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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@@ -70,3 +70,21 @@ def test_load_config_falls_back_to_default_timeout_when_invalid_or_non_positive(
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for value in ["not-a-number", "0", "-5"]:
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config = load_config({"AI_PLANNER_TIMEOUT_SECONDS": value, **_NO_RELEVANT_VARS})
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assert config.timeout == DEFAULT_TIMEOUT_SECONDS
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def test_load_config_parses_thinking_budget_tokens() -> None:
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config = load_config({"AI_PLANNER_THINKING_BUDGET_TOKENS": "4096"})
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assert config.thinking_budget_tokens == 4096
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def test_load_config_thinking_budget_tokens_unset_defaults_to_none() -> None:
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config = load_config(_NO_RELEVANT_VARS)
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assert config.thinking_budget_tokens is None
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def test_load_config_thinking_budget_tokens_invalid_or_non_positive_gives_none() -> None:
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for value in ["not-a-number", "0", "-1"]:
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config = load_config({"AI_PLANNER_THINKING_BUDGET_TOKENS": value, **_NO_RELEVANT_VARS})
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assert config.thinking_budget_tokens is None
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