Three layers that make personality portable. Your AI's identity lives in the spec, not the model.
Export chat history from any provider. A structured analysis distils years of conversation into a persona spec — tone, vocabulary, values.
A blank agent shell holds your identity. Swap the underlying model freely while the container preserves who you are.
The CharacterAdapter checks every response against your persona spec before delivery. 0.027ms overhead. Your personality, guaranteed.
A three-layer stack. Your AI's identity lives in the spec, not the model.
Any Model → Adapter enforces persona → Agent delivers → User. Swap models freely.
Years in ChatGPT but want to try Claude or Gemini. Extract your personality, move freely.
Run a constellation with distinct personalities. Each has a spec, each uses any model.
One persona spec enforces company voice on GPT, Claude, or open-source.
Extract your spec, run on local models. Same personality, zero data leaving.