feat: add guided exploration and share user-started MCP backend

tests/unit/agents/test_checker.py

@@ -730,6 +730,27 @@ async def test_final_review_reports_no_guidance_explicitly():
     assert "# User guidance received during the run\n(none)\n" in text
 
 
+@pytest.mark.asyncio
+async def test_exploration_review_sees_conversation_and_can_read_earlier_messages():
+    ctx = _mock_ctx()
+    ctx.exploration_id = "exploration"
+    conversation = HumanMessage(content="用户已确认系统设置；示范不代表独立复跑")
+    history = _text_tool("read_exploration_messages", "历史回复")
+    review = AsyncMock(return_value=CheckReport())
+    with (
+        patch("artemis.agents.checker.checker._run_check_loop", review),
+        patch(
+            "artemis.agents.checker.checker._capture_final_screen",
+            AsyncMock(return_value=(None, "elements")),
+        ),
+        patch("artemis.exploration.runtime.conversation_message", return_value=conversation),
+        patch("artemis.exploration.runtime.history_tool", return_value=history),
+    ):
+        await run_final_check(ctx, goal="探索设置", plan_text="", ledger=[], check_items=[])
+    assert conversation in review.call_args.args[1]
+    assert history in review.call_args.args[2]
+
+
 # --- tool results: status is structural, never sniffed from the words -----------------