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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+traces/agent_traces.jsonl filter=lfs diff=lfs merge=lfs -text
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+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"aliases":{"items":{"type":"string"},"type":["array","null"]},"attributes_json":{"type":["string","null"]},"entity_id":{"type":["string","null"]},"kind":{"type":["string","null"]},"label":{"type":["string","null"]},"locations_json":{"type":["string","null"]},"target_set_id":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["entity_id","target_set_id","world_id","kind","label","aliases","attributes_json","locations_json"],"type":"object"}
diff --git a/schemas/protections.schema.json b/schemas/protections.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4fc1170db21eedd35dbe7284b03b5f980a6e074
--- /dev/null
+++ b/schemas/protections.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"approval_status":{"type":["string","null"]},"evidence_ids":{"items":{"type":"string"},"type":["array","null"]},"product_run_id":{"type":["string","null"]},"professional_escalation":{"type":["string","null"]},"protection_id":{"type":["string","null"]},"rationale":{"type":["string","null"]},"snapshot_id":{"type":["string","null"]},"status":{"type":["string","null"]},"summary":{"type":["string","null"]},"target_ids":{"items":{"type":"string"},"type":["array","null"]},"target_set_id":{"type":["string","null"]},"title":{"type":["string","null"]},"tool_available":{"type":["boolean","null"]},"tool_executed":{"type":["boolean","null"]},"tool_name":{"type":["string","null"]},"uncertainty":{"type":["string","null"]},"urgency":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["protection_id","product_run_id","target_set_id","world_id","snapshot_id","target_ids","title","summary","rationale","urgency","evidence_ids","uncertainty","professional_escalation","tool_name","tool_available","tool_executed","approval_status","status"],"type":"object"}
diff --git a/schemas/relationships.schema.json b/schemas/relationships.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b2be63d6a8665d44017e5dccf6e944b028add88
--- /dev/null
+++ b/schemas/relationships.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"confidence":{"type":["number","null"]},"created_at":{"type":["string","null"]},"derivation_event_id":{"type":["string","null"]},"evidence_ids":{"items":{"type":"string"},"type":["array","null"]},"predicate":{"type":["string","null"]},"relationship_id":{"type":["string","null"]},"snapshot_id":{"type":["string","null"]},"source_entity_id":{"type":["string","null"]},"state":{"type":["string","null"]},"target_entity_id":{"type":["string","null"]},"target_set_id":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["relationship_id","target_set_id","world_id","source_entity_id","predicate","target_entity_id","state","evidence_ids","confidence","snapshot_id","derivation_event_id","created_at"],"type":"object"}
diff --git a/schemas/simulation_rollouts.schema.json b/schemas/simulation_rollouts.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..f14ba35a96f4eea269a61d4362b0efa99cff6ecf
--- /dev/null
+++ b/schemas/simulation_rollouts.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"assumptions_json":{"type":["string","null"]},"base_snapshot_id":{"type":["string","null"]},"diffs_json":{"type":["string","null"]},"end_time":{"type":["string","null"]},"engine_version":{"type":["string","null"]},"evidence_basis_ids":{"items":{"type":"string"},"type":["array","null"]},"final_claims_json":{"type":["string","null"]},"final_snapshot_id":{"type":["string","null"]},"generated_claim_ids":{"items":{"type":"string"},"type":["array","null"]},"horizon":{"type":["string","null"]},"inferred_count":{"type":["integer","null"]},"observed_basis_count":{"type":["integer","null"]},"outcomes_json":{"type":["string","null"]},"product_run_id":{"type":["string","null"]},"protection_ids":{"items":{"type":"string"},"type":["array","null"]},"response_snapshot_json":{"type":["string","null"]},"safety_classification":{"type":["string","null"]},"seed":{"type":["integer","null"]},"simulated_count":{"type":["integer","null"]},"simulation_id":{"type":["string","null"]},"start_time":{"type":["string","null"]},"step_count":{"type":["integer","null"]},"structured_request_json":{"type":["string","null"]},"target_ids":{"items":{"type":"string"},"type":["array","null"]},"target_set_id":{"type":["string","null"]},"temporal_states_json":{"type":["string","null"]},"transition_rules_json":{"type":["string","null"]},"validation_json":{"type":["string","null"]},"variables_json":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["simulation_id","product_run_id","target_set_id","world_id","base_snapshot_id","horizon","seed","assumptions_json","start_time","end_time","step_count","final_snapshot_id","observed_basis_count","inferred_count","simulated_count","generated_claim_ids","outcomes_json","protection_ids","safety_classification","target_ids","variables_json","transition_rules_json","temporal_states_json","final_claims_json","diffs_json","response_snapshot_json","structured_request_json","validation_json","engine_version","evidence_basis_ids"],"type":"object"}
diff --git a/schemas/source_events.schema.json b/schemas/source_events.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..b77218a1a9a94a59a337c67c6281bbd1a474aab8
--- /dev/null
+++ b/schemas/source_events.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"canonical_event_id":{"type":["string","null"]},"claim_id":{"type":["string","null"]},"claim_state":{"type":["string","null"]},"confidence":{"type":["number","null"]},"content_hash":{"type":["string","null"]},"contradictory_event_ids":{"items":{"type":"string"},"type":["array","null"]},"corroborating_event_ids":{"items":{"type":"string"},"type":["array","null"]},"duplicate_cluster_id":{"type":["string","null"]},"duplicate_count":{"type":["integer","null"]},"entity_ids":{"items":{"type":"string"},"type":["array","null"]},"geography":{"type":["string","null"]},"is_synthetic":{"type":["boolean","null"]},"language":{"type":["string","null"]},"licence":{"type":["string","null"]},"material_bool":{"type":["boolean","null"]},"normalized_claim":{"type":["string","null"]},"product_run_id":{"type":["string","null"]},"prompt_injection_flag":{"type":["boolean","null"]},"publication_time":{"type":["string","null"]},"record_title":{"type":["string","null"]},"redistribution":{"type":["string","null"]},"retrieval_time":{"type":["string","null"]},"security_findings_json":{"type":["string","null"]},"source_class":{"type":["string","null"]},"source_event_id":{"type":["string","null"]},"source_id":{"type":["string","null"]},"source_record_locator":{"type":["string","null"]},"target_ids":{"items":{"type":"string"},"type":["array","null"]},"target_set_id":{"type":["string","null"]},"trust_tier":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["source_event_id","target_set_id","world_id","product_run_id","source_id","source_class","record_title","retrieval_time","publication_time","language","geography","source_record_locator","normalized_claim","claim_id","claim_state","entity_ids","target_ids","material_bool","confidence","duplicate_cluster_id","canonical_event_id","duplicate_count","corroborating_event_ids","contradictory_event_ids","licence","redistribution","trust_tier","prompt_injection_flag","security_findings_json","content_hash","is_synthetic"],"type":"object"}
diff --git a/schemas/source_registry.schema.json b/schemas/source_registry.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c63787e098dea091943fc81ab03ba0b31a4cf4d
--- /dev/null
+++ b/schemas/source_registry.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"access_method":{"type":["string","null"]},"first_observed_at":{"type":["string","null"]},"health_status":{"type":["string","null"]},"last_observed_at":{"type":["string","null"]},"license_summary":{"type":["string","null"]},"limitations":{"type":["string","null"]},"name":{"type":["string","null"]},"redistribution_constraints":{"type":["string","null"]},"retrieved_record_count":{"type":["integer","null"]},"source_class":{"type":["string","null"]},"source_id":{"type":["string","null"]},"target_set_ids":{"items":{"type":"string"},"type":["array","null"]}},"required":["source_id","name","source_class","access_method","license_summary","redistribution_constraints","health_status","limitations","retrieved_record_count","target_set_ids","first_observed_at","last_observed_at"],"type":"object"}
diff --git a/schemas/targets.schema.json b/schemas/targets.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a6bd5dfba7d847b66d6ed0d70eac758cab0bb40
--- /dev/null
+++ b/schemas/targets.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"attributes_json":{"type":["string","null"]},"case_class":{"type":["string","null"]},"context_types":{"items":{"type":"string"},"type":["array","null"]},"created_at":{"type":["string","null"]},"description":{"type":["string","null"]},"geographies":{"items":{"type":"string"},"type":["array","null"]},"inferred_kind":{"type":["string","null"]},"locations_json":{"type":["string","null"]},"name":{"type":["string","null"]},"relationships_json":{"type":["string","null"]},"source_ids":{"items":{"type":"string"},"type":["array","null"]},"target_id":{"type":["string","null"]},"target_reality":{"type":["string","null"]},"target_set_id":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["target_id","target_set_id","world_id","name","description","inferred_kind","target_reality","geographies","locations_json","attributes_json","relationships_json","context_types","source_ids","case_class","created_at"],"type":"object"}
diff --git a/schemas/validate_dataset.py b/schemas/validate_dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..4a2e40ef6ead4ed6f0eb6e2e978e7f42e39d0c81
--- /dev/null
+++ b/schemas/validate_dataset.py
@@ -0,0 +1,196 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import hashlib
+import json
+import os
+import re
+import sqlite3
+import tempfile
+from collections import Counter
+from datetime import datetime
+from pathlib import Path
+
+import pyarrow.parquet as pq
+
+ROOT = Path(__file__).resolve().parents[1]
+CONFIGS = ["targets", "entities", "world_snapshots", "source_events", "relationships", "agent_runs", "simulation_rollouts", "protections", "source_registry"]
+PRIMARY = {"targets":"target_id", "entities":"entity_id", "world_snapshots":"snapshot_id", "source_events":"source_event_id", "relationships":"relationship_id", "agent_runs":"agent_run_id", "simulation_rollouts":"simulation_id", "protections":"protection_id", "source_registry":"source_id"}
+TIME_COLUMNS = {"targets":["created_at"], "world_snapshots":["as_of"], "source_events":["retrieval_time","publication_time"], "relationships":["created_at"], "agent_runs":["started_at","completed_at"], "simulation_rollouts":["start_time","end_time"], "source_registry":["first_observed_at","last_observed_at"]}
+JSON_COLUMNS = {"targets":["locations_json","attributes_json","relationships_json"], "entities":["attributes_json","locations_json"], "world_snapshots":["material_changes_json","coverage_json","state_variables_json"], "source_events":["security_findings_json"], "agent_runs":["tool_calls_json","structured_output_json","structured_request_json","validation_json","world_diff_json"], "simulation_rollouts":["assumptions_json","outcomes_json","variables_json","transition_rules_json","temporal_states_json","final_claims_json","diffs_json","response_snapshot_json","structured_request_json","validation_json"]}
+SECRET_PATTERNS = [re.compile(value, re.I) for value in [r"/(?:Users|home)/", r"/private/tmp/", r"/var/folders/", r"-----BEGIN (?:RSA |OPENSSH |EC )?PRIVATE KEY-----", r"\bAKIA[0-9A-Z]{16}\b", r"\bsk-[A-Za-z0-9_-]{20,}\b", r"\bBearer\s+[A-Za-z0-9._-]{16,}\b", r"[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}"]]
+UNSAFE_PATTERNS = [re.compile(value, re.I) for value in [r"weaponiz", r"increase virulence", r"enhance pathogenic", r"synthesi[sz]e.{0,30}(?:virus|pathogen)", r"culture.{0,30}(?:virus|pathogen)", r"step[- ]by[- ]step.{0,60}(?:culture|pathogen|virus)"]]
+
+def files(name):
+    return sorted((ROOT / "data").glob(f"{name}-*.parquet"))
+
+def batches(name, columns=None):
+    for path in files(name):
+        parquet = pq.ParquetFile(path)
+        for batch in parquet.iter_batches(columns=columns, batch_size=8192):
+            yield batch.to_pylist()
+
+def iso(value):
+    if value is None:
+        return
+    datetime.fromisoformat(value.replace("Z", "+00:00"))
+
+def strings(value):
+    if isinstance(value, str):
+        yield value
+    elif isinstance(value, list):
+        for item in value:
+            yield from strings(item)
+    elif isinstance(value, dict):
+        for item in value.values():
+            yield from strings(item)
+
+def main():
+    manifest = json.loads((ROOT / "MANIFEST.json").read_text())
+    expected = manifest["counts"]
+    for name in CONFIGS:
+        actual = sum(pq.ParquetFile(path).metadata.num_rows for path in files(name))
+        assert actual == expected[name], (name, actual, expected[name])
+        schema = json.loads((ROOT / "schemas" / f"{name}.schema.json").read_text())
+        required = schema["required"]
+        for path in files(name):
+            assert pq.read_schema(path).names == required, (name, path.name)
+
+    with tempfile.NamedTemporaryFile(prefix="hf01-integrity-", suffix=".db") as temp:
+        db = sqlite3.connect(temp.name)
+        for name, column in PRIMARY.items():
+            db.execute(f"create table {name} (id text primary key)")
+            for batch in batches(name, [column]):
+                db.executemany(f"insert into {name}(id) values (?)", ((row[column],) for row in batch))
+        db.execute("create table simulation_claims (id text primary key)")
+        for batch in batches("simulation_rollouts", ["generated_claim_ids"]):
+            db.executemany("insert into simulation_claims(id) values (?)", ((claim_id,) for row in batch for claim_id in row["generated_claim_ids"]))
+        db.execute("create table observed_claims (id text primary key)")
+        for batch in batches("source_events", ["claim_id"]):
+            db.executemany("insert or ignore into observed_claims(id) values (?)", ((row["claim_id"],) for row in batch if row["claim_id"]))
+        db.commit()
+        db.execute("create table traces (id text primary key)")
+        with (ROOT / "traces" / "agent_traces.jsonl").open() as handle:
+            db.executemany("insert into traces(id) values (?)", ((json.loads(line)["trace_id"],) for line in handle))
+        db.commit()
+
+        def exists(table, value):
+            return value is None or db.execute(f"select 1 from {table} where id=?", (value,)).fetchone() is not None
+
+        target_sets = {}
+        world_ids = {}
+        for batch in batches("targets", ["target_id","target_set_id","world_id","target_reality"]):
+            for row in batch:
+                assert row["target_reality"] in {"synthetic", "public_real"}
+                target_sets[row["target_id"]] = row["target_set_id"]
+                world_ids[row["target_id"]] = row["world_id"]
+        for batch in batches("targets", ["source_ids"]):
+            for row in batch:
+                assert all(exists("source_registry", value) for value in row["source_ids"])
+        for batch in batches("source_events", ["canonical_event_id","corroborating_event_ids","contradictory_event_ids","source_id"]):
+            for row in batch:
+                assert exists("source_registry", row["source_id"])
+                assert exists("source_events", row["canonical_event_id"])
+                assert all(exists("source_events", value) for value in row["corroborating_event_ids"])
+                assert all(exists("source_events", value) for value in row["contradictory_event_ids"])
+        for batch in batches("world_snapshots", ["snapshot_id","snapshot_state","target_ids","entity_ids","observation_ids","relationship_ids","protection_ids","base_snapshot_id","simulated_claim_count","classification"]):
+            for row in batch:
+                assert all(exists("targets", value) for value in row["target_ids"])
+                assert all(exists("entities", value) for value in row["entity_ids"])
+                assert all(exists("observed_claims", value) or exists("simulation_claims", value) for value in row["observation_ids"])
+                assert all(exists("relationships", value) for value in row["relationship_ids"])
+                assert all(exists("protections", value) for value in row["protection_ids"])
+                if row["snapshot_state"] == "simulated":
+                    assert exists("world_snapshots", row["base_snapshot_id"])
+                    assert row["classification"] == "simulated"
+                else:
+                    assert row["snapshot_state"] == "observed" and row["simulated_claim_count"] == 0
+        for batch in batches("relationships", ["source_entity_id","target_entity_id","evidence_ids","snapshot_id","state","derivation_event_id"]):
+            for row in batch:
+                assert exists("entities", row["source_entity_id"]) or exists("targets", row["source_entity_id"])
+                assert exists("entities", row["target_entity_id"]) or exists("targets", row["target_entity_id"])
+                assert all(exists("source_events", value) for value in row["evidence_ids"])
+                assert exists("world_snapshots", row["snapshot_id"])
+                assert exists("traces", row["derivation_event_id"])
+                assert row["state"] in {"observed", "inferred", "simulated"}
+        for batch in batches("protections", ["target_ids","evidence_ids","snapshot_id"]):
+            for row in batch:
+                assert all(exists("targets", value) for value in row["target_ids"])
+                assert all(exists("source_events", value) for value in row["evidence_ids"])
+                assert exists("world_snapshots", row["snapshot_id"])
+        for batch in batches("simulation_rollouts", ["base_snapshot_id","final_snapshot_id","evidence_basis_ids","validation_json","safety_classification"]):
+            for row in batch:
+                assert exists("world_snapshots", row["base_snapshot_id"]) and exists("world_snapshots", row["final_snapshot_id"])
+                assert all(exists("source_events", value) for value in row["evidence_basis_ids"])
+                assert all(json.loads(row["validation_json"]).values())
+                assert row["safety_classification"] == "defensive-forecast"
+
+        codex_by_set = Counter()
+        providers = Counter()
+        for batch in batches("agent_runs", ["agent_run_id","target_set_id","provider","success","fallback","total_tokens","final_snapshot_id","package_sha256","result_event_id","evidence_ids"]):
+            for row in batch:
+                providers[row["provider"]] += 1
+                assert row["success"] and not row["fallback"]
+                assert row["package_sha256"] == manifest["product_package"]["sha256"]
+                assert exists("world_snapshots", row["final_snapshot_id"])
+                assert exists("traces", row["result_event_id"])
+                assert all(exists("source_events", value) for value in row["evidence_ids"])
+                if row["provider"] == "codex":
+                    codex_by_set[row["target_set_id"]] += 1
+                    assert row["total_tokens"] > 0
+        assert providers["mock"] == 0
+        assert providers["codex"] >= 1500
+        assert set(codex_by_set.values()) == {6}, Counter(codex_by_set.values())
+
+        trace_count = 0
+        with (ROOT / "traces" / "agent_traces.jsonl").open() as handle:
+            for line in handle:
+                row = json.loads(line)
+                trace_count += 1
+                assert row["agent_run_id"] is None or exists("agent_runs", row["agent_run_id"])
+                assert row["hidden_reasoning_included"] is False
+                iso(row["created_at"])
+                for value in strings(row):
+                    assert not any(pattern.search(value) for pattern in SECRET_PATTERNS), value[:120]
+                    assert not any(pattern.search(value) for pattern in UNSAFE_PATTERNS), value[:120]
+        assert trace_count == expected["agent_traces"]
+
+    source_states = Counter()
+    max_claim_length = 0
+    for name in CONFIGS:
+        scan_columns = list(dict.fromkeys(TIME_COLUMNS.get(name, []) + JSON_COLUMNS.get(name, [])))
+        if name == "source_events":
+            scan_columns += ["normalized_claim","claim_state","source_id","content_hash"]
+        for batch in batches(name, scan_columns or None):
+            for row in batch:
+                for column in TIME_COLUMNS.get(name, []):
+                    iso(row[column])
+                for column in JSON_COLUMNS.get(name, []):
+                    if row[column] is not None:
+                        json.loads(row[column])
+                if name == "source_events":
+                    assert row["source_id"] and row["content_hash"] and row["normalized_claim"]
+                    source_states[row["claim_state"]] += 1
+                    max_claim_length = max(max_claim_length, len(row["normalized_claim"]))
+                    assert len(row["normalized_claim"]) <= 2000
+                for value in strings(row):
+                    assert not any(pattern.search(value) for pattern in SECRET_PATTERNS), value[:120]
+                    assert not any(pattern.search(value) for pattern in UNSAFE_PATTERNS), value[:120]
+    assert "simulated" not in source_states
+
+    for line in (ROOT / "checksums.sha256").read_text().splitlines():
+        digest, relative = line.split("  ", 1)
+        assert hashlib.sha256((ROOT / relative).read_bytes()).hexdigest() == digest, relative
+
+    from datasets import load_dataset
+    hf_counts = {}
+    for name in CONFIGS:
+        dataset = load_dataset("parquet", data_files={"train": [str(path) for path in files(name)]}, split="train", streaming=True)
+        hf_counts[name] = sum(1 for _ in dataset)
+        assert hf_counts[name] == expected[name]
+
+    result = {"status":"PASS", "row_counts":expected, "hf_config_counts":hf_counts, "providers":dict(providers), "referential_integrity":True, "unique_primary_ids":True, "timestamps":True, "json_fields":True, "checksums":True, "privacy_secret_cot_scan":True, "biological_enablement_scan":True, "source_body_exclusion":True, "claim_state_separation":True, "max_normalized_claim_chars":max_claim_length}
+    print(json.dumps(result, indent=2))
+
+if __name__ == "__main__":
+    main()
diff --git a/schemas/world_snapshots.schema.json b/schemas/world_snapshots.schema.json
new file mode 100644
index 0000000000000000000000000000000000000000..859766ccce4d9135c81cd1986925e204477cb160
--- /dev/null
+++ b/schemas/world_snapshots.schema.json
@@ -0,0 +1 @@
+{"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false,"properties":{"agent_summary":{"type":["string","null"]},"as_of":{"type":["string","null"]},"base_snapshot_id":{"type":["string","null"]},"classification":{"type":["string","null"]},"coverage_json":{"type":["string","null"]},"entity_ids":{"items":{"type":"string"},"type":["array","null"]},"evidence_basis_ids":{"items":{"type":"string"},"type":["array","null"]},"inferred_claim_count":{"type":["integer","null"]},"material_changes_json":{"type":["string","null"]},"observation_ids":{"items":{"type":"string"},"type":["array","null"]},"observed_claim_count":{"type":["integer","null"]},"protection_ids":{"items":{"type":"string"},"type":["array","null"]},"relationship_ids":{"items":{"type":"string"},"type":["array","null"]},"rollout_id":{"type":["string","null"]},"simulated_claim_count":{"type":["integer","null"]},"simulation_horizon":{"type":["string","null"]},"simulation_seed":{"type":["integer","null"]},"snapshot_id":{"type":["string","null"]},"snapshot_state":{"type":["string","null"]},"state_variables_json":{"type":["string","null"]},"step_index":{"type":["integer","null"]},"step_label":{"type":["string","null"]},"target_ids":{"items":{"type":"string"},"type":["array","null"]},"target_set_id":{"type":["string","null"]},"transition_source":{"type":["string","null"]},"world_id":{"type":["string","null"]}},"required":["snapshot_id","target_set_id","world_id","as_of","snapshot_state","target_ids","entity_ids","observation_ids","relationship_ids","protection_ids","material_changes_json","coverage_json","agent_summary","observed_claim_count","inferred_claim_count","simulated_claim_count","base_snapshot_id","simulation_horizon","simulation_seed","rollout_id","step_index","step_label","state_variables_json","transition_source","evidence_basis_ids","classification"],"type":"object"}
diff --git a/traces/agent_traces.jsonl b/traces/agent_traces.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd59f8985c67934d36d6e8f40d14816e74b51293
--- /dev/null
+++ b/traces/agent_traces.jsonl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7426ed5c201a9a64e5fc550d5572598787445fae8a98edcc10634d90704cb60
+size 381852069