diff --git a/tests/integration/test_worker_task_resilience.py b/tests/integration/test_worker_task_resilience.py
new file mode 100644
index 0000000..d6a694d
--- /dev/null
+++ b/tests/integration/test_worker_task_resilience.py
@@ -0,0 +1,161 @@
+"""Worker task resilience tests (Gitea issue #3 / P0).
+
+T1 — concurrent assign: only one worker wins; complete×stuck does not lose task.
+T10 — fault loop: heartbeat busy → assigned → cron stuck → handler fails task + creates retry.
+"""
+from datetime import timedelta
+import pytest
+from unittest.mock import AsyncMock, MagicMock
+
+from sqlmodel import Session, create_engine, select
+
+from agenteval.intelligent_eval import cron_pool
+from agenteval.intelligent_eval.models import IntelligentEvalStatus
+from agenteval.intelligent_eval.task_queue import assign_task, complete_task, get_next_task
+from agenteval.storage.db import (
+    IntelligentEvalDB,
+    IntelligentEvalTaskQueueDB,
+    OpenClawCronPoolDB,
+    utc_now,
+)
+
+
+# T1 — concurrent assign: only one worker wins
+
+
+def test_concurrent_assign_only_one_succeeds(db_session):
+    task = IntelligentEvalTaskQueueDB(
+        eval_id="eval1", status="pending", priority=1, reason="slot_due"
+    )
+    db_session.add(task)
+    db_session.commit()
+
+    ok1 = assign_task(task.id, "cron-A", db_session)
+    ok2 = assign_task(task.id, "cron-B", db_session)
+
+    assert ok1 is True
+    assert ok2 is False
+
+    db_session.refresh(task)
+    assert task.status == "assigned"
+    assert task.assigned_cron_id == "cron-A"
+
+
+@pytest.mark.xfail(
+    reason=(
+        "Known race: assign_task lacks atomic CAS — two sessions can both read "
+        "status=pending and both commit. Tracked in .scratch/v111-architecture-scan.md "
+        "discoveries. Fix requires atomic UPDATE ... WHERE status=pending in assign_task."
+    ),
+    strict=False,
+)
+def test_concurrent_assign_via_two_sessions(tmp_db_path, db_session):
+    task = IntelligentEvalTaskQueueDB(
+        eval_id="eval1", status="pending", priority=1, reason="slot_due"
+    )
+    db_session.add(task)
+    db_session.commit()
+
+    engine2 = create_engine(
+        f"sqlite:///{tmp_db_path}",
+        connect_args={"check_same_thread": False},
+    )
+    session2 = Session(engine2)
+    try:
+        t_main = get_next_task(db_session)
+        t_other = get_next_task(session2)
+        assert t_main is not None and t_other is not None
+        assert t_main.id == t_other.id
+
+        results = (
+            assign_task(t_main.id, "cron-main", db_session),
+            assign_task(t_other.id, "cron-other", session2),
+        )
+        assert sorted(results) == [False, True]
+
+        session2.expire_all()
+        final = db_session.get(IntelligentEvalTaskQueueDB, t_main.id)
+        assert final.status == "assigned"
+        assert final.assigned_cron_id in {"cron-main", "cron-other"}
+    finally:
+        session2.close()
+        engine2.dispose()
+
+
+# T1 — complete × stuck-handler convergence: task is never lost
+
+
+def test_complete_and_stuck_converge_to_terminal_state(db_session):
+    task = IntelligentEvalTaskQueueDB(
+        eval_id="eval1",
+        status="assigned",
+        priority=1,
+        reason="slot_due",
+        assigned_cron_id="cron-1",
+        assigned_at=utc_now(),
+    )
+    db_session.add(task)
+    db_session.commit()
+
+    complete_task(task.id, True, None, db_session)
+    complete_task(task.id, False, "Cron stuck", db_session)
+
+    db_session.refresh(task)
+    assert task.status in {"completed", "failed"}
+
+
+# T10 — heartbeat busy → kill → requeue
+
+
+def test_heartbeat_busy_kill_requeue_creates_retry_task(db_session):
+    import asyncio
+
+    eval_db = IntelligentEvalDB(
+        name="requeue-test",
+        target_id="t1",
+        status=IntelligentEvalStatus.EXECUTING.value,
+    )
+    db_session.add(eval_db)
+    db_session.commit()
+
+    cron = OpenClawCronPoolDB(
+        openclaw_cron_id="cron-stuck",
+        status="busy",
+        last_active_at=utc_now() - timedelta(minutes=cron_pool.STUCK_THRESHOLD_MINUTES + 5),
+        current_eval_id=eval_db.id,
+    )
+    db_session.add(cron)
+
+    original = IntelligentEvalTaskQueueDB(
+        eval_id=eval_db.id,
+        status="assigned",
+        priority=1,
+        reason="slot_due",
+        assigned_cron_id="cron-stuck",
+        assigned_at=utc_now(),
+    )
+    db_session.add(original)
+    db_session.commit()
+
+    client = MagicMock()
+    client.delete_cron = AsyncMock(return_value=None)
+    client.create_cron = AsyncMock(return_value="cron-new")
+
+    stuck = cron_pool.detect_stuck_crons(db_session)
+    assert any(c.openclaw_cron_id == "cron-stuck" for c in stuck)
+
+    asyncio.run(cron_pool.handle_stuck_cron(cron, db_session, client))
+
+    db_session.refresh(original)
+    assert original.status == "failed"
+    assert "stuck" in (original.error or "").lower()
+
+    retry = db_session.exec(
+        select(IntelligentEvalTaskQueueDB).where(
+            IntelligentEvalTaskQueueDB.eval_id == eval_db.id,
+            IntelligentEvalTaskQueueDB.reason == "cron_stuck_retry",
+        )
+    ).first()
+    assert retry is not None
+    assert retry.status == "pending"
+    assert retry.assigned_cron_id is None