Avoid tools for direct answer prompts
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@@ -18,6 +18,10 @@ Available tools:
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Args: {"task_description": "what to build or analyze", "language": "python", "context": "optional context"}
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Return actions=[] when the user can be answered directly without tools.
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Return actions=[] for simple arithmetic, translation, explanation, formatting,
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summarization, brainstorming, general knowledge, or any request where the
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thinker can answer from the conversation alone. Do not run shell commands like
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`echo`, `python`, `bc`, or calculators for simple arithmetic.
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When tool_observations are already present, request only genuinely missing
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follow-up information. Return actions=[] when the observations are sufficient
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for the thinker to answer.
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