "study-backfill", "subject_kind": "study", "subject_id": "DERM-003", "signature_id": null, "occurred_at": "2026-06-04T19:04:12.211939+00:00", "payload": { "code": "DERM-003", "source": "migration-0003-backfill" } }, { "id": "e5ccfd0e-41cb-4910-93d6-f8e7c97e5acc", "study_id": null, "actor_kind": "system", "actor_id": "00-system", "action": "study-backfill", "subject_kind": "study", "subject_id": "RARE-007", "signature_id": null, "occurred_at": "2026-06-04T19:03:38.27269+00:00", "payload": { "code": "RARE-007", "source": 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