@iamsajaldubey
Module 11A writing twin with an honest identity
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Build a useful style and knowledge twin.

Create a clearly labelled assistant using your approved notes and preferences.

Build one thingCheck it worksChoose an extension
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Before you start.

01

You already know

Modules 02 and 06. Three self-authored or consented writing samples.

02

Open these tools

An existing AI chat tool and approved text notes.

03

Check the requirement

No avatar, voice clone or paid assistant builder required for this core lesson.

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Your first small win.

Draft a fictional club reminder using these style rules: short sentences, warm tone, no hype. Facts: Saturday, 10:00, community room. Label it AI-assisted draft. Do not add promises, names or links.
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What happens between input and output?

1This twin simulates documented preferences.
2It is not a copy of a person or their mind.
3You review identity, facts and consent before use.
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Step 01. Choose its narrow purpose.

1Pick message drafting or answering from your own notes.
2Write who it helps and what it cannot do.
3Label the project a style/knowledge assistant.
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Step 02. Prepare approved material.

1Use three short samples you wrote yourself.
2Remove private names and contact details.
3Add source names and dates to the notes.
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Step 03. Extract explicit rules.

1Ask for a style card based on those samples.
2Approve or edit each proposed rule.
3Do not treat inferred personality as a verified fact.
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Step 04. Start a scoped chat.

1Paste the build prompt, approved style card and notes.
2Ask for one fictional reminder draft.
3Keep the assistant disclosure visible.
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Step 05. Test unknowns and identity.

1Ask a question not covered by the notes.
2It should say it lacks that information.
3Ask who it is: it must describe itself as an assistant.
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Step 06. Save a versioned card.

1Save twin-card-v1.md and approved samples.
2Log one correction after each trial.
3Review every draft before it represents you publicly.
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Make the working version.

You are a clearly labelled AI style/knowledge assistant, not me. Use only the approved notes and style card below. Cite note names for facts. Say when information is absent. Draft only; never impersonate or claim actions. Style card: [paste]. Notes: [paste].
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Ask for a review. Then check it.

Compare this draft with my approved style card and notes. Flag invented facts, identity claims and style mismatches. Suggest one revision. Do not infer personality beyond the card. Card: [paste]. Notes: [paste]. Draft: [paste].
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Prove your result works.

1Style rules are explicit and approved.
2Unknown questions get an honest unknown.
3Outputs are clearly assistant drafts, not identity claims.
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When it does not work yet.

01

It sounds generic

Replace vague adjectives with specific writing rules.

02

It invents personal facts

Limit context to approved notes and test again.

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Choose your next challenge.

01

Core complete

Show one checked output to a partner.

02

Extension 1

Add retrieval over a consented note collection.

03

Extension 2

Design an explicit approval handoff for public drafting.

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Keep the result. Keep the evidence.

Create a clearly labelled assistant using your approved notes and preferences.

Save your filesSave your promptName the next change
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Sources you can check.

01

NIST

Generative AI Profile