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vs hand-written persona prompts

soulscrape vs persona prompts.

A persona prompt is a paragraph of vibes. A dossier is a cited claims ledger the agent can check itself against.

what DIY persona prompts is.

The DIY route: write a system prompt that says 'you are X, you believe Y, you write like Z,' or paste a persona card into a custom GPT. Cheap, immediate, and unverifiable — the model performs a sketch of a person from whatever you typed, and nothing distinguishes what they said from what you guessed.

where they differ.

Soulscrape replaces the vibes paragraph with evidence: every behavioral claim in a dossier cites a source and carries a kind — stated belief versus pattern versus speculation. The agent gets an executive model plus an operating manual with revision hooks and a what-not-to-infer section, so it can check its answer against documented positions instead of improvising them.

which one fits.

choose DIY persona prompts when

  • The persona is fictional or loosely inspired by someone.
  • Speed matters more than fidelity, and nobody will check the citations.
  • You just need a tone, not a model.

choose soulscrape when

  • The persona must track a real person's documented positions and latest writing.
  • You want claims your agent can defend — each one wired to its source.
  • You need the model dated and revisable as the person publishes and changes.
  • You want the dossier compact enough to sit in context permanently.

see for yourself.

Browse a published dossier, check the packet reference, or read what people use dossiers for.