[KongchangAI]
Unverified50% confidenceDecision RuleExact time

The decision logic for choosing a prompting pattern is: zero-shot for simple deterministic tasks, few-shot when a specific format or style is needed, CoT or ToT for complex reasoning, RAG when external information is needed, ReAct or Agent for multi-step tool calling, and optimization + evaluation + version management as a trio for high-risk production scenarios.

1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen

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