GuiOS " A personal operating system powered by AI agents.

A second brain that runs 24/7. Multi-agent system orchestrated by Gemini 2.5 Pro, built on SQLite with 20+ domain tables, accessible via a Telegram bot. Not a productivity tool " a system designed to reduce cognitive load, surface what matters, and free up mental space for life.

Every decision, interaction, and pattern passes through a memory pipeline that compresses conversations into daily, weekly, monthly, and quarterly summaries. Agents read from this memory and from live data " but none of them write to the database directly. The goal isn't optimization. It's clarity.

Python Google ADK 2.1.0 Gemini 2.5 Pro / Flash SQLite (guios.db) python-telegram-bot faster-whisper Oxylabs API DuckDuckGo Search Claude Code SDK Cron / Windows Scheduler

Agent architecture

The system is built around a central orchestrator " @soul " powered by Gemini 2.5 Pro. It routes every request to the appropriate domain agent, maintains the daily memory log, and is the only agent with write access to the memory layer. Domain agents run on Gemini Flash for speed; none of them access the database directly " all queries go through a read-only query_db(sql) tool.

@soul Gemini 2.5 Pro

Central orchestrator. Routes requests, reads recent memory (last N days), writes the daily sensorial log, and maintains conversational coherence across domains. The only agent that writes to the memory layer.

@wellbeing

Wellbeing

Health, sleep, training, and nutrition. Reads Xiaomi and Samsung wearable exports. Guides toward Blue Zone longevity principles " gym, sauna, sleep quality, HRV trends.

-> @trainer . @health
@money

Finance

Portfolio allocation, retirement modeling, and spending optimization. Runs Monte Carlo simulations (5,000 trajectories × 240 months) with MAD risk and IPCA-deflated projections.

-> @spending . @investor
@intelligence

Learning

Tracks learning, projects, books, and courses. Builds a coherent technical portfolio from 5+ years of code. Identifies knowledge gaps and proposes targeted study exercises.

@entrepreneurship

Business

Business decisions, hidden opportunities, and networking signals. Reads meeting transcriptions, WhatsApp threads, and GitHub activity through a business strategy lens.

. º
@social

Social & Activities

Prevents social life from dying by inertia. Reads Google Maps waypoints, WhatsApp frequency patterns, and calendar data to surface connection opportunities and suggest concrete outings with dates and costs. @activities manages the travel sub-agent; @searcher handles real-time flight and hotel lookups via Oxylabs Google Flights for any origin " not hardcoded to São Paulo.

-> @people . @activities -> @searcher

Memory pipeline

Every conversation " with Claude Code, the GuiOS chatbot, ChatGPT, or Gemini " is ingested as raw input and compressed through a four-level pyramid. No RAG on internal data: agents query the SQLite database directly via read-only SQL. The pyramid runs at system startup via guiOS_Iniciar.bat.

Quarterly
Durable identity profiles: values, relationships (~92 people), finances, behavioral patterns, projects, and 9 study notebooks. Closed every quarter.
Monthly
Month-level synthesis of themes, decisions, and recurring patterns. Feeds the quarterly profiles.
Weekly
Closed every Sunday night. Aggregates the 7 daily logs into a single narrative: what happened, what shifted, what to carry forward.
Daily
Three sections per day: Claude Code sessions . GuiOS chat . other AI conversations. Written by @soul via write_sensorial().
Raw inputs
Session .jsonl files from Claude Code, exported chat histories from ChatGPT / Gemini, and raw GuiOS terminal logs.

Data sources

20+ SQLite tables across six domains. All agent queries are read-only " mutations require explicit tool calls with a separate permission layer. External data comes from APIs, wearable exports, and the Oxylabs scraping pipeline.

Finance

transactionsinvestmentsBCB APIB3 data

Health

workoutssleepheart_ratestepsstress

Time & Social

outingstime_useGoogle Mapsrelationships

Learning

disciplineGitHubstudy notebooks

Communications

WhatsApptranscriptionsClaude Code logsAI chat exports

External

Oxylabs FlightsOxylabs HotelsDuckDuckGoLATAM Pass

Private project " not open source.