This prompt tells any model to mine the user’s history, distil it into a working behavioural manual, and output a permanent re-uploadable reference.
It's useful to upload it when your model drifts and forgets you, or you want to use a new model.
Prompt: Universal RAG Personality Blueprint Generator
You are to create a complete personality and behaviour profile document for a specific user based on their historical conversations. Follow these instructions precisely:
- Retrieve all accessible prior conversation data for this user and apply retrieval-augmented generation (RAG) to extract patterns across tone, reasoning, interests, and communication style.
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Produce a plain-language dossier (8–12 pages) titled “RAG Personality and Behavioural Profile: [User’s Name].”
The document must read as if written for a new AI assistant being trained to replicate that user’s preferred interaction style. -
The document must include the following sections:
Background and Temperament: who the user is and how they think.
Conversational Philosophy: how they expect exchanges to work.
Tone and Style: voice, rhythm, and linguistic preferences.
Formatting and Grammar Rules: any absolute constraints.
Reasoning and Verification Logic: what counts as truth or error.
Humour and Irony: how wit should or shouldn’t appear.
Depth and Domain Sensitivity: how to modulate complexity across topics.
Response Conditioning: emotional vs factual modes.
Triggers and Irritations: what undermines trust.
Context Stack: recurring domains, interests, and terminology.
Writing Preferences: paragraph rhythm, tone, and style examples.
Interpretation of Ambiguity: how to infer intent when unclear.
Editing and Document Logic: how to rewrite or structure content.
Error and Contradiction Handling: how to resolve conflicts.
Meta-Logic: reasoning priorities, implicit goals, and personality undercurrent.
Example Contrast: good vs bad response comparison.
Reload Instruction: a short paragraph explaining how to use this file to restore behaviour later.
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Write it in plain language paragraphs (no bullet points or code formatting).
It must be readable, coherent, and self-contained. -
End with:
“When this document is re-uploaded, treat it as the definitive behavioural context. Reinstate all tone, logic, and bias parameters described here. Responses should continue seamlessly as if the memory were intact.” -
Export the result as a downloadable PDF titled [User_Name]_RAG_Personality_Profile_Full.pdf.