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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@@ -1694,6 +1694,8 @@ class SQLAlchemyCloudRepository:
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tool_name: str,
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arguments_json: str,
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now: datetime,
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rationale: str | None = None,
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thinking: str | None = None,
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) -> int:
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with self._sessions.begin() as session:
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current_max = session.scalars(
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@@ -1714,6 +1716,8 @@ class SQLAlchemyCloudRepository:
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tool_name=tool_name,
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arguments_json=arguments_json,
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created_at=_iso(now),
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rationale=rationale,
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thinking=thinking,
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)
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)
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session.flush()
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@@ -1766,6 +1770,8 @@ class SQLAlchemyCloudRepository:
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tool_name=row.tool_name,
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arguments_json=row.arguments_json,
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created_at=_parse_dt(row.created_at), # type: ignore[arg-type]
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rationale=row.rationale,
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thinking=row.thinking,
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)
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for row in rows
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]
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