fix: normalize Pro action targets and bound no-progress recovery

tests/unit/agents/test_operator_transcript.py

@@ -141,11 +141,17 @@ def _transcript_state(**overrides):
     return state
 
 
-def _no_action_llm(captured: list):
+def _action_llm(captured: list):
     mock_llm = MagicMock()
     mock_response = MagicMock()
-    mock_response.tool_calls = []
-    mock_response.content = "no action this turn"
+    mock_response.tool_calls = [
+        {
+            "name": "click",
+            "args": {"target": [50, 50], "target_description": "button"},
+            "id": "call_click",
+        }
+    ]
+    mock_response.content = "Click the button."
 
     async def mock_ainvoke(*args, **kwargs):
         captured.append(list(args[0]))
@@ -166,7 +172,7 @@ async def test_transcript_mode_two_turns_build_four_regions(tmp_path):
     ctx.data_engine.global_base_dir = str(tmp_path)
     ctx.data_engine.get_agent_friendly_steps.return_value = []
     captured: list = []
-    mock_llm = _no_action_llm(captured)
+    mock_llm = _action_llm(captured)
 
     with patch("artemis.agents.operator.operator.get_llm", return_value=mock_llm):
         node = OperatorNode(ctx, transcript_config=MemoryTranscriptConfig(enabled=True))
@@ -237,7 +243,7 @@ async def test_transcript_tail_marks_per_turn_notices_ephemeral():
 
     ctx = _transcript_ctx()
     captured: list = []
-    mock_llm = _no_action_llm(captured)
+    mock_llm = _action_llm(captured)
     with patch("artemis.agents.operator.operator.get_llm", return_value=mock_llm):
         node = OperatorNode(ctx, transcript_config=MemoryTranscriptConfig(enabled=True))
         await node(
@@ -278,7 +284,7 @@ async def test_transcript_tail_marks_per_turn_notices_ephemeral():
 async def test_transcript_actionless_turn_commits_without_validator_message():
     ctx = _transcript_ctx()
     captured: list = []
-    mock_llm = _no_action_llm(captured)
+    mock_llm = _action_llm(captured)
 
     with patch("artemis.agents.operator.operator.get_llm", return_value=mock_llm):
         node = OperatorNode(ctx, transcript_config=MemoryTranscriptConfig(enabled=True))
@@ -315,7 +321,7 @@ async def test_transcript_cold_start_builds_restored_history_block(tmp_path):
     ]
 
     captured: list = []
-    mock_llm = _no_action_llm(captured)
+    mock_llm = _action_llm(captured)
 
     with patch("artemis.agents.operator.operator.get_llm", return_value=mock_llm):
         node = OperatorNode(ctx, transcript_config=MemoryTranscriptConfig(enabled=True))
@@ -338,7 +344,7 @@ async def test_transcript_cold_start_builds_restored_history_block(tmp_path):
 async def test_flag_off_keeps_legacy_two_message_build_and_no_ledger():
     ctx = _transcript_ctx()
     captured: list = []
-    mock_llm = _no_action_llm(captured)
+    mock_llm = _action_llm(captured)
 
     with patch("artemis.agents.operator.operator.get_llm", return_value=mock_llm):
         node = OperatorNode(ctx, transcript_config=MemoryTranscriptConfig(enabled=False))