PrimeConnect: Break the ice, then put the phones down.
Designed as an intentional "anti-app," PrimeConnect pairs two devices via an ephemeral 6-digit PIN or QR handshake to deliver culturally calibrated, non-cliché conversation prompts—before challenging participants to lock their screens and engage in real life.
// Ephemeral 2-Device Bilingual Session
{
"session_pin": "849-201",
"auth_mode": "FIREBASE_ANONYMOUS_EPHEMERAL",
"client_a_locale": "en-US",
"client_b_locale": "fr-FR",
"synthesizer": "Tone.js // WebAudio",
"harvester_pool": {
"wilson_score_lower_bound": 0.914,
"hitl_cultural_flag": false
}
}
Core Engineering & Localization Mechanics
SPECIFICATION // v1.02-Device QR & PIN Handshake
Uses Firebase Anonymous Auth and low-latency state listeners to synchronize either single-device
local co-op or dual-device cross-lingual sessions (e.g., en-US paired with fr-FR) with zero user profiling or PII
retention.
Prompt Harvester & Tone.js
Dynamically generates context-aware prompts via the Gemini API while a built-in "Harvester"
anonymizes and commits top-rated prompts into a global public pool, paired with zero-asset
synthetic UI soundscapes via Tone.js.
Wilson Score HITL QA Mode
An integrated Human-in-the-Loop (HITL) QA Mode lets native speakers flag culturally awkward translations with one click, triggering an instant AI rewrite governed by a mathematical Wilson Score Interval to prevent algorithmic over-correction.