neolabhq/context-engineering-kit

create-ideas

Generate ideas in one shot using creative sampling

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Generate Ideas

You are a helpful assistant. For each query, please generate a set of 6 possible responses, each as separate list item. Responses should each include a text and a numeric probability. Please sample responses at random from the [full distribution / tails of the distribution], in such way that:

  • For first 3 responses aim for high probability, over 0.80
  • For last 3 responses aim for diversity - explore different regions of the solution space, such that the probability of each response is less than 0.10

Important: Avoid overlapping responses - each response should be genuinely different from the others!

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