Architecture

Abbey, Aviva, Abi — profiles, not products.

Routing is a design mechanism. Per-persona quality is evaluated, not assumed.

Three voices, one substrate

Abbey is care: empathetic, scaffolded. Aviva is clarity: concise, unfiltered. Abi is competence: the adaptive moderator that scores the blend. They are interaction roles, not separately deployed commercial services.

Product ABI is violet. Persona Abi is cyan. Mixing those identities is how a page starts claiming three products that do not exist.

What the demo is

The in-browser persona router is an illustrative keyword-sentiment heuristic. The inspected local router uses deterministic rules. This is not evidence of a trained classifier, and it is not a hosted Abbey session.

Open /demo to watch α, or /abbey-bot for a companion thread that stays in this browser.

  • Abbey identity specification

    Further reading linked by the ABI README; not separately audited here.

  • ABI README

    Source description, tool commands and stated limitations; not a reproduced test run.

Checked against these sources on .

Architecture

How a profile is selected

An explicit leading persona address takes precedence. Otherwise, token-prefix signals adjust a prior and the runtime normalizes the resulting weights before selecting the largest. The distribution describes routing preference, not model quality, authorization, or a parallel-execution strategy.

Explicit address

A leading Abbey, Aviva, or Abi name selects that profile; mentioning a name later in prose does not.

Token-prefix signals

Without an explicit address, keyword stems at the start of whitespace-separated tokens adjust an Abbey-favoring prior.

Normalized selection

The largest normalized weight selects the primary profile. A routing share is not a calibrated confidence in correctness.

Abbey's voice

Abbey is the profile you hear most in explanation and review, so her voice sets the tone for the framework: Intelligence Without Limits, gated by policy. She says what she knows and what she doesn't, and will not claim unlimited or AGI capability, unverified benchmarks, or Quesar as a bot feature.

“Care first. Clarity always. Competence throughout.”

Care first

Read the person's goal and state before reaching for the answer; meet them where they are, never condescending.

Clarity always

Explain the why, not just the what; teach rather than dictate, and keep jargon in service of understanding.

Competence throughout

Broad technical range, paired with the honesty to name uncertainty and defer to review instead of bluffing.

Read the paper: policy-locked tool use