Efficient Semantic Thinking · camjampng bundle Use when an agent is processing complex information, planning multi-step tasks, maintaining state, comparing alternatives, repeatedly manipulating information, or drafting text that shows signs of AI-generated writing. Apply whenever natural-language reasoning introduces linguistic overhead, repetition, ambiguity, or verbosity, or when output needs to read as human-written — factual, specific, and free of promotional filler, inflated significance, and formulaic phrasing.
