feat: release 1.5.1 with human review and batch filters

apps/admin_console/services/case_review.py

@@ -0,0 +1,40 @@
+"""Human review overlays the AI verdict without changing execution evidence."""
+
+from pathlib import Path
+
+from apps.admin_console.services.automation_store import AutomationStore
+from artemis.runtime.case_result import read_case_result
+
+
+def reviewed_result(
+    session_id: str, ai_result: dict | None, storage: AutomationStore
+) -> dict | None:
+    original = {**ai_result, "source": "ai"} if ai_result else None
+    record = storage.get("case_review", session_id)
+    reviews = (record or {}).get("reviews") or []
+    if not reviews:
+        return original
+    latest = reviews[-1]
+    return {
+        "status": latest["status"],
+        "reason": latest["reason"],
+        "evidence": [],
+        "source": "human",
+        "reviewed_at": latest["reviewed_at"],
+        "ai_result": original,
+    }
+
+
+def read_reviewed_result(
+    session_id: str,
+    execution_status: str,
+    error: str = "",
+    *,
+    storage: AutomationStore,
+    root: Path | None = None,
+) -> dict | None:
+    return reviewed_result(
+        session_id,
+        read_case_result(session_id, execution_status, error, root=root),
+        storage,
+    )