feat(runtime): add planner reflection history with rationale and thinking
Tests / Test failed: 2, passed: 849
Tests / Test failed: 2, passed: 849
- ToolCallDecision captures thinking blocks and pre-tool text output
- AnthropicToolCallingClient supports optional extended thinking (budget_tokens + beta header)
- PlannedStep carries rationale and thinking from each LLM decision
- WorldEvent replaces scene_summary with rationale/thinking/page fields (backward-compatible)
- AI planner system prompt instructs reflection before each tool call
- _history_summary() emits compact {page, rationale, action, success} dicts
- Cloud DB migration 0011 adds nullable rationale/thinking columns to planner_decision_log
- OpenAI client extracts reasoning_content into thinking field
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@@ -27,9 +27,9 @@ def test_world_event_and_state_to_dict() -> None:
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widgets=[SemanticWidget(element_id="send", purpose="send message")],
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)
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event = WorldEvent(
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scene_summary=semantic_scene,
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action="tap",
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success=True,
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scene_summary=semantic_scene,
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)
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state = WorldState.with_history_bound(2)
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state.current_app = "com.example.chat"
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@@ -51,10 +51,38 @@ def test_world_event_and_state_to_dict() -> None:
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def test_world_state_history_evicts_oldest_entry_at_bound() -> None:
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state = WorldState.with_history_bound(2)
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state.history.append(WorldEvent(_scene(), "first", True))
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state.history.append(WorldEvent(_scene(), "second", True))
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state.history.append(WorldEvent(_scene(), "third", True))
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state.history.append(WorldEvent(action="first", success=True))
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state.history.append(WorldEvent(action="second", success=True))
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state.history.append(WorldEvent(action="third", success=True))
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assert len(state.history) == 2
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assert [event.action for event in state.history] == ["second", "third"]
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assert state.history.maxlen == 2
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def test_world_event_with_rationale_thinking_page() -> None:
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event = WorldEvent(
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action="tap",
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success=True,
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rationale="Previous step opened settings. Now tapping account.",
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thinking="I should navigate to account settings.",
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page="Settings",
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)
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data = event.to_dict()
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assert data["rationale"] == "Previous step opened settings. Now tapping account."
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assert data["thinking"] == "I should navigate to account settings."
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assert data["page"] == "Settings"
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assert data["scene_summary"] is None
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def test_world_event_all_optional_fields_none() -> None:
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event = WorldEvent(action="swipe", success=False)
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data = event.to_dict()
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assert data["rationale"] is None
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assert data["thinking"] is None
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assert data["page"] is None
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assert data["scene_summary"] is None
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assert data["action"] == "swipe"
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assert data["success"] is False
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