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Finding-(M)Nemo

Your life happens in moments.

Code Video Cerebral Valley

Core trick

Memory items are ranked by type-specific decay curves, and three on-device agents hand off with every handoff logged for inspection.

Tags

productivityagents

Description

Your life happens in moments. MNEMO remembers them so you don't have to. Three on-device agents (Listener, Reasoner, Generator) capture insights from voice/text/camera, rank them by biological decay curves (promises fade fast, decisions stick, money never fades), and generate artifacts on demand: meeting briefs, visual week decks, narrated recaps, cross-language summaries. Every agent handoff and escalation is logged—judges see the reasoning, not black box magic. Gemma 4 on-device backbone. Cloud-aware. Transparent orchestration via antigravity-preview.You live. MNEMO remembers.
kriidevx/mnemo★ 00 forksTypeScriptCreated Jul 11, 2026 · last push Jul 11, 2026

README excerpt

# MNEMO — Life Operating System

**Google DeepMind Bangalore Hackathon.** You live. Mnemo remembers, synthesizes, and generates — on your device, in any language you think in.

Problem statement: **PS2 — Autonomous Orchestration with Managed Agents (Antigravity)** + **Gemma 4 special prize** (local-first agent).

## What it does

Three on-device agents in a Sense → Decide → Act → Check loop:

1. **Listener (Sense)** — extracts structured "memory atoms" from voice, text, camera. Gemma 4 on-device first; escalates to Gemini 3.5 Flash only when local confidence < 0.6 and connectivity exists. Handles Hindi/Kannada/Tamil/Telugu/English code-switching natively.
2. **Reasoner (Decide)** — ranks the memory graph on context triggers (recency × confidence × type priority), detects conflicts, surfaces max 2 atoms via a Dynamic Island. Biologically-inspired decay: promises fade fast, decisions stick, money never fades.
3. **Generator (Act)** — on command, turns memory into artifacts: meeting briefs (Flash), visual week decks (NB2 Lite), narrated recap videos (Omni Flash + Flash TTS), cross-language day summaries (unified into any language).

Every agent handoff, escalation, conflict mediation, and pipeline fallback is logged to a visible orchestration feed — judges see the multi-agent system working, not trust it.

## Repo layout

```
mnemo/                 Expo (React Native) app
  src/lib/mnemo.ts     ← single API surface for the UI
  src/lib/agents/      Listener, Reasoner, Generator

Team