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feat(runtime): add planner reflection history with rationale and thinking
Tests / Test failed: 2, passed: 849
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- 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
This commit is contained in:
q792602257
2026-07-15 12:43:22 +08:00
parent 96e403ee47
commit a5aeb8889c
26 changed files with 903 additions and 25 deletions
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packages/cloud-platform/cloud/db_models.py
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@@ -155,6 +155,8 @@ class PlannerDecisionLogRow(Base):
tool_name: Mapped[str] = mapped_column(String, nullable=False)
arguments_json: Mapped[str] = mapped_column(Text, nullable=False)
created_at: Mapped[str] = mapped_column(String, nullable=False)
rationale: Mapped[str | None] = mapped_column(Text, nullable=True)
thinking: Mapped[str | None] = mapped_column(Text, nullable=True)
class PluginRow(Base):