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Prefilled Assistant Response Technique

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Chris Laub
Contributed byChris LaubXSource

Oct 6, 2025

Prefilled Assistant Response Technique A prompt engineering pattern that uses a prefilled assistant response to control output structure and avoid generic fluff.

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Use prefilled assistant responses to guide AI output formatting and eliminate preamble. API structure: { "messages": [ {"role": "user", "content": "Analyze this contract"}, {"role": "assistant", "content": "<analysis>\nKey risks identified:\n1. "} ] } Claude continues from where you l...

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References

Categories:productivity| twitter| prefilled-response| prompt-engineering

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