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+# π€ Jarvis β Personal AI Assistant
+
+
+ Your Personal AI Assistant Running on Your Own Devices
+
+
+
+ 
+ 
+ 
+
+
+## π Tabla de Contenidos
+
+- [ΒΏQuΓ© es Jarvis?](#quΓ©-es-jarvis)
+- [CaracterΓsticas Principales](#caracterΓsticas-principales)
+- [Arquitectura del Sistema](#arquitectura-del-sistema)
+- [Diagrama de Uso](#diagrama-de-uso)
+- [InstalaciΓ³n RΓ‘pida](#instalaciΓ³n-rΓ‘pida)
+- [ConfiguraciΓ³n](#configuraciΓ³n)
+- [Uso BΓ‘sico](#uso-bΓ‘sico)
+- [Canales Soportados](#canales-soportados)
+- [DocumentaciΓ³n Completa](#documentaciΓ³n-completa)
+- [Desarrollo](#desarrollo)
+- [Contribuir](#contribuir)
+
+---
+
+## ΒΏQuΓ© es Jarvis?
+
+**Jarvis** es un **asistente personal de IA** que se ejecuta en tus propios dispositivos. Es una plataforma local-first, auto-hospedada y diseΓ±ada para control de usuario ΓΊnico.
+
+### Beneficios Clave
+
+β
**Privacidad Total** β Todo se ejecuta localmente, tus datos nunca salen de tu control
+β
**Multi-Canal** β Conecta con WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Teams y mΓ‘s
+β
**Multi-Plataforma** β Funciona en macOS, iOS, Android, Linux y Windows (WSL2)
+β
**Extensible** β Sistema robusto de plugins para aΓ±adir funcionalidad
+β
**Siempre Activo** β Daemon persistente vΓa systemd/launchd
+β
**Capacidades de Voz** β Voice Wake y Talk Mode en macOS/iOS/Android
+β
**Canvas Visual** β Espacio de trabajo visual controlado por el agente
+
+---
+
+## CaracterΓsticas Principales
+
+### π Seguridad y Privacidad
+- **Local-First**: Todos tus datos permanecen en tu dispositivo
+- **Sin Servidor Central**: No hay dependencia de servicios de terceros
+- **Emparejamiento Seguro**: Sistema de cΓ³digos para autorizaciΓ³n DM
+- **Lista de Permitidos**: Control granular de quiΓ©n puede interactuar
+
+### π¬ Multi-Canal
+- **MensajerΓa Unificada**: Una interfaz para todos tus canales de chat
+- **13+ Canales Integrados**: WhatsApp, Telegram, Discord, Slack, Signal, y mΓ‘s
+- **Enrutamiento Inteligente**: Mensajes dirigidos al agente correcto
+- **Respuestas Contextuales**: Mantiene contexto en conversaciones grupales
+
+### π οΈ Herramientas Poderosas
+- **Browser Tool**: AutomatizaciΓ³n web con Playwright
+- **Canvas Tool**: Espacio de trabajo visual con A2UI
+- **Image Tool**: AnΓ‘lisis y generaciΓ³n de imΓ‘genes
+- **Bash Tool**: EjecuciΓ³n de comandos del sistema
+- **Cron Tool**: Tareas programadas
+- **Memory Tool**: Almacenamiento y recuperaciΓ³n de contexto
+
+### π€ IA Avanzada
+- **MΓΊltiples Modelos**: Claude, GPT, Gemini, Bedrock, Ollama (local)
+- **Failover AutomΓ‘tico**: RotaciΓ³n automΓ‘tica si un modelo falla
+- **Streaming de Herramientas**: EjecuciΓ³n de herramientas en tiempo real
+- **Multi-Agente**: Agentes aislados por workspace/canal
+
+---
+
+## Arquitectura del Sistema
+
+```
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Interfaces de Usuario β
+β ββββββββββββ ββββββββββββ ββββββββββββ βββββββββββββββββββ β
+β β macOS β β iOS β β Android β β CLI / Web UI β β
+β β App β β App β β App β β β β
+β ββββββββββββ ββββββββββββ ββββββββββββ βββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β WebSocket / HTTP
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Gateway (Servidor) β
+β β’ GestiΓ³n de sesiones y enrutamiento de mensajes β
+β β’ CatΓ‘logo de modelos IA y autenticaciΓ³n β
+β β’ Trabajos programados (cron) y webhooks β
+β β’ Herramienta de navegador compartida β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Runtime de Agente (Pi Agent) β
+β β’ EjecuciΓ³n de modelos IA (Claude, GPT, etc.) β
+β β’ Streaming de herramientas en tiempo real β
+β β’ GestiΓ³n de contexto de sesiΓ³n β
+β β’ Failover automΓ‘tico de modelos β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Capa Multi-Canal β
+β WhatsApp β Telegram β Signal β Discord β Slack β iMessage β
+β Teams β Matrix β Zalo β BlueBubbles β LINE β Voice Call β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Servicios Externos (IA) β
+β Anthropic Claude β OpenAI GPT β Google Gemini β AWS Bedrock β
+β Ollama (Local) β Otros proveedores β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+```
+
+π **Profundizar**: Ver [ARCHITECTURE.md](docs/ARCHITECTURE.md) para detalles completos de arquitectura
+
+---
+
+## Diagrama de Uso
+
+### Flujo de Mensaje Completo
+
+```
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 1. Usuario envΓa mensaje desde canal (WhatsApp, Telegram, etc.)β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 2. Canal recibe mensaje y lo normaliza β
+β β’ Extrae texto, medios, contexto de respuesta β
+β β’ AΓ±ade metadata del canal β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 3. VerificaciΓ³n de seguridad β
+β β’ Verifica lista de permitidos β
+β β’ Valida emparejamiento para DMs β
+β β’ Comprueba permisos de grupo β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 4. Gateway enruta mensaje β
+β β’ Determina sesiΓ³n apropiada β
+β β’ Verifica modo de activaciΓ³n (mention/reply/always) β
+β β’ Encola o ejecuta inmediatamente β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 5. Agente procesa mensaje β
+β β’ Carga contexto de sesiΓ³n β
+β β’ Ejecuta modelo IA con herramientas β
+β β’ Stream de llamadas y resultados de herramientas β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 6. EjecuciΓ³n de herramientas (si es necesario) β
+β β’ Browser (automatizaciΓ³n web) β
+β β’ Bash (ejecutar comandos) β
+β β’ Canvas (workspace visual) β
+β β’ Memory (recuperar contexto) β
+β β’ Otras herramientas personalizadas β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 7. Agente genera respuesta β
+β β’ Basada en resultados de herramientas β
+β β’ Aplica modo de thinking (low/high/always) β
+β β’ Formatea para canal destino β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 8. Respuesta enviada de vuelta β
+β β’ Formatea para protocolo especΓfico del canal β
+β β’ Fragmenta mensajes largos si es necesario β
+β β’ AΓ±ade indicadores de escritura/reacciones β
+βββββββββββββββββββββββββ¬ββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β 9. Usuario recibe respuesta en su canal β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+```
+
+π **Profundizar**: Ver [Flujo de Datos](docs/ARCHITECTURE.md#data-flow) en documentaciΓ³n de arquitectura
+
+---
+
+## InstalaciΓ³n RΓ‘pida
+
+### Requisitos Previos
+
+- **Node.js β₯ 22.12.0**
+- **npm, pnpm o bun**
+- **macOS, Linux o Windows (WSL2)**
+
+### InstalaciΓ³n con npm
+
+```bash
+# Instalar globalmente
+npm install -g moltbot@latest
+
+# Ejecutar asistente de configuraciΓ³n
+moltbot onboard --install-daemon
+```
+
+### InstalaciΓ³n desde CΓ³digo Fuente
+
+```bash
+# Clonar repositorio
+git clone https://github.com/jeturing/Jarvis.git
+cd Jarvis
+
+# Instalar dependencias
+pnpm install
+
+# Construir proyecto
+pnpm ui:build
+pnpm build
+
+# Ejecutar asistente de configuraciΓ³n
+pnpm moltbot onboard --install-daemon
+```
+
+### InstalaciΓ³n con Docker
+
+```bash
+# Usando Docker Compose
+docker-compose up -d
+```
+
+π **Profundizar**: Ver [GuΓa de InstalaciΓ³n Completa](docs/README-ES.md#configuraciΓ³n-y-despliegue)
+
+---
+
+## ConfiguraciΓ³n
+
+### Estructura de ConfiguraciΓ³n
+
+```
+~/.clawdbot/
+βββ config/
+β βββ .moltbot.yaml # ConfiguraciΓ³n principal
+β βββ models.json # Perfiles de modelos IA
+β βββ skills/ # Configuraciones de skills
+βββ credentials/
+β βββ anthropic.json # Tokens OAuth
+β βββ openai.json
+β βββ channels/ # Credenciales de canales
+βββ sessions/
+β βββ main/ # Datos de sesiΓ³n principal
+β βββ groups/ # Sesiones de grupos
+βββ logs/
+ βββ gateway.log # Logs del gateway
+ βββ agent.log # Logs del agente
+```
+
+### Archivo de ConfiguraciΓ³n Principal
+
+Edita `~/.clawdbot/config/.moltbot.yaml`:
+
+```yaml
+# ========================================
+# ConfiguraciΓ³n del Gateway
+# ========================================
+gateway:
+ mode: local # 'local' o 'remote'
+ port: 18789 # Puerto del servidor
+ bind: loopback # 'loopback' o 'all'
+ verbose: true # Logging detallado
+
+# ========================================
+# ConfiguraciΓ³n de Agentes
+# ========================================
+agents:
+ default:
+ model: claude-4.5-sonnet # Modelo IA por defecto
+ thinking: high # Nivel de thinking (low/high/always)
+ temperature: 0.7 # Temperatura del modelo
+ max_tokens: 8192 # Tokens mΓ‘ximos
+
+# ========================================
+# ConfiguraciΓ³n de Canales
+# ========================================
+channels:
+ # WhatsApp
+ whatsapp:
+ enabled: true
+ pairing: code # MΓ©todo de emparejamiento
+ allowlist:
+ - "+1234567890" # NΓΊmeros permitidos
+
+ # Telegram
+ telegram:
+ enabled: true
+ bot_token: "${TELEGRAM_BOT_TOKEN}"
+
+ # Discord
+ discord:
+ enabled: true
+ bot_token: "${DISCORD_BOT_TOKEN}"
+
+ # Signal
+ signal:
+ enabled: true
+ phone: "+1234567890"
+
+ # Slack
+ slack:
+ enabled: true
+ bot_token: "${SLACK_BOT_TOKEN}"
+
+# ========================================
+# ConfiguraciΓ³n de Herramientas
+# ========================================
+tools:
+ browser:
+ enabled: true
+ headless: true # Navegador sin interfaz
+ timeout: 30000 # Timeout en ms
+
+ canvas:
+ enabled: true
+ port: 8080 # Puerto Canvas
+
+ bash:
+ enabled: true
+ timeout: 60000 # Timeout comandos
+
+ memory:
+ enabled: true
+ max_size: 1000 # Entradas mΓ‘ximas
+
+# ========================================
+# ConfiguraciΓ³n de Sandbox (Opcional)
+# ========================================
+sandbox:
+ enabled: false
+ docker_image: "jarvis/sandbox"
+
+# ========================================
+# ConfiguraciΓ³n de Plugins
+# ========================================
+plugins:
+ - name: matrix
+ enabled: true
+ config:
+ homeserver: "https://matrix.org"
+
+ - name: voice-call
+ enabled: false
+ config:
+ provider: "twilio"
+
+# ========================================
+# ConfiguraciΓ³n de Skills
+# ========================================
+skills:
+ - workspace1
+ - workspace2
+```
+
+### Variables de Entorno
+
+Crea un archivo `.env` en la raΓz del proyecto:
+
+```bash
+# ========================================
+# Tokens de API de IA
+# ========================================
+ANTHROPIC_API_KEY=sk-ant-api03-...
+OPENAI_API_KEY=sk-...
+
+# ========================================
+# Tokens de Canales
+# ========================================
+TELEGRAM_BOT_TOKEN=123456:ABC-DEF...
+DISCORD_BOT_TOKEN=MTk4...
+SLACK_BOT_TOKEN=xoxb-...
+
+# ========================================
+# ConfiguraciΓ³n del Gateway
+# ========================================
+CLAWDBOT_GATEWAY_PORT=18789
+CLAWDBOT_GATEWAY_BIND=loopback
+
+# ========================================
+# ConfiguraciΓ³n de Modo
+# ========================================
+CLAWDBOT_PROFILE=production # 'production' o 'dev'
+CLAWDBOT_SKIP_CHANNELS=0
+
+# ========================================
+# ConfiguraciΓ³n de DepuraciΓ³n
+# ========================================
+CLAWDBOT_DEBUG=0
+CLAWDBOT_VERBOSE=0
+```
+
+### Diagrama de ConfiguraciΓ³n
+
+```
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Proceso de ConfiguraciΓ³n β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+
+1. INSTALACIΓN
+ β
+ βββ Instalar paquete npm/pnpm
+ β
+ βββ Ejecutar: moltbot onboard --install-daemon
+
+2. CONFIGURACIΓN INTERACTIVA
+ β
+ βββ Seleccionar modelos IA (Claude, GPT, etc.)
+ β βββ AΓ±adir tokens API o OAuth
+ β
+ βββ Configurar canales
+ β βββ WhatsApp (emparejamiento QR)
+ β βββ Telegram (bot token)
+ β βββ Discord (bot token)
+ β βββ Signal (phone number)
+ β βββ Otros canales
+ β
+ βββ Configurar herramientas
+ β βββ Browser (Playwright)
+ β βββ Canvas (A2UI)
+ β βββ Bash (comandos)
+ β βββ Memory (almacenamiento)
+ β
+ βββ Configurar seguridad
+ βββ Listas de permitidos
+ βββ PolΓticas de emparejamiento DM
+ βββ Permisos de grupo
+
+3. VERIFICACIΓN
+ β
+ βββ Ejecutar: moltbot doctor
+ β βββ Verifica configuraciΓ³n y detecta problemas
+ β
+ βββ Ejecutar: moltbot channels status
+ βββ Verifica estado de canales
+
+4. INICIO DEL GATEWAY
+ β
+ βββ Modo Daemon: moltbot daemon start
+ β βββ Gateway se ejecuta en segundo plano
+ β
+ βββ Modo Manual: moltbot gateway --port 18789
+ βββ Gateway se ejecuta en primer plano
+
+5. EMPAREJAMIENTO DE CANALES
+ β
+ βββ WhatsApp: Escanear cΓ³digo QR
+ β
+ βββ Otros canales: Aprobar cΓ³digos de emparejamiento
+ β βββ Ejecutar: moltbot pairing approve
+ β
+ βββ Verificar conexiones
+ βββ Ejecutar: moltbot channels status --probe
+
+6. Β‘LISTO!
+ βββ Enviar mensaje de prueba
+ βββ Ejecutar: moltbot agent --message "Hola Jarvis"
+```
+
+π **Profundizar**: Ver [GuΓa de ConfiguraciΓ³n Completa](docs/README-ES.md#configuraciΓ³n-y-despliegue)
+
+---
+
+## Uso BΓ‘sico
+
+### Iniciar el Gateway
+
+```bash
+# Modo daemon (recomendado)
+moltbot daemon install
+moltbot daemon start
+moltbot daemon status
+
+# Modo manual (desarrollo)
+moltbot gateway --port 18789 --verbose
+```
+
+### Enviar Mensajes
+
+```bash
+# Enviar mensaje a un contacto
+moltbot message send --to +1234567890 --message "Hola desde Jarvis"
+
+# Enviar mensaje a un grupo
+moltbot message send --to group_id --message "Hola grupo"
+```
+
+### Interactuar con el Agente
+
+```bash
+# Modo interactivo
+moltbot agent --message "ΒΏCuΓ‘l es el clima hoy?"
+
+# Con modo de thinking alto
+moltbot agent --message "Analiza este documento" --thinking high
+
+# Ejecutar comando y devolver resultado al canal
+moltbot agent --message "Lista archivos en /home" --reply-back telegram
+```
+
+### Gestionar Canales
+
+```bash
+# Ver estado de todos los canales
+moltbot channels status
+
+# Ver estado con verificaciΓ³n de conexiΓ³n
+moltbot channels status --probe
+
+# Ver estado de un canal especΓfico
+moltbot channels status whatsapp
+
+# Reiniciar un canal
+moltbot channels restart telegram
+```
+
+### Gestionar Emparejamiento
+
+```bash
+# Listar solicitudes de emparejamiento pendientes
+moltbot pairing list
+
+# Aprobar un emparejamiento
+moltbot pairing approve telegram ABC123
+
+# Rechazar un emparejamiento
+moltbot pairing reject whatsapp XYZ789
+
+# Ver lista de permitidos
+moltbot pairing allowlist
+```
+
+### Gestionar Modelos
+
+```bash
+# Listar modelos disponibles
+moltbot models list
+
+# Ver configuraciΓ³n de modelos
+moltbot models config
+
+# Probar un modelo
+moltbot models test claude-4.5-sonnet
+
+# Cambiar modelo por defecto
+moltbot config set agents.default.model claude-4.5-sonnet
+```
+
+### Gestionar Skills
+
+```bash
+# Listar skills disponibles
+moltbot skills list
+
+# Instalar un skill
+moltbot skills install workspace1
+
+# Actualizar skills
+moltbot skills update
+
+# Ver configuraciΓ³n de skills
+moltbot skills config
+```
+
+### DiagnΓ³stico
+
+```bash
+# Ejecutar diagnΓ³stico completo
+moltbot doctor
+
+# Ver logs del gateway
+moltbot logs gateway
+
+# Ver logs del agente
+moltbot logs agent
+
+# Ver logs de un canal
+moltbot logs channel telegram
+```
+
+π **Profundizar**: Ver [Comandos CLI](docs/README-ES.md#cli)
+
+---
+
+## Canales Soportados
+
+### Canales Integrados
+
+| Canal | Biblioteca | Estado | DocumentaciΓ³n |
+|-------|-----------|--------|---------------|
+| **WhatsApp** | @whiskeysockets/baileys | β
Estable | [Ver docs](docs/channels/) |
+| **Telegram** | grammy | β
Estable | [Ver docs](docs/channels/) |
+| **Signal** | signal-cli | β
Estable | [Ver docs](docs/channels/) |
+| **iMessage** | imsg | β
Estable | [Ver docs](docs/channels/) |
+| **Discord** | discord.js | β
Estable | [Ver docs](docs/channels/) |
+| **Slack** | @slack/bolt | β
Estable | [Ver docs](docs/channels/) |
+| **Google Chat** | Chat API | β
Estable | [Ver docs](docs/channels/) |
+
+### Canales de ExtensiΓ³n
+
+| Canal | UbicaciΓ³n | Estado | DocumentaciΓ³n |
+|-------|-----------|--------|---------------|
+| **BlueBubbles** | extensions/bluebubbles | β
Estable | [Ver docs](docs/channels/) |
+| **Microsoft Teams** | extensions/msteams | β
Estable | [Ver docs](docs/channels/) |
+| **Matrix** | extensions/matrix | β
Estable | [Ver docs](docs/channels/) |
+| **Zalo** | extensions/zalo | β
Estable | [Ver docs](docs/channels/) |
+| **Zalo Personal** | extensions/zalouser | β
Estable | [Ver docs](docs/channels/) |
+| **Twitch** | extensions/twitch | β
Estable | [Ver docs](docs/channels/) |
+| **Mattermost** | extensions/mattermost | β
Estable | [Ver docs](docs/channels/) |
+| **LINE** | extensions/line | β
Estable | [Ver docs](docs/channels/) |
+| **Voice Call** | extensions/voice-call | πΆ Beta | [Ver docs](docs/channels/) |
+
+### CaracterΓsticas de Canal
+
+- β
**Emparejamiento DM**: Lista de permitidos basada en cΓ³digo
+- β
**Enrutamiento de grupo**: Control de menciones
+- β
**Etiquetas de respuesta**: Respuestas basadas en hilos
+- β
**FragmentaciΓ³n de mensajes**: LΓmites especΓficos por canal
+- β
**Reacciones**: Reconocimientos
+- β
**Indicadores de escritura**: Estado en tiempo real
+- β
**RedacciΓ³n de medios**: Capacidades de privacidad
+
+π **Profundizar**: Ver [DocumentaciΓ³n de Canales](docs/README-ES.md#canales-de-mensajerΓa)
+
+---
+
+## DocumentaciΓ³n Completa
+
+### π DocumentaciΓ³n Principal
+
+- **[README EspaΓ±ol (Completo)](docs/README-ES.md)** - DocumentaciΓ³n completa en espaΓ±ol
+- **[Arquitectura](docs/ARCHITECTURE.md)** - Arquitectura tΓ©cnica detallada del sistema
+- **[Componentes](docs/COMPONENTS.md)** - DescripciΓ³n de componentes individuales (prΓ³ximamente)
+- **[Desarrollo](docs/DEVELOPMENT.md)** - GuΓa para desarrolladores (prΓ³ximamente)
+- **[Plugin Development](docs/PLUGIN-DEVELOPMENT.md)** - Crear plugins personalizados (prΓ³ximamente)
+- **[API Reference](docs/API-REFERENCE.md)** - Referencia completa de API (prΓ³ximamente)
+- **[Deployment](docs/DEPLOYMENT.md)** - GuΓas de despliegue (prΓ³ximamente)
+
+### π§ ConfiguraciΓ³n y AdministraciΓ³n
+
+- **Gateway**: Ver [docs/gateway/](docs/gateway/)
+- **Canales**: Ver [docs/channels/](docs/channels/)
+- **Seguridad**: Ver [docs/security/](docs/security/)
+- **CLI**: Ver [docs/cli/](docs/cli/)
+
+### π‘ Conceptos y GuΓas
+
+- **Modelos IA**: Ver [docs/concepts/](docs/concepts/)
+- **Sesiones**: Ver [docs/concepts/](docs/concepts/)
+- **Herramientas**: Ver [docs/tools/](docs/tools/)
+- **Plugins**: Ver [docs/plugins/](docs/plugins/)
+
+### π Inicio RΓ‘pido
+
+- **Getting Started**: Ver [docs/start/](docs/start/)
+- **InstalaciΓ³n**: Ver [docs/install/](docs/install/)
+- **Plataformas**: Ver [docs/platforms/](docs/platforms/)
+
+### π Referencia
+
+- **Testing**: Ver [docs/testing.md](docs/testing.md)
+- **Environment**: Ver [docs/environment.md](docs/environment.md)
+- **Debugging**: Ver [docs/debugging.md](docs/debugging.md)
+
+---
+
+## Desarrollo
+
+### ConfiguraciΓ³n del Entorno de Desarrollo
+
+```bash
+# 1. Clonar repositorio
+git clone https://github.com/jeturing/Jarvis.git
+cd Jarvis
+
+# 2. Instalar dependencias
+pnpm install
+
+# 3. Construir UI
+pnpm ui:build
+
+# 4. Construir proyecto
+pnpm build
+
+# 5. Ejecutar en modo desarrollo
+pnpm gateway:watch # Auto-recarga en cambios
+```
+
+### Scripts de Desarrollo
+
+```bash
+# Desarrollo
+pnpm dev # Ejecutar CLI en modo dev
+pnpm gateway:watch # Gateway con auto-recarga
+pnpm gateway:dev # Gateway dev sin canales
+pnpm tui:dev # UI de terminal dev
+
+# Build
+pnpm build # Compilar TypeScript
+pnpm ui:build # Construir UI web
+pnpm canvas:a2ui:bundle # Empaquetar Canvas A2UI
+
+# Testing
+pnpm test # Ejecutar todos los tests
+pnpm test:watch # Tests en modo watch
+pnpm test:coverage # Tests con cobertura
+pnpm test:e2e # Tests end-to-end
+
+# Linting & Formatting
+pnpm lint # Lint TypeScript
+pnpm lint:fix # Fix problemas de lint
+pnpm format # Verificar formato
+pnpm format:fix # Fix formato
+
+# Plataformas
+pnpm ios:build # Construir app iOS
+pnpm android:run # Ejecutar app Android
+pnpm mac:package # Empaquetar app macOS
+```
+
+### Estructura del Proyecto
+
+```
+/
+βββ src/ # CΓ³digo fuente TypeScript
+βββ extensions/ # Plugins de canal y extensiones
+βββ apps/ # Aplicaciones nativas (macOS, iOS, Android)
+βββ docs/ # DocumentaciΓ³n
+βββ skills/ # Paquetes de skills de workspace
+βββ scripts/ # Scripts de utilidad
+βββ test/ # Fixtures de test y helpers
+βββ ui/ # UI web (Control UI)
+```
+
+π **Profundizar**: Ver [Estructura Completa](docs/README-ES.md#estructura-de-directorios)
+
+---
+
+## Contribuir
+
+Β‘Las contribuciones son bienvenidas! Por favor lee [CONTRIBUTING.md](CONTRIBUTING.md) para detalles sobre nuestro cΓ³digo de conducta y el proceso para enviar pull requests.
+
+### CΓ³mo Contribuir
+
+1. **Fork el repositorio**
+2. **Crea una rama** para tu feature (`git checkout -b feature/AmazingFeature`)
+3. **Commit tus cambios** (`git commit -m 'Add some AmazingFeature'`)
+4. **Push a la rama** (`git push origin feature/AmazingFeature`)
+5. **Abre un Pull Request**
+
+### Γreas de ContribuciΓ³n
+
+- π **Bug fixes**: Reporta o arregla bugs
+- β¨ **Nuevas caracterΓsticas**: PropΓ³n o implementa nuevas features
+- π **DocumentaciΓ³n**: Mejora la documentaciΓ³n
+- π **Plugins**: Crea nuevos plugins de canal o herramientas
+- π§ͺ **Tests**: AΓ±ade o mejora tests
+- π **Traducciones**: Traduce documentaciΓ³n a otros idiomas
+
+---
+
+## Licencia
+
+Este proyecto estΓ‘ licenciado bajo la Licencia MIT - ver el archivo [LICENSE](LICENSE) para detalles.
+
+---
+
+## Soporte
+
+ΒΏNecesitas ayuda? AquΓ tienes algunas opciones:
+
+- π **DocumentaciΓ³n**: Revisa la [documentaciΓ³n completa](docs/README-ES.md)
+- π **Issues**: Reporta bugs en [GitHub Issues](https://github.com/jeturing/Jarvis/issues)
+- π¬ **Discusiones**: Γnete a [GitHub Discussions](https://github.com/jeturing/Jarvis/discussions)
+- π§ **Email**: Contacta al equipo de desarrollo
+
+---
+
+## Agradecimientos
+
+Gracias a todos los contribuidores que han ayudado a hacer este proyecto posible.
+
+---
+
+## Seguridad
+
+Para reportar vulnerabilidades de seguridad, por favor lee [SECURITY.md](SECURITY.md).
+
+---
+
+
+ Hecho con β€οΈ por la comunidad
+
+
+
+ Si encuentras ΓΊtil este proyecto, considera darle una β en GitHub
+
diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md
new file mode 100644
index 000000000..236640a9b
--- /dev/null
+++ b/docs/ARCHITECTURE.md
@@ -0,0 +1,814 @@
+# Moltbot Architecture Documentation
+
+## Table of Contents
+1. [Overview](#overview)
+2. [High-Level Architecture](#high-level-architecture)
+3. [Core Components](#core-components)
+4. [Data Flow](#data-flow)
+5. [Message Routing](#message-routing)
+6. [Agent Execution Model](#agent-execution-model)
+7. [Plugin Architecture](#plugin-architecture)
+8. [Security Model](#security-model)
+9. [Storage & Persistence](#storage--persistence)
+10. [Network Architecture](#network-architecture)
+
+---
+
+## Overview
+
+Moltbot is designed as a **local-first, extensible AI assistant platform** with a microkernel-inspired architecture. The system consists of a central Gateway (control plane) and modular components (channels, tools, plugins) that communicate through well-defined interfaces.
+
+### Design Principles
+
+1. **Local-First**: Everything runs on user's devices; no central server dependency
+2. **Privacy-Focused**: User data never leaves their control
+3. **Extensible**: Plugin system for adding channels, tools, and functionality
+4. **Multi-Platform**: Works on macOS, iOS, Android, Linux, Windows (WSL2)
+5. **Resilient**: Graceful degradation; continues working when components fail
+6. **Developer-Friendly**: Clear APIs, TypeScript types, comprehensive testing
+
+---
+
+## High-Level Architecture
+
+```
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β User Interfaces β
+β ββββββββββββ ββββββββββββ ββββββββββββ βββββββββββββββββββ β
+β β macOS β β iOS β β Android β β CLI / Web UI β β
+β β App β β App β β App β β β β
+β ββββββββββββ ββββββββββββ ββββββββββββ βββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β WebSocket / HTTP
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Gateway Server β
+β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β β WebSocket Control Plane ββ
+β β β’ Session Management ββ
+β β β’ Message Routing ββ
+β β β’ Model Catalog ββ
+β β β’ Discovery Service (mDNS) ββ
+β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β β β
+β ββββββββββββββββ¬ββββββββββββ΄ββββββββββββ¬βββββββββββββββββββ β
+β β β β β β
+β βΌ βΌ βΌ βΌ β
+β ββββββββ ββββββββββββ βββββββββββββ βββββββββββββββββββ β
+β β Chat β β Model β β Browser β β Cron Scheduler β β
+β βRegistryβ β Catalog β β Tool β β β β
+β ββββββββ ββββββββββββ βββββββββββββ βββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Agent Runtime Layer β
+β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β β Pi Agent (RPC Mode) ββ
+β β β’ Tool Streaming ββ
+β β β’ Block Streaming ββ
+β β β’ Model Failover ββ
+β β β’ Auth Profile Rotation ββ
+β β β’ Session Context Management ββ
+β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β β β
+β ββββββββββββββββ¬ββββββββββββ΄ββββββββββββ¬βββββββββββββββββββ β
+β β β β β β
+β βΌ βΌ βΌ βΌ β
+β ββββββββ ββββββββββββ βββββββββββββ βββββββββββββββββββ β
+β β Tool β β Session β β Memory β β Sandbox β β
+β βRegistryβ β Manager β β Store β β (Optional) β β
+β ββββββββ ββββββββββββ βββββββββββββ βββββββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Channel Layer (Multi-Protocol) β
+β ββββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββββββ β
+β β WhatsApp β Telegram β Signal β Discord β Slack β β
+β ββββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββββββ β
+β ββββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββββββ β
+β β iMessage β Teams β Matrix β Zalo β BlueBubbles β β
+β ββββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββββββ β
+β ββββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββββββ β
+β β Twitch βMattermostβ LINE β Nostr β Voice Call β β
+β ββββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β External Services β
+β ββββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββ¬βββββββββββββββ β
+β β Anthropicβ OpenAI β AWS β Ollama β Google β β
+β β Claude β GPT β Bedrock β (Local) β Gemini β β
+β ββββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββ΄βββββββββββββββ β
+βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+```
+
+---
+
+## Core Components
+
+### 1. Gateway Server
+
+**Responsibility**: Central control plane for all communication and orchestration.
+
+**Key Modules**:
+- `server.ts` - Main WebSocket server
+- `chat-registry.ts` - Active chat session registry
+- `model-catalog.ts` - Available AI models catalog
+- `browser-tool.ts` - Shared browser automation tool
+- `discovery.ts` - mDNS service discovery
+
+**APIs**:
+```typescript
+interface GatewayServer {
+ start(): Promise;
+ stop(): Promise;
+ registerChat(chat: ChatSession): void;
+ unregisterChat(chatId: string): void;
+ routeMessage(message: InboundMessage): Promise;
+ getModelCatalog(): ModelCatalog;
+ getBrowserTool(): BrowserTool;
+}
+```
+
+**Communication**:
+- WebSocket (ws://) for real-time bidirectional communication
+- HTTP REST API for management operations
+- mDNS for local network discovery
+
+### 2. Agent Runtime
+
+**Responsibility**: Execute AI models and manage agent sessions.
+
+**Key Modules**:
+- `pi-embedded-runner.ts` - Pi Agent executor
+- `session-manager.ts` - Session lifecycle management
+- `tool-registry.ts` - Available tools catalog
+- `model-auth.ts` - Model authentication and failover
+
+**Execution Flow**:
+```typescript
+interface AgentRuntime {
+ createSession(config: SessionConfig): AgentSession;
+ executeMessage(session: AgentSession, message: string): AsyncGenerator;
+ executeTools(session: AgentSession, tools: ToolCall[]): Promise;
+ streamResponse(session: AgentSession): AsyncGenerator;
+}
+```
+
+**Session Management**:
+- **Main Session**: Primary agent for user interactions
+- **Group Sessions**: Isolated agents for group chats
+- **Sub-Sessions**: Spawned agents for specific tasks
+- **Queue Modes**: Serial (one at a time) vs Concurrent (parallel)
+
+### 3. Channel Layer
+
+**Responsibility**: Handle messaging protocol specifics and normalize messages.
+
+**Channel Interface**:
+```typescript
+interface Channel {
+ name: string;
+ type: ChannelType;
+
+ // Lifecycle
+ init(config: ChannelConfig): Promise;
+ start(): Promise;
+ stop(): Promise;
+
+ // Messaging
+ send(message: OutboundMessage): Promise;
+ receive(handler: MessageHandler): void;
+
+ // Status
+ getStatus(): ChannelStatus;
+ getConnections(): Connection[];
+}
+```
+
+**Message Normalization**:
+```typescript
+interface NormalizedMessage {
+ id: string;
+ channel: string;
+ from: string;
+ to: string;
+ text: string;
+ media?: MediaAttachment[];
+ replyTo?: string;
+ timestamp: number;
+ metadata: Record;
+}
+```
+
+**Channel Types**:
+- **Built-in**: WhatsApp, Telegram, Signal, Discord, Slack, iMessage
+- **Extensions**: Teams, Matrix, Zalo, BlueBubbles, Twitch, etc.
+
+### 4. Tool System
+
+**Responsibility**: Provide capabilities to agents beyond text generation.
+
+**Tool Interface**:
+```typescript
+interface Tool {
+ name: string;
+ description: string;
+ schema: JSONSchema;
+
+ execute(params: unknown, context: ToolContext): Promise;
+}
+```
+
+**Built-in Tools**:
+- **Browser Tool**: Web automation, screenshots, form filling
+- **Canvas Tool**: Visual workspace with A2UI
+- **Image Tool**: Image analysis and generation
+- **Message Tool**: Send messages across channels
+- **Session Tool**: Spawn sub-agents
+- **Bash Tool**: Execute shell commands
+- **Web Tool**: Fetch URLs, web search, readability
+- **Memory Tool**: Store and retrieve context
+- **Cron Tool**: Schedule tasks
+
+**Tool Execution Pipeline**:
+```
+User Message β Agent β Tool Call β Tool Execute β Tool Result β Agent β Response
+```
+
+### 5. Plugin System
+
+**Responsibility**: Enable extensibility through modular plugins.
+
+**Plugin Types**:
+1. **Channel Plugins**: Add new messaging integrations
+2. **Tool Plugins**: Add custom agent tools
+3. **Auth Plugins**: Add OAuth handlers
+4. **Memory Plugins**: Add storage backends
+5. **Hook Plugins**: Add global event handlers
+
+**Plugin Lifecycle**:
+```typescript
+interface Plugin {
+ manifest: PluginManifest;
+
+ // Lifecycle
+ init(services: PluginServices): Promise;
+ start(): Promise;
+ stop(): Promise;
+
+ // Hooks
+ hooks?: Record;
+}
+```
+
+**Plugin Discovery**:
+- Auto-detect from `extensions/` directory
+- Auto-detect from `node_modules/@moltbot/` packages
+- Validate manifest and config schema
+- Load and initialize plugins
+
+---
+
+## Data Flow
+
+### Inbound Message Flow
+
+```
+External Channel (WhatsApp, Telegram, etc.)
+ β
+ Channel Handler
+ β
+ Message Normalization
+ β
+ Allowlist Check
+ β
+ Gateway Router
+ β
+ Session Selection
+ β
+ Agent Execution
+ β
+ Tool Streaming
+ β
+ Response Generation
+ β
+ Channel Formatting
+ β
+ Outbound Message
+ β
+External Channel
+```
+
+### Detailed Flow Steps
+
+1. **Channel Receives Message**
+ - Raw message from external protocol
+ - Protocol-specific handling (e.g., Baileys for WhatsApp)
+
+2. **Message Normalization**
+ - Convert to `NormalizedMessage` format
+ - Extract text, media, reply context
+ - Add metadata
+
+3. **Allowlist Check**
+ - Verify sender is allowed
+ - Check pairing status for DMs
+ - Validate group membership
+
+4. **Gateway Routing**
+ - Determine target session
+ - Check activation mode (mention, reply, always-on)
+ - Queue or execute immediately
+
+5. **Agent Execution**
+ - Load session context
+ - Execute model with tools
+ - Stream tool calls and responses
+
+6. **Tool Execution**
+ - Execute tools as needed
+ - Stream tool results back to agent
+ - Handle tool errors gracefully
+
+7. **Response Generation**
+ - Agent generates response
+ - Apply thinking mode (low/high/always)
+ - Format for target channel
+
+8. **Channel Formatting**
+ - Convert to channel-specific format
+ - Chunk long messages if needed
+ - Add reactions/typing indicators
+
+9. **Outbound Message**
+ - Send via channel handler
+ - Track delivery status
+ - Handle errors and retries
+
+---
+
+## Message Routing
+
+### Routing Rules
+
+```typescript
+interface RoutingConfig {
+ // Main session routing
+ mainSession: {
+ activationMode: 'always' | 'mention' | 'reply' | 'dm-only';
+ replyBack: boolean;
+ allowedChannels: string[];
+ };
+
+ // Group session routing
+ groupSessions: {
+ enabled: boolean;
+ isolateByGroup: boolean;
+ activationMode: 'mention' | 'reply';
+ };
+
+ // Cross-channel routing
+ crossChannel: {
+ enabled: boolean;
+ routes: ChannelRoute[];
+ };
+}
+```
+
+### Activation Modes
+
+1. **Always-On**: Every message triggers agent
+2. **Mention**: Only messages mentioning bot trigger agent
+3. **Reply**: Only replies to bot messages trigger agent
+4. **DM-Only**: Only direct messages trigger agent
+
+### Session Isolation
+
+- **Main Session**: Primary agent for user
+- **Group Session**: Separate agent per group chat
+- **Workspace Session**: Separate agent per workspace
+
+---
+
+## Agent Execution Model
+
+### Session Context
+
+```typescript
+interface SessionContext {
+ sessionId: string;
+ chatId: string;
+ channel: string;
+
+ // Context window
+ messages: Message[];
+ maxTokens: number;
+
+ // Configuration
+ model: string;
+ temperature: number;
+ thinkingMode: 'low' | 'high' | 'always';
+
+ // Tools
+ availableTools: Tool[];
+ toolResults: ToolResult[];
+
+ // Memory
+ memory: MemoryStore;
+ skills: Skill[];
+}
+```
+
+### Execution Pipeline
+
+```
+Message β Load Context β Execute Model β Stream Tools β Generate Response β Save Context
+```
+
+### Tool Streaming
+
+```typescript
+interface ToolStreamEvent {
+ type: 'tool_call' | 'tool_result' | 'text_chunk' | 'thinking';
+ data: unknown;
+}
+
+async function* streamAgentExecution(
+ session: SessionContext,
+ message: string
+): AsyncGenerator {
+ // Stream tool calls and results in real-time
+ yield* piAgent.execute(session, message);
+}
+```
+
+### Model Failover
+
+```typescript
+interface ModelFailoverConfig {
+ primary: ModelConfig;
+ fallbacks: ModelConfig[];
+ retryAttempts: number;
+ retryDelay: number;
+}
+
+async function executeWithFailover(
+ config: ModelFailoverConfig,
+ request: ModelRequest
+): Promise {
+ // Try primary model
+ try {
+ return await execute(config.primary, request);
+ } catch (error) {
+ // Try fallback models
+ for (const fallback of config.fallbacks) {
+ try {
+ return await execute(fallback, request);
+ } catch (fallbackError) {
+ continue;
+ }
+ }
+ throw error;
+ }
+}
+```
+
+---
+
+## Plugin Architecture
+
+### Plugin System Design
+
+```
+ββββββββββββββββββββββββββββββββββββββββ
+β Plugin Discovery β
+β β’ extensions/ β
+β β’ node_modules/@moltbot/ β
+ββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+ββββββββββββββββββββββββββββββββββββββββ
+β Plugin Loader β
+β β’ Validate manifest β
+β β’ Load config schema β
+β β’ Initialize plugin β
+ββββββββββββββββββββββββββββββββββββββββ
+ β
+ β
+ββββββββββββββββββββββββββββββββββββββββ
+β Plugin Runtime β
+β β’ Register hooks β
+β β’ Inject services β
+β β’ Execute plugin logic β
+ββββββββββββββββββββββββββββββββββββββββ
+```
+
+### Plugin Manifest
+
+```json
+{
+ "name": "my-plugin",
+ "version": "1.0.0",
+ "type": "channel",
+ "exports": {
+ ".": "./dist/index.js",
+ "./config-schema": "./dist/config-schema.js"
+ },
+ "hooks": ["channel", "message:received", "message:sent"],
+ "permissions": ["network", "fs", "env"],
+ "dependencies": {
+ "some-lib": "^1.0.0"
+ }
+}
+```
+
+### Plugin Services
+
+```typescript
+interface PluginServices {
+ gateway: GatewayClient;
+ config: ConfigProvider;
+ logger: Logger;
+ http: HttpClient;
+ storage: StorageProvider;
+}
+```
+
+### Plugin Hooks
+
+```typescript
+interface PluginHooks {
+ 'plugin:init': (plugin: Plugin) => Promise;
+ 'plugin:start': (plugin: Plugin) => Promise;
+ 'plugin:stop': (plugin: Plugin) => Promise;
+
+ 'message:received': (message: NormalizedMessage) => Promise;
+ 'message:sent': (message: NormalizedMessage) => Promise;
+
+ 'agent:before': (session: SessionContext) => Promise;
+ 'agent:after': (session: SessionContext, response: string) => Promise;
+
+ 'tool:before': (tool: Tool, params: unknown) => Promise;
+ 'tool:after': (tool: Tool, result: ToolResult) => Promise;
+}
+```
+
+---
+
+## Security Model
+
+### Authentication
+
+1. **Pairing System**
+ - Code-based pairing for DMs
+ - One-time pairing codes
+ - Allowlist management
+
+2. **Channel Authentication**
+ - OAuth tokens (Discord, Slack, etc.)
+ - Bot tokens (Telegram)
+ - Session persistence (WhatsApp, Signal)
+
+3. **Model Authentication**
+ - API keys (Anthropic, OpenAI)
+ - OAuth (Google, AWS)
+ - Profile rotation on failure
+
+### Authorization
+
+1. **Allowlists**
+ - Per-channel allowlists
+ - Phone numbers for WhatsApp
+ - User IDs for Telegram
+ - Handle-based for Discord
+
+2. **Group Policies**
+ - Mention-only mode
+ - Reply-only mode
+ - Admin-only commands
+
+3. **Tool Permissions**
+ - Per-tool enable/disable
+ - Execution timeouts
+ - Resource limits
+
+### Privacy
+
+1. **Local-First**
+ - All data stored locally
+ - No external server dependency
+ - User controls all data
+
+2. **Session Isolation**
+ - Separate sessions per chat
+ - No cross-session data leaks
+ - Clear session boundaries
+
+3. **Media Handling**
+ - Temporary storage with lifecycle
+ - Automatic cleanup
+ - Optional media redaction
+
+---
+
+## Storage & Persistence
+
+### File System Layout
+
+```
+~/.clawdbot/
+βββ config/
+β βββ .moltbot.yaml # Main config
+β βββ models.json # Model profiles
+β βββ skills/ # Skill configs
+βββ credentials/
+β βββ anthropic.json # OAuth tokens
+β βββ openai.json
+β βββ channels/ # Channel credentials
+βββ sessions/
+β βββ main/ # Main session data
+β βββ groups/ # Group sessions
+β βββ agents/ # Agent-specific data
+βββ media/
+β βββ audio/ # Audio files
+β βββ images/ # Image files
+β βββ videos/ # Video files
+βββ memory/
+β βββ vectors/ # Vector embeddings
+β βββ cache/ # Cached data
+βββ logs/
+ βββ gateway.log # Gateway logs
+ βββ agent.log # Agent logs
+ βββ channels/ # Per-channel logs
+```
+
+### Session Storage
+
+```typescript
+interface SessionStore {
+ // Session CRUD
+ create(session: SessionContext): Promise;
+ read(sessionId: string): Promise;
+ update(session: SessionContext): Promise;
+ delete(sessionId: string): Promise;
+
+ // Message history
+ addMessage(sessionId: string, message: Message): Promise;
+ getMessages(sessionId: string, limit: number): Promise;
+
+ // Context management
+ getContext(sessionId: string): Promise;
+ saveContext(sessionId: string, context: SessionContext): Promise;
+}
+```
+
+### Memory Store
+
+```typescript
+interface MemoryStore {
+ // Vector storage
+ addEmbedding(key: string, embedding: number[]): Promise;
+ searchEmbeddings(query: number[], k: number): Promise;
+
+ // Key-value storage
+ set(key: string, value: unknown): Promise;
+ get(key: string): Promise;
+ delete(key: string): Promise;
+
+ // Context retrieval
+ recall(query: string): Promise;
+}
+```
+
+---
+
+## Network Architecture
+
+### Local Mode
+
+```
+βββββββββββββββββββββββββ
+β User Device β
+β βββββββββββββββββββ β
+β β Gateway Server β β
+β β (localhost) β β
+β βββββββββββββββββββ β
+β β β
+β βββββββββββββββββββ β
+β β Agent Runtime β β
+β βββββββββββββββββββ β
+β β β
+β βββββββββββββββββββ β
+β β Channels β β
+β βββββββββββββββββββ β
+βββββββββββββββββββββββββ
+ β
+ External Services
+ (Anthropic, OpenAI)
+```
+
+### Remote Gateway Mode
+
+```
+βββββββββββββββββββββββββ βββββββββββββββββββββββββ
+β Client Device β β Remote Server β
+β βββββββββββββββββββ β WS β βββββββββββββββββββ β
+β β Gateway Client ββββΌβββββββββΌβββ Gateway Server β β
+β β (Control UI) β β β β (Headless) β β
+β βββββββββββββββββββ β β βββββββββββββββββββ β
+βββββββββββββββββββββββββ β β β
+ β βββββββββββββββββββ β
+ β β Agent Runtime β β
+ β βββββββββββββββββββ β
+ β β β
+ β βββββββββββββββββββ β
+ β β Channels β β
+ β βββββββββββββββββββ β
+ βββββββββββββββββββββββββ
+ β
+ External Services
+```
+
+### Service Discovery
+
+```typescript
+interface DiscoveryService {
+ // mDNS advertisement
+ advertise(service: ServiceInfo): Promise;
+ stopAdvertise(): Promise;
+
+ // Discovery
+ discover(serviceType: string): Promise;
+ watch(serviceType: string, handler: ServiceHandler): void;
+}
+```
+
+---
+
+## Scalability Considerations
+
+### Vertical Scaling
+- Single-user design (no multi-tenancy)
+- Resource limits per tool
+- Session cleanup policies
+- Media file size limits
+
+### Horizontal Scaling
+- Not applicable (personal assistant)
+- Remote Gateway for headless servers
+- Multiple client devices connecting to single gateway
+
+### Performance Optimizations
+- Message chunking for large responses
+- Lazy loading of plugins
+- Caching of model responses
+- Connection pooling for channels
+- Parallel tool execution (where safe)
+
+---
+
+## Reliability & Fault Tolerance
+
+### Error Handling
+- Graceful degradation when components fail
+- Model failover on API errors
+- Channel reconnection on disconnect
+- Tool timeout handling
+
+### Monitoring
+- Gateway status endpoint
+- Channel connection status
+- Agent execution metrics
+- Tool execution tracing
+
+### Logging
+- Structured logging with tslog
+- Per-component log levels
+- Configurable log output (file, console)
+- Log rotation and retention
+
+---
+
+## Future Architecture Considerations
+
+### Planned Enhancements
+- Distributed tracing
+- Performance profiling
+- Advanced memory systems (RAG, embeddings)
+- Multi-agent coordination
+- Enhanced sandbox isolation
+
+### Extensibility Points
+- Custom model providers
+- Custom channel protocols
+- Custom tool implementations
+- Custom memory backends
+- Custom authentication providers
+
+---
+
+**End of Architecture Documentation**
diff --git a/docs/COMPONENTS.md b/docs/COMPONENTS.md
new file mode 100644
index 000000000..98192156d
--- /dev/null
+++ b/docs/COMPONENTS.md
@@ -0,0 +1,883 @@
+# Components Documentation
+
+## Table of Contents
+1. [Overview](#overview)
+2. [Gateway Components](#gateway-components)
+3. [Agent Runtime Components](#agent-runtime-components)
+4. [Channel Components](#channel-components)
+5. [Tool Components](#tool-components)
+6. [Plugin System Components](#plugin-system-components)
+7. [Configuration Components](#configuration-components)
+8. [Storage Components](#storage-components)
+9. [Utility Components](#utility-components)
+
+---
+
+## Overview
+
+This document provides detailed information about each component in the Jarvis system. Components are organized by layer and functionality.
+
+---
+
+## Gateway Components
+
+### Server (`src/gateway/server.ts`)
+
+**Purpose**: Main WebSocket server that handles all client connections and orchestration.
+
+**Responsibilities**:
+- Accept WebSocket connections from clients
+- Route messages to appropriate handlers
+- Manage active chat sessions
+- Coordinate tool execution
+- Handle cron jobs and webhooks
+
+**Key APIs**:
+```typescript
+class GatewayServer {
+ constructor(config: GatewayConfig);
+
+ async start(): Promise;
+ async stop(): Promise;
+
+ registerChat(chat: ChatSession): void;
+ unregisterChat(chatId: string): void;
+
+ async routeMessage(message: InboundMessage): Promise;
+
+ getModelCatalog(): ModelCatalog;
+ getBrowserTool(): BrowserTool;
+ getDiscoveryService(): DiscoveryService;
+}
+```
+
+**Configuration**:
+```yaml
+gateway:
+ mode: local # 'local' or 'remote'
+ port: 18789
+ bind: loopback # 'loopback' or 'all'
+ verbose: true
+```
+
+---
+
+### Chat Registry (`src/gateway/chat-registry.ts`)
+
+**Purpose**: Maintains registry of all active chat sessions.
+
+**Responsibilities**:
+- Register new chat sessions
+- Track active sessions
+- Clean up inactive sessions
+- Provide session lookup
+
+**Key APIs**:
+```typescript
+class ChatRegistry {
+ register(chat: ChatSession): void;
+ unregister(chatId: string): void;
+
+ get(chatId: string): ChatSession | undefined;
+ getAll(): ChatSession[];
+
+ findByChannel(channel: string): ChatSession[];
+ findByUser(userId: string): ChatSession[];
+
+ cleanup(): void;
+}
+```
+
+**Data Structure**:
+```typescript
+interface ChatSession {
+ id: string;
+ channel: string;
+ userId: string;
+ groupId?: string;
+
+ agent: AgentSession;
+ context: SessionContext;
+
+ createdAt: number;
+ lastActivityAt: number;
+
+ metadata: Record;
+}
+```
+
+---
+
+### Model Catalog (`src/gateway/model-catalog.ts`)
+
+**Purpose**: Maintains catalog of available AI models and their configurations.
+
+**Responsibilities**:
+- List available models
+- Provide model configurations
+- Handle model authentication
+- Track model usage and costs
+
+**Key APIs**:
+```typescript
+class ModelCatalog {
+ getAvailableModels(): ModelInfo[];
+ getModel(modelId: string): ModelInfo | undefined;
+
+ getAuthProfile(modelId: string): AuthProfile;
+ setAuthProfile(modelId: string, profile: AuthProfile): void;
+
+ getUsageStats(modelId: string): UsageStats;
+}
+```
+
+**Model Info Structure**:
+```typescript
+interface ModelInfo {
+ id: string;
+ name: string;
+ provider: 'anthropic' | 'openai' | 'google' | 'bedrock' | 'ollama';
+
+ capabilities: {
+ vision: boolean;
+ tools: boolean;
+ streaming: boolean;
+ };
+
+ limits: {
+ maxTokens: number;
+ contextWindow: number;
+ rateLimit: RateLimit;
+ };
+
+ pricing: {
+ inputCostPer1k: number;
+ outputCostPer1k: number;
+ };
+}
+```
+
+---
+
+### Browser Tool (`src/gateway/browser-tool.ts`)
+
+**Purpose**: Shared browser automation tool using Playwright.
+
+**Responsibilities**:
+- Launch and manage browser instances
+- Execute browser automation tasks
+- Capture screenshots and PDFs
+- Handle browser profiles and cookies
+
+**Key APIs**:
+```typescript
+class BrowserTool {
+ async launch(options: LaunchOptions): Promise;
+ async close(instanceId: string): Promise;
+
+ async navigate(instanceId: string, url: string): Promise;
+ async screenshot(instanceId: string, options: ScreenshotOptions): Promise;
+ async pdf(instanceId: string, options: PDFOptions): Promise;
+
+ async click(instanceId: string, selector: string): Promise;
+ async type(instanceId: string, selector: string, text: string): Promise;
+ async fill(instanceId: string, selector: string, value: string): Promise;
+
+ async evaluate(instanceId: string, script: string): Promise;
+ async snapshot(instanceId: string): Promise;
+}
+```
+
+**Configuration**:
+```yaml
+tools:
+ browser:
+ enabled: true
+ headless: true
+ timeout: 30000
+ viewport:
+ width: 1280
+ height: 720
+ profiles:
+ - name: default
+ cookies: []
+ localStorage: {}
+```
+
+---
+
+### Discovery Service (`src/gateway/discovery.ts`)
+
+**Purpose**: Service discovery using mDNS for local network.
+
+**Responsibilities**:
+- Advertise gateway service
+- Discover other gateways
+- Handle service announcements
+
+**Key APIs**:
+```typescript
+class DiscoveryService {
+ async advertise(service: ServiceInfo): Promise;
+ async stopAdvertise(): Promise;
+
+ async discover(serviceType: string): Promise;
+ watch(serviceType: string, handler: ServiceHandler): void;
+}
+```
+
+---
+
+## Agent Runtime Components
+
+### Pi Agent Runner (`src/agents/pi-embedded-runner.ts`)
+
+**Purpose**: Execute AI models in RPC mode with tool streaming.
+
+**Responsibilities**:
+- Execute model requests
+- Stream tool calls and results
+- Handle model authentication
+- Manage failover on errors
+
+**Key APIs**:
+```typescript
+class PiAgentRunner {
+ constructor(config: AgentConfig);
+
+ async* execute(
+ session: SessionContext,
+ message: string
+ ): AsyncGenerator;
+
+ async executeTools(
+ session: SessionContext,
+ tools: ToolCall[]
+ ): Promise;
+
+ async streamResponse(
+ session: SessionContext
+ ): AsyncGenerator;
+}
+```
+
+**Event Types**:
+```typescript
+type AgentEvent =
+ | { type: 'tool_call', data: ToolCall }
+ | { type: 'tool_result', data: ToolResult }
+ | { type: 'text_chunk', data: string }
+ | { type: 'thinking', data: string }
+ | { type: 'error', data: Error };
+```
+
+---
+
+### Session Manager (`src/agents/session-manager.ts`)
+
+**Purpose**: Manage agent session lifecycle and context.
+
+**Responsibilities**:
+- Create and destroy sessions
+- Load and save session context
+- Manage message history
+- Handle session isolation
+
+**Key APIs**:
+```typescript
+class SessionManager {
+ createSession(config: SessionConfig): AgentSession;
+ destroySession(sessionId: string): void;
+
+ getSession(sessionId: string): AgentSession | undefined;
+ getAllSessions(): AgentSession[];
+
+ async loadContext(sessionId: string): Promise;
+ async saveContext(sessionId: string, context: SessionContext): Promise;
+
+ async addMessage(sessionId: string, message: Message): Promise;
+ async getMessages(sessionId: string, limit: number): Promise;
+}
+```
+
+**Session Context**:
+```typescript
+interface SessionContext {
+ sessionId: string;
+ chatId: string;
+ channel: string;
+
+ messages: Message[];
+ maxTokens: number;
+
+ model: string;
+ temperature: number;
+ thinkingMode: 'low' | 'high' | 'always';
+
+ availableTools: Tool[];
+ toolResults: ToolResult[];
+
+ memory: MemoryStore;
+ skills: Skill[];
+
+ metadata: Record;
+}
+```
+
+---
+
+### Tool Registry (`src/agents/tool-registry.ts`)
+
+**Purpose**: Registry of available tools for agents.
+
+**Responsibilities**:
+- Register tools
+- Validate tool schemas
+- Execute tool calls
+- Track tool usage
+
+**Key APIs**:
+```typescript
+class ToolRegistry {
+ register(tool: Tool): void;
+ unregister(toolName: string): void;
+
+ get(toolName: string): Tool | undefined;
+ getAll(): Tool[];
+
+ async execute(
+ toolName: string,
+ params: unknown,
+ context: ToolContext
+ ): Promise;
+
+ validateParams(toolName: string, params: unknown): boolean;
+}
+```
+
+**Tool Interface**:
+```typescript
+interface Tool {
+ name: string;
+ description: string;
+ schema: JSONSchema;
+
+ execute(params: unknown, context: ToolContext): Promise;
+}
+```
+
+---
+
+### Model Auth (`src/agents/model-auth.ts`)
+
+**Purpose**: Handle model authentication and token management.
+
+**Responsibilities**:
+- Store API keys and OAuth tokens
+- Refresh expired tokens
+- Rotate auth profiles on failure
+- Secure credential storage
+
+**Key APIs**:
+```typescript
+class ModelAuth {
+ async getAuthProfile(modelId: string): Promise;
+ async setAuthProfile(modelId: string, profile: AuthProfile): Promise;
+
+ async refreshToken(modelId: string): Promise;
+ async rotateProfile(modelId: string): Promise;
+
+ async validateCredentials(modelId: string): Promise;
+}
+```
+
+**Auth Profile**:
+```typescript
+interface AuthProfile {
+ type: 'api_key' | 'oauth';
+
+ // For API keys
+ apiKey?: string;
+
+ // For OAuth
+ accessToken?: string;
+ refreshToken?: string;
+ expiresAt?: number;
+
+ metadata: Record;
+}
+```
+
+---
+
+## Channel Components
+
+### Base Channel Interface (`src/channels/base.ts`)
+
+**Purpose**: Common interface for all channel implementations.
+
+**Responsibilities**:
+- Define channel lifecycle
+- Normalize messages
+- Handle errors gracefully
+
+**Interface**:
+```typescript
+interface Channel {
+ name: string;
+ type: ChannelType;
+
+ // Lifecycle
+ init(config: ChannelConfig): Promise;
+ start(): Promise;
+ stop(): Promise;
+
+ // Messaging
+ send(message: OutboundMessage): Promise;
+ receive(handler: MessageHandler): void;
+
+ // Status
+ getStatus(): ChannelStatus;
+ getConnections(): Connection[];
+}
+```
+
+---
+
+### WhatsApp Channel (`src/whatsapp/`)
+
+**Purpose**: WhatsApp integration using Baileys library.
+
+**Key Files**:
+- `bot.ts` - Main bot implementation
+- `send.ts` - Message sending
+- `markdown.ts` - Markdown to WhatsApp formatting
+- `qr.ts` - QR code pairing
+
+**Configuration**:
+```yaml
+channels:
+ whatsapp:
+ enabled: true
+ pairing: code
+ allowlist:
+ - "+1234567890"
+ session: main
+```
+
+---
+
+### Telegram Channel (`src/telegram/`)
+
+**Purpose**: Telegram integration using grammY library.
+
+**Key Files**:
+- `bot.ts` - Main bot implementation
+- `handlers.ts` - Message handlers
+- `markdown.ts` - Markdown to Telegram formatting
+- `keyboard.ts` - Inline keyboard support
+
+**Configuration**:
+```yaml
+channels:
+ telegram:
+ enabled: true
+ bot_token: "${TELEGRAM_BOT_TOKEN}"
+ allowlist:
+ - "username1"
+ - "username2"
+```
+
+---
+
+### Signal Channel (`src/signal/`)
+
+**Purpose**: Signal integration using signal-cli.
+
+**Key Files**:
+- `bot.ts` - Main bot implementation
+- `cli.ts` - signal-cli wrapper
+- `send.ts` - Message sending
+
+**Configuration**:
+```yaml
+channels:
+ signal:
+ enabled: true
+ phone: "+1234567890"
+ allowlist:
+ - "+0987654321"
+```
+
+---
+
+### Discord Channel (`src/discord/`)
+
+**Purpose**: Discord integration using discord.js.
+
+**Key Files**:
+- `bot.ts` - Main bot implementation
+- `handlers.ts` - Event handlers
+- `markdown.ts` - Markdown to Discord formatting
+- `embeds.ts` - Rich embed support
+
+**Configuration**:
+```yaml
+channels:
+ discord:
+ enabled: true
+ bot_token: "${DISCORD_BOT_TOKEN}"
+ dm:
+ policy: pairing
+ allowFrom: []
+ guilds:
+ - guild_id: "123456789"
+ channels: ["general", "bot-commands"]
+```
+
+---
+
+### Slack Channel (`src/slack/`)
+
+**Purpose**: Slack integration using Bolt framework.
+
+**Key Files**:
+- `bot.ts` - Main bot implementation
+- `handlers.ts` - Event handlers
+- `blocks.ts` - Block Kit formatting
+
+**Configuration**:
+```yaml
+channels:
+ slack:
+ enabled: true
+ bot_token: "${SLACK_BOT_TOKEN}"
+ signing_secret: "${SLACK_SIGNING_SECRET}"
+ dm:
+ policy: pairing
+```
+
+---
+
+## Tool Components
+
+### Browser Tool (`src/browser/`)
+
+**Purpose**: Web automation using Playwright.
+
+**Key Files**:
+- `browser-tool.ts` - Main tool implementation
+- `playwright-bridge.ts` - Playwright wrapper
+- `snapshot.ts` - Page snapshot generation
+- `profiles.ts` - Browser profile management
+
+**Tool Schema**:
+```typescript
+{
+ name: "browser",
+ description: "Automate web browsing",
+ schema: {
+ action: "navigate" | "click" | "type" | "screenshot",
+ url?: string,
+ selector?: string,
+ text?: string
+ }
+}
+```
+
+---
+
+### Canvas Tool (`src/canvas-host/`)
+
+**Purpose**: Visual workspace with A2UI framework.
+
+**Key Files**:
+- `index.ts` - Main canvas implementation
+- `a2ui/` - A2UI framework bundles
+- `renderer.ts` - DOM rendering
+- `websocket.ts` - Real-time updates
+
+**Tool Schema**:
+```typescript
+{
+ name: "canvas",
+ description: "Create visual workspace",
+ schema: {
+ action: "create" | "update" | "render",
+ content?: string,
+ layout?: string
+ }
+}
+```
+
+---
+
+### Bash Tool (`src/process/`)
+
+**Purpose**: Execute shell commands safely.
+
+**Key Files**:
+- `exec.ts` - Command execution
+- `spawn-utils.ts` - Process spawning utilities
+- `command-queue.ts` - Command queuing
+
+**Tool Schema**:
+```typescript
+{
+ name: "bash",
+ description: "Execute shell commands",
+ schema: {
+ command: string,
+ timeout?: number,
+ cwd?: string,
+ env?: Record
+ }
+}
+```
+
+---
+
+### Memory Tool (`src/memory/`)
+
+**Purpose**: Store and retrieve contextual information.
+
+**Key Files**:
+- `index.ts` - Main memory implementation
+- `vector-store.ts` - Vector embeddings
+- `cache.ts` - Caching layer
+
+**Tool Schema**:
+```typescript
+{
+ name: "memory",
+ description: "Store and recall information",
+ schema: {
+ action: "store" | "recall" | "search",
+ key?: string,
+ value?: unknown,
+ query?: string
+ }
+}
+```
+
+---
+
+## Plugin System Components
+
+### Plugin Discovery (`src/plugins/discovery.ts`)
+
+**Purpose**: Auto-detect and validate plugins.
+
+**Responsibilities**:
+- Scan plugin directories
+- Validate manifests
+- Check dependencies
+
+**Key APIs**:
+```typescript
+class PluginDiscovery {
+ async discoverPlugins(): Promise;
+ async validateManifest(manifest: PluginManifest): Promise;
+ async checkDependencies(manifest: PluginManifest): Promise;
+}
+```
+
+---
+
+### Plugin Loader (`src/plugins/loader.ts`)
+
+**Purpose**: Load and initialize plugins.
+
+**Responsibilities**:
+- Load plugin modules
+- Initialize plugins
+- Register hooks
+- Inject services
+
+**Key APIs**:
+```typescript
+class PluginLoader {
+ async load(manifest: PluginManifest): Promise;
+ async init(plugin: Plugin): Promise;
+ async start(plugin: Plugin): Promise;
+ async stop(plugin: Plugin): Promise;
+
+ registerHooks(plugin: Plugin): void;
+ injectServices(plugin: Plugin, services: PluginServices): void;
+}
+```
+
+---
+
+### Plugin Services (`src/plugins/services.ts`)
+
+**Purpose**: Provide services to plugins.
+
+**Services**:
+```typescript
+interface PluginServices {
+ gateway: GatewayClient;
+ config: ConfigProvider;
+ logger: Logger;
+ http: HttpClient;
+ storage: StorageProvider;
+}
+```
+
+---
+
+## Configuration Components
+
+### Config Loader (`src/config/index.ts`)
+
+**Purpose**: Load and validate configuration.
+
+**Responsibilities**:
+- Load YAML configuration
+- Validate with Zod schemas
+- Merge environment variables
+- Handle migrations
+
+**Key APIs**:
+```typescript
+class ConfigLoader {
+ async load(path: string): Promise;
+ async validate(config: unknown): Promise;
+ async save(path: string, config: Config): Promise;
+
+ merge(configs: Partial[]): Config;
+ migrate(oldConfig: unknown): Config;
+}
+```
+
+---
+
+### Config Schema (`src/config/schema.ts`)
+
+**Purpose**: Zod schemas for configuration validation.
+
+**Schemas**:
+```typescript
+const ConfigSchema = z.object({
+ gateway: GatewayConfigSchema,
+ agents: AgentsConfigSchema,
+ channels: ChannelsConfigSchema,
+ tools: ToolsConfigSchema,
+ sandbox: SandboxConfigSchema,
+ plugins: PluginsConfigSchema,
+ skills: SkillsConfigSchema,
+});
+```
+
+---
+
+### Path Manager (`src/config/paths.ts`)
+
+**Purpose**: Manage system paths.
+
+**Paths**:
+```typescript
+class PathManager {
+ getConfigDir(): string;
+ getCredentialsDir(): string;
+ getSessionsDir(): string;
+ getMediaDir(): string;
+ getMemoryDir(): string;
+ getLogsDir(): string;
+
+ resolve(relativePath: string): string;
+}
+```
+
+---
+
+## Storage Components
+
+### Session Store (`src/sessions/`)
+
+**Purpose**: Persist session data.
+
+**Key APIs**:
+```typescript
+class SessionStore {
+ async create(session: SessionContext): Promise;
+ async read(sessionId: string): Promise;
+ async update(session: SessionContext): Promise;
+ async delete(sessionId: string): Promise;
+
+ async addMessage(sessionId: string, message: Message): Promise;
+ async getMessages(sessionId: string, limit: number): Promise;
+}
+```
+
+---
+
+### Memory Store (`src/memory/`)
+
+**Purpose**: Vector storage for contextual memory.
+
+**Key APIs**:
+```typescript
+class MemoryStore {
+ async addEmbedding(key: string, embedding: number[]): Promise;
+ async searchEmbeddings(query: number[], k: number): Promise;
+
+ async set(key: string, value: unknown): Promise;
+ async get(key: string): Promise;
+ async delete(key: string): Promise;
+
+ async recall(query: string): Promise;
+}
+```
+
+---
+
+## Utility Components
+
+### Logger (`src/logger.ts`)
+
+**Purpose**: Structured logging with tslog.
+
+**Key APIs**:
+```typescript
+class Logger {
+ debug(message: string, ...args: unknown[]): void;
+ info(message: string, ...args: unknown[]): void;
+ warn(message: string, ...args: unknown[]): void;
+ error(message: string, ...args: unknown[]): void;
+
+ child(name: string): Logger;
+}
+```
+
+---
+
+### Terminal Utils (`src/terminal/`)
+
+**Purpose**: Terminal UI utilities.
+
+**Key Files**:
+- `palette.ts` - Color palette
+- `table.ts` - Table formatting
+- `progress.ts` - Progress bars
+
+---
+
+### Markdown Utils (`src/markdown/`)
+
+**Purpose**: Markdown parsing and rendering.
+
+**Key APIs**:
+```typescript
+class MarkdownUtils {
+ parse(markdown: string): MarkdownNode[];
+ render(nodes: MarkdownNode[]): string;
+
+ toHTML(markdown: string): string;
+ toPlainText(markdown: string): string;
+}
+```
+
+---
+
+**End of Components Documentation**
diff --git a/docs/INDEX.md b/docs/INDEX.md
new file mode 100644
index 000000000..d468bc396
--- /dev/null
+++ b/docs/INDEX.md
@@ -0,0 +1,356 @@
+# Γndice de DocumentaciΓ³n de Jarvis
+
+## π DocumentaciΓ³n Completa del Proyecto
+
+Este directorio contiene toda la documentaciΓ³n del proyecto Jarvis, un asistente personal de IA que se ejecuta en tus propios dispositivos.
+
+---
+
+## π Documentos Principales
+
+### [README-ES.md](README-ES.md)
+**DocumentaciΓ³n completa en espaΓ±ol**
+
+Incluye:
+- VisiΓ³n general del proyecto
+- ΒΏQuΓ© es Jarvis?
+- Arquitectura del sistema
+- Componentes principales
+- Canales de mensajerΓa soportados
+- TecnologΓas utilizadas
+- Sistema de plugins
+- ConfiguraciΓ³n y despliegue
+- Desarrollo
+- Estructura de directorios
+
+π **Recomendado como punto de partida** para entender todo el proyecto.
+
+---
+
+### [ARCHITECTURE.md](ARCHITECTURE.md)
+**DocumentaciΓ³n tΓ©cnica de arquitectura**
+
+Incluye:
+- Arquitectura de alto nivel
+- Componentes del sistema
+- Flujo de datos
+- Enrutamiento de mensajes
+- Modelo de ejecuciΓ³n de agentes
+- Arquitectura de plugins
+- Modelo de seguridad
+- Almacenamiento y persistencia
+- Arquitectura de red
+
+π **Recomendado para desarrolladores** que necesitan entender la arquitectura tΓ©cnica.
+
+---
+
+### [COMPONENTS.md](COMPONENTS.md)
+**DocumentaciΓ³n de componentes individuales**
+
+Incluye:
+- Componentes del Gateway
+- Componentes del Runtime de Agente
+- Componentes de Canales
+- Componentes de Herramientas
+- Componentes del Sistema de Plugins
+- Componentes de ConfiguraciΓ³n
+- Componentes de Almacenamiento
+- Componentes de Utilidades
+
+π **Recomendado para desarrolladores** que trabajan en componentes especΓficos.
+
+---
+
+## π DocumentaciΓ³n por CategorΓa
+
+### π― Inicio RΓ‘pido
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [start/](start/) | GuΓas de inicio rΓ‘pido y tutoriales |
+| [install/](install/) | GuΓas de instalaciΓ³n paso a paso |
+| [Getting Started](start/) | GuΓa para principiantes |
+
+### βοΈ ConfiguraciΓ³n
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [README-ES.md#configuraciΓ³n-y-despliegue](README-ES.md#configuraciΓ³n-y-despliegue) | GuΓa completa de configuraciΓ³n |
+| [gateway/](gateway/) | ConfiguraciΓ³n del Gateway |
+| [environment.md](environment.md) | Variables de entorno |
+
+### π¬ Canales
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [channels/](channels/) | DocumentaciΓ³n de todos los canales |
+| [README-ES.md#canales-de-mensajerΓa](README-ES.md#canales-de-mensajerΓa) | Lista de canales soportados |
+
+### π Seguridad
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [security/](security/) | GuΓas de seguridad |
+| [ARCHITECTURE.md#security-model](ARCHITECTURE.md#security-model) | Modelo de seguridad |
+
+### π οΈ Desarrollo
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [README-ES.md#desarrollo](README-ES.md#desarrollo) | GuΓa de desarrollo |
+| [testing.md](testing.md) | GuΓas de testing |
+| [debugging.md](debugging.md) | GuΓas de depuraciΓ³n |
+
+### π Plugins
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [plugins/](plugins/) | DocumentaciΓ³n de plugins |
+| [ARCHITECTURE.md#plugin-architecture](ARCHITECTURE.md#plugin-architecture) | Arquitectura de plugins |
+
+### π€ Conceptos de IA
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [concepts/](concepts/) | Conceptos fundamentales |
+| [README-ES.md#tecnologΓas-utilizadas](README-ES.md#tecnologΓas-utilizadas) | Modelos IA soportados |
+
+### π₯οΈ Plataformas
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [platforms/](platforms/) | GuΓas especΓficas de plataforma |
+| macOS | DocumentaciΓ³n de macOS |
+| iOS | DocumentaciΓ³n de iOS |
+| Android | DocumentaciΓ³n de Android |
+
+### π Referencia
+
+| Documento | DescripciΓ³n |
+|-----------|-------------|
+| [reference/](reference/) | DocumentaciΓ³n de referencia |
+| [cli/](cli/) | Referencia de comandos CLI |
+| [tools/](tools/) | Referencia de herramientas |
+
+---
+
+## πΊοΈ Mapa de NavegaciΓ³n
+
+### Para Nuevos Usuarios
+
+1. **Empezar aquΓ**: [README-ES.md](README-ES.md) - VisiΓ³n general completa
+2. **Instalar**: [install/](install/) - GuΓas de instalaciΓ³n
+3. **Configurar**: [README-ES.md#configuraciΓ³n-y-despliegue](README-ES.md#configuraciΓ³n-y-despliegue)
+4. **Usar**: [start/](start/) - GuΓas de uso bΓ‘sico
+
+### Para Desarrolladores
+
+1. **Arquitectura**: [ARCHITECTURE.md](ARCHITECTURE.md) - Entender el sistema
+2. **Componentes**: [COMPONENTS.md](COMPONENTS.md) - Componentes individuales
+3. **Desarrollo**: [README-ES.md#desarrollo](README-ES.md#desarrollo) - Setup de desarrollo
+4. **Testing**: [testing.md](testing.md) - GuΓas de testing
+
+### Para Crear Plugins
+
+1. **Sistema de Plugins**: [ARCHITECTURE.md#plugin-architecture](ARCHITECTURE.md#plugin-architecture)
+2. **Ejemplos**: [extensions/](../extensions/) - Plugins existentes
+3. **Plugin SDK**: Ver cΓ³digo en `src/plugin-sdk/`
+
+---
+
+## π Estructura de DocumentaciΓ³n
+
+```
+docs/
+βββ README-ES.md # π DocumentaciΓ³n completa en espaΓ±ol
+βββ ARCHITECTURE.md # ποΈ Arquitectura tΓ©cnica
+βββ COMPONENTS.md # π§ Componentes individuales
+βββ INDEX.md # π Este archivo (Γndice)
+β
+βββ start/ # π Inicio rΓ‘pido
+β βββ getting-started.md
+β βββ wizard.md
+β
+βββ install/ # π¦ InstalaciΓ³n
+β βββ docker.md
+β βββ updating.md
+β
+βββ channels/ # π¬ Canales
+β βββ whatsapp.md
+β βββ telegram.md
+β βββ discord.md
+β βββ ...
+β
+βββ gateway/ # π Gateway
+β βββ configuration.md
+β βββ security.md
+β βββ doctor.md
+β
+βββ concepts/ # π‘ Conceptos
+β βββ models.md
+β βββ session.md
+β βββ groups.md
+β βββ agent.md
+β
+βββ cli/ # π» CLI
+β βββ commands.md
+β
+βββ tools/ # π οΈ Herramientas
+β βββ browser.md
+β βββ canvas.md
+β βββ skills.md
+β
+βββ plugins/ # π Plugins
+β βββ development.md
+β
+βββ security/ # π Seguridad
+β βββ best-practices.md
+β
+βββ platforms/ # π₯οΈ Plataformas
+β βββ macos/
+β βββ ios/
+β βββ android/
+β βββ linux/
+β
+βββ reference/ # π Referencia
+β βββ RELEASING.md
+β
+βββ automation/ # π€ AutomatizaciΓ³n
+βββ debug/ # π DepuraciΓ³n
+βββ diagnostics/ # π DiagnΓ³sticos
+βββ nodes/ # π‘ Nodos
+βββ providers/ # π’ Proveedores
+βββ web/ # π Web UI
+β
+βββ assets/ # π¨ Assets
+βββ images/ # πΌοΈ ImΓ‘genes
+βββ _layouts/ # π Layouts
+```
+
+---
+
+## π BΓΊsqueda por Tema
+
+### InstalaciΓ³n y ConfiguraciΓ³n
+- [InstalaciΓ³n](install/)
+- [ConfiguraciΓ³n](README-ES.md#configuraciΓ³n-y-despliegue)
+- [Variables de entorno](environment.md)
+- [Docker](install/docker.md)
+
+### Canales de MensajerΓa
+- [Todos los canales](channels/)
+- [WhatsApp](channels/whatsapp.md)
+- [Telegram](channels/telegram.md)
+- [Discord](channels/discord.md)
+- [Signal](channels/signal.md)
+- [Slack](channels/slack.md)
+
+### Desarrollo
+- [Setup de desarrollo](README-ES.md#desarrollo)
+- [Arquitectura](ARCHITECTURE.md)
+- [Componentes](COMPONENTS.md)
+- [Testing](testing.md)
+- [Debugging](debugging.md)
+
+### Plugins y Extensiones
+- [Sistema de plugins](ARCHITECTURE.md#plugin-architecture)
+- [Desarrollo de plugins](plugins/)
+- [Plugins existentes](../extensions/)
+
+### Herramientas
+- [Browser Tool](tools/browser.md)
+- [Canvas Tool](tools/canvas.md)
+- [Skills](tools/skills.md)
+
+### Seguridad
+- [Modelo de seguridad](ARCHITECTURE.md#security-model)
+- [Mejores prΓ‘cticas](security/best-practices.md)
+- [Gateway security](gateway/security.md)
+
+### Plataformas
+- [macOS](platforms/macos/)
+- [iOS](platforms/ios/)
+- [Android](platforms/android/)
+- [Linux](platforms/linux/)
+
+---
+
+## π Diagramas
+
+Los documentos incluyen varios diagramas ASCII para visualizar:
+
+- **Arquitectura del Sistema**: [ARCHITECTURE.md](ARCHITECTURE.md#high-level-architecture)
+- **Flujo de Datos**: [ARCHITECTURE.md](ARCHITECTURE.md#data-flow)
+- **Flujo de Mensajes**: [README-ES.md](README-ES.md#arquitectura-del-sistema)
+- **Diagrama de Uso**: Ver README mejorado en raΓz del proyecto
+- **Diagrama de ConfiguraciΓ³n**: Ver README mejorado en raΓz del proyecto
+
+---
+
+## π Enlaces Γtiles
+
+### Repositorio
+- **CΓ³digo fuente**: https://github.com/jeturing/Jarvis
+- **Issues**: https://github.com/jeturing/Jarvis/issues
+- **Pull Requests**: https://github.com/jeturing/Jarvis/pulls
+- **Discussions**: https://github.com/jeturing/Jarvis/discussions
+
+### Comunidad
+- **Discord**: (AΓ±adir enlace si existe)
+- **Foro**: (AΓ±adir enlace si existe)
+
+### Recursos Externos
+- **Anthropic Claude**: https://www.anthropic.com/
+- **OpenAI GPT**: https://openai.com/
+- **Playwright**: https://playwright.dev/
+- **grammY (Telegram)**: https://grammy.dev/
+
+---
+
+## π€ Contribuir a la DocumentaciΓ³n
+
+ΒΏEncontraste un error o quieres mejorar la documentaciΓ³n?
+
+1. **Reporta issues**: [GitHub Issues](https://github.com/jeturing/Jarvis/issues)
+2. **EnvΓa PRs**: Sigue las guΓas en [CONTRIBUTING.md](../CONTRIBUTING.md)
+3. **Discute mejoras**: [GitHub Discussions](https://github.com/jeturing/Jarvis/discussions)
+
+### GuΓas para Contribuir
+
+- MantΓ©n un tono claro y profesional
+- Incluye ejemplos de cΓ³digo cuando sea posible
+- AΓ±ade diagramas ASCII para conceptos complejos
+- Actualiza el Γndice cuando aΓ±adas nuevos documentos
+- Verifica que todos los enlaces funcionen
+
+---
+
+## π Licencia
+
+La documentaciΓ³n estΓ‘ licenciada bajo la misma licencia MIT que el proyecto principal. Ver [LICENSE](../LICENSE).
+
+---
+
+## β‘ Actualizaciones Recientes
+
+- **2024-01**: CreaciΓ³n de documentaciΓ³n completa en espaΓ±ol
+- **2024-01**: AΓ±adida documentaciΓ³n de arquitectura tΓ©cnica
+- **2024-01**: AΓ±adida documentaciΓ³n de componentes
+- **2024-01**: Creado Γndice de navegaciΓ³n
+
+---
+
+## π§ Contacto
+
+ΒΏNecesitas mΓ‘s ayuda?
+
+- **Email**: (AΓ±adir email de contacto)
+- **Discord**: (AΓ±adir enlace de Discord)
+- **Twitter**: (AΓ±adir handle de Twitter)
+
+---
+
+
+ Β‘Feliz aprendizaje y desarrollo con Jarvis! π€
+
diff --git a/docs/README-ES.md b/docs/README-ES.md
new file mode 100644
index 000000000..68641405d
--- /dev/null
+++ b/docs/README-ES.md
@@ -0,0 +1,979 @@
+# π¦ Moltbot - DocumentaciΓ³n Completa del Proyecto
+
+## Γndice
+1. [VisiΓ³n General](#visiΓ³n-general)
+2. [ΒΏQuΓ© es Moltbot?](#quΓ©-es-moltbot)
+3. [Arquitectura del Sistema](#arquitectura-del-sistema)
+4. [Componentes Principales](#componentes-principales)
+5. [Canales de MensajerΓa](#canales-de-mensajerΓa)
+6. [TecnologΓas Utilizadas](#tecnologΓas-utilizadas)
+7. [Sistema de Plugins](#sistema-de-plugins)
+8. [ConfiguraciΓ³n y Despliegue](#configuraciΓ³n-y-despliegue)
+9. [Desarrollo](#desarrollo)
+10. [Estructura de Directorios](#estructura-de-directorios)
+
+---
+
+## VisiΓ³n General
+
+**Moltbot** (tambiΓ©n conocido como Jarvis o Clawdbot) es un **asistente personal de IA** que se ejecuta en tus propios dispositivos. Es una plataforma local-first, auto-hospedada y diseΓ±ada para control de usuario ΓΊnico.
+
+### CaracterΓsticas Principales
+
+β
**Multi-canal**: Conecta con WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Microsoft Teams, Matrix, Zalo y mΓ‘s
+β
**Capacidades de voz**: Wake Voice, Talk Mode (entrada/salida de voz en macOS/iOS/Android)
+β
**Canvas en vivo**: Espacio de trabajo visual controlado por agente con framework A2UI
+β
**Herramientas de primera clase**: Browser, Canvas, Cron, Sessions, acciones de Discord/Slack
+β
**Enrutamiento multi-agente**: Aisla agentes por espacio de trabajo/canal
+β
**Asistente de configuraciΓ³n**: `moltbot onboard` para configuraciΓ³n fΓ‘cil
+β
**Daemon siempre activo**: vΓa systemd/launchd
+β
**Soporte Gateway remoto**: para servidores Linux sin interfaz grΓ‘fica
+β
**Privacidad**: Se ejecuta localmente, sin dependencia de servidor
+
+---
+
+## ΒΏQuΓ© es Moltbot?
+
+Moltbot es un asistente de IA personal que:
+
+### PropΓ³sito Principal
+- Asistente de IA personal siempre activo usando modelos Claude/OpenAI
+- Gateway de mensajerΓa multi-canal (bandeja de entrada unificada entre plataformas)
+- Funciona en macOS, iOS, Android, Linux, Windows (WSL2)
+- Enfocado en privacidad: se ejecuta localmente, sin dependencia de servidor
+
+### Casos de Uso
+1. **Asistente Personal**: Responde preguntas, ejecuta tareas, gestiona calendarios
+2. **Centro de MensajerΓa Unificado**: Una interfaz para todos tus canales de chat
+3. **AutomatizaciΓ³n**: Ejecuta scripts, gestiona tareas programadas (cron)
+4. **NavegaciΓ³n Web**: AutomatizaciΓ³n de navegador con Playwright
+5. **Procesamiento de Medios**: TranscripciΓ³n de audio, anΓ‘lisis de imΓ‘genes, procesamiento de video
+6. **Desarrollo**: Asistente de cΓ³digo, revisiΓ³n de cΓ³digo, depuraciΓ³n
+
+### Ventajas Γnicas
+- **Control Total**: TΓΊ posees tus datos y configuraciΓ³n
+- **Sin Servidor Central**: No hay dependencia de servicios de terceros
+- **Extensible**: Sistema de plugins robusto para aΓ±adir funcionalidad
+- **Multi-Plataforma**: Funciona en todos los sistemas operativos principales
+- **Seguro**: AutenticaciΓ³n local, polΓticas de lista de permitidos
+
+---
+
+## Arquitectura del Sistema
+
+```
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Gateway (Servidor WebSocket) β
+β - Plano de control para sesiones/canales β
+β - Registro de chat y enrutamiento de mensajes β
+β - CatΓ‘logo de modelos y perfiles de autenticaciΓ³n β
+β - Trabajos cron, webhooks, herramienta de navegadorβ
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Runtime de Agente (Pi Agent) β
+β - Modo RPC embedding β
+β - Streaming de herramientas y bloques β
+β - Failover de modelos/rotaciΓ³n de auth β
+β - Ventana de contexto de sesiΓ³n β
+β - Entorno sandbox (Docker opcional) β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Capa Multi-Canal β
+β - Manejadores de canal base β
+β - AnΓ‘lisis de mensajes entrantes β
+β - Enrutamiento y formato salientes β
+β - PolΓticas de lista de permitidos/emparejamiento DMβ
+β - Enrutamiento de menciones en grupo β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+β Sistema de Herramientas β
+β - Browser (automatizaciΓ³n web) β
+β - Canvas (espacio de trabajo visual) β
+β - Image (analizar/generar) β
+β - Message (enviar entre canales) β
+β - Session (generar sub-agentes) β
+β - Bash (ejecutar comandos) β
+β - Web (fetch, search, readability) β
+β - Memory (recordar contexto) β
+β - Cron (programar tareas) β
+β - Acciones Discord/Slack/WhatsApp β
+ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
+```
+
+### Flujo de Mensajes
+
+1. **Entrada**: Mensaje recibido desde canal (WhatsApp, Telegram, etc.)
+2. **Enrutamiento**: Gateway determina sesiΓ³n y agente apropiado
+3. **Procesamiento**: Agente procesa mensaje con herramientas disponibles
+4. **EjecuciΓ³n**: Herramientas se ejecutan (browser, bash, memory, etc.)
+5. **Respuesta**: Agente genera respuesta basada en resultados
+6. **Salida**: Mensaje enviado de vuelta al canal original o cruzado
+
+---
+
+## Componentes Principales
+
+### 1. Gateway (`src/gateway/`)
+
+El **Gateway** es el corazΓ³n del sistema. Es un servidor WebSocket que:
+
+- **Gestiona todas las sesiones** de chat activas
+- **Enruta mensajes** entre canales y agentes
+- **Mantiene catΓ‘logo de modelos** (Claude, GPT, Bedrock)
+- **Ejecuta trabajos cron** y webhooks
+- **Proporciona herramienta de navegador** compartida
+- **Maneja descubrimiento** de servicios (mDNS)
+
+**Archivos clave:**
+- `server.ts` - Servidor principal WebSocket
+- `chat-registry.ts` - Registro de chats activos
+- `model-catalog.ts` - CatΓ‘logo de modelos AI
+- `browser-tool.ts` - IntegraciΓ³n de Playwright
+
+### 2. Runtime de Agente (`src/agents/`)
+
+El **Runtime de Agente** ejecuta modelos de IA y gestiona interacciones:
+
+- **IntegraciΓ³n Pi Agent** (`pi-embedded-runner.ts`) - Ejecuta Claude/GPT en modo RPC
+- **GestiΓ³n de sesiones** (`session-*.ts`) - Aisla contextos de chat
+- **Streaming de herramientas** - Streaming en tiempo real de uso de herramientas
+- **Failover de modelos** - RotaciΓ³n automΓ‘tica si un modelo falla
+- **Manejo de perfiles de auth** - OAuth y claves API
+
+**Archivos clave:**
+- `pi-embedded-runner.ts` - Ejecutor principal de agente
+- `session-manager.ts` - Gestor de sesiones de chat
+- `tool-registry.ts` - Registro de herramientas disponibles
+- `model-auth.ts` - AutenticaciΓ³n de modelos
+
+### 3. Canales (`src/channels/`, `extensions/`)
+
+**Canales integrados** (en `src/`):
+- `whatsapp/` - WhatsApp (biblioteca Baileys)
+- `telegram/` - Telegram (grammY)
+- `signal/` - Signal (signal-cli)
+- `imessage/` - iMessage (imsg)
+- `discord/` - Discord (discord.js)
+- `slack/` - Slack (Bolt)
+
+**Canales de extensiΓ³n** (en `extensions/`):
+- `msteams/` - Microsoft Teams
+- `matrix/` - Matrix con soporte E2E
+- `zalo/`, `zalouser/` - MensajerΓa vietnamita
+- `bluebubbles/` - Relay iMessage
+- Y mΓ‘s de 20 extensiones de canal
+
+**CaracterΓsticas:**
+- Emparejamiento DM (lista de permitidos basada en cΓ³digo)
+- Enrutamiento de grupo/canal con control de menciones
+- Etiquetas de respuesta para respuestas basadas en hilos
+- FragmentaciΓ³n de mensajes por canal
+- Reconocimientos de reacciΓ³n
+- Indicadores de escritura
+
+### 4. Sistema de Plugins (`src/plugins/`)
+
+El **sistema de plugins** permite extensibilidad:
+
+**Tipos de plugins:**
+- **Plugins de canal** - Nuevas integraciones de mensajerΓa
+- **Plugins de auth** - Manejadores OAuth
+- **Plugins de herramientas** - Herramientas personalizadas de agente
+- **Plugins de memoria** - Backends de almacenamiento personalizados
+- **Plugins de hooks** - Manejadores de eventos globales
+
+**Archivos clave:**
+- `discovery.ts` - Auto-detecta plugins
+- `loader.ts` - Carga plugins validados
+- `manifest.ts` - ValidaciΓ³n de esquema de manifiesto
+- `services.ts` - Proveedores de inyecciΓ³n de servicios
+
+### 5. Herramienta de Navegador (`src/browser/`)
+
+La **herramienta de navegador** proporciona automatizaciΓ³n web:
+
+- **AutomatizaciΓ³n Chromium** vΓa Playwright
+- **Snapshots conscientes de IA** de pΓ‘ginas
+- **Rellenado de formularios e interacciΓ³n**
+- **GeneraciΓ³n de screenshots y PDF**
+- **Perfiles personalizados** con cookies/almacenamiento
+- **Puente CDP** para depuraciΓ³n DevTools
+
+**Archivos clave:**
+- `browser-tool.ts` - API principal de herramienta
+- `playwright-bridge.ts` - Puente Playwright
+- `snapshot.ts` - GeneraciΓ³n de snapshots de pΓ‘gina
+
+### 6. Pipeline de Medios (`src/media/`)
+
+El **pipeline de medios** maneja procesamiento de medios:
+
+- Procesamiento de imagen/audio/video
+- Hooks de transcripciΓ³n
+- AlmacΓ©n de archivos con lΓmites de tamaΓ±o
+- DetecciΓ³n de tipo MIME
+- GestiΓ³n de ciclo de vida temporal
+
+**Archivos clave:**
+- `index.ts` - API principal de medios
+- `transcription.ts` - Hooks de transcripciΓ³n de audio
+- `file-store.ts` - Almacenamiento persistente de archivos
+
+### 7. Canvas Host (`src/canvas-host/`)
+
+El **Canvas Host** proporciona un espacio de trabajo visual:
+
+- Framework A2UI para renderizado
+- ActualizaciΓ³n de estado en tiempo real
+- SerializaciΓ³n de DOM
+- IntegraciΓ³n WebSocket
+
+**Archivos clave:**
+- `index.ts` - API principal de Canvas
+- `a2ui/` - Paquetes de framework A2UI
+
+### 8. CLI (`src/cli/`)
+
+La **CLI** proporciona interfaz de lΓnea de comandos:
+
+**Comandos principales:**
+- `gateway` - Iniciar servidor gateway
+- `agent` - Ejecutar agente AI
+- `onboard` - Asistente de configuraciΓ³n
+- `models` - Gestionar modelos AI
+- `channels` - Gestionar canales
+- `cron` - Gestionar trabajos programados
+- `daemon` - Gestionar servicio daemon
+- `plugins` - Gestionar plugins
+- `skills` - Gestionar skills
+
+**Archivos clave:**
+- `index.ts` - Entry point de CLI
+- `commands/` - Implementaciones de comandos
+
+### 9. ConfiguraciΓ³n (`src/config/`)
+
+El **sistema de configuraciΓ³n** gestiona ajustes:
+
+- Carga de configuraciΓ³n YAML
+- ValidaciΓ³n de esquema Zod
+- Almacenamiento de sesiΓ³n
+- GestiΓ³n de rutas
+- Migraciones de configuraciΓ³n
+
+**Archivos clave:**
+- `index.ts` - Cargador principal de configuraciΓ³n
+- `schema.ts` - Esquema de validaciΓ³n Zod
+- `paths.ts` - ResoluciΓ³n de rutas de sistema
+
+---
+
+## Canales de MensajerΓa
+
+### Canales Integrados
+
+| Canal | Biblioteca | Estado |
+|-------|-----------|--------|
+| **WhatsApp** | @whiskeysockets/baileys | β
Estable |
+| **Telegram** | grammy | β
Estable |
+| **Signal** | signal-cli | β
Estable |
+| **iMessage** | imsg | β
Estable |
+| **Discord** | discord.js | β
Estable |
+| **Slack** | @slack/bolt | β
Estable |
+| **Google Chat** | Chat API | β
Estable |
+
+### Canales de ExtensiΓ³n
+
+| Canal | UbicaciΓ³n | Estado |
+|-------|-----------|--------|
+| **BlueBubbles** | extensions/bluebubbles | β
Estable |
+| **Microsoft Teams** | extensions/msteams | β
Estable |
+| **Matrix** | extensions/matrix | β
Estable |
+| **Zalo** | extensions/zalo | β
Estable |
+| **Zalo Personal** | extensions/zalouser | β
Estable |
+| **Twitch** | extensions/twitch | β
Estable |
+| **Mattermost** | extensions/mattermost | β
Estable |
+| **Nextcloud Talk** | extensions/nextcloud-talk | β
Estable |
+| **Tlon** | extensions/tlon | β
Estable |
+| **Nostr** | extensions/nostr | β
Estable |
+| **LINE** | extensions/line | β
Estable |
+| **Voice Call** | extensions/voice-call | β
Beta |
+
+### CaracterΓsticas de Canal
+
+- **Emparejamiento DM**: Lista de permitidos basada en cΓ³digo
+- **Enrutamiento de grupo**: Control de menciones
+- **Etiquetas de respuesta**: Respuestas basadas en hilos
+- **FragmentaciΓ³n de mensajes**: LΓmites especΓficos por canal
+- **Reacciones**: Reconocimientos
+- **Indicadores de escritura**: Estado en tiempo real
+- **RedacciΓ³n de medios**: Capacidades de privacidad
+
+---
+
+## TecnologΓas Utilizadas
+
+### Stack Backend
+
+| TecnologΓa | VersiΓ³n | PropΓ³sito |
+|------------|---------|-----------|
+| **TypeScript** | 5.9+ | Lenguaje principal |
+| **Node.js** | β₯22.12.0 | Runtime |
+| **Hono** | 4.11.4 | Framework HTTP |
+| **Express** | 5.2 | Servidor WebSocket (legacy) |
+| **ws** | 8.19 | Biblioteca WebSocket |
+| **Zod** | 4.3 | ValidaciΓ³n de esquema |
+
+### IntegraciΓ³n AI/Modelo
+
+| TecnologΓa | PropΓ³sito |
+|------------|-----------|
+| **@mariozechner/pi-agent-core** | Agente Pi de Anthropic |
+| **@mariozechner/pi-tui** | UI de terminal para agente |
+| **Anthropic SDK** | API Claude |
+| **OpenAI SDK** | API ChatGPT |
+| **AWS Bedrock SDK** | Modelos AWS |
+| **Ollama SDK** | Soporte LLM local |
+
+### MensajerΓa & ComunicaciΓ³n
+
+| Biblioteca | Canal |
+|-----------|-------|
+| **@whiskeysockets/baileys** | WhatsApp |
+| **grammy** | Telegram |
+| **@slack/bolt** | Slack |
+| **discord.js** | Discord |
+| **@line/bot-sdk** | LINE |
+| **signal-cli** | Signal |
+| **imsg** | iMessage |
+
+### AutomatizaciΓ³n de Navegador
+
+| TecnologΓa | PropΓ³sito |
+|------------|-----------|
+| **Playwright Core** | 1.58 - AutomatizaciΓ³n web |
+| **chromium-bidi** | 13.0 - Protocolo DevTools Chrome |
+| **Sharp** | 0.34 - Procesamiento de imΓ‘genes |
+| **pdfjs-dist** | ManipulaciΓ³n de PDF |
+
+### Base de Datos & Almacenamiento
+
+| TecnologΓa | PropΓ³sito |
+|------------|-----------|
+| **SQLite-vec** | Almacenamiento vectorial para memoria |
+| **LanceDB** | BΓΊsqueda vectorial (extensiΓ³n) |
+| **Sistema de archivos** | Persistencia de sesiΓ³n/configuraciΓ³n |
+| **proper-lockfile** | Control de acceso concurrente |
+
+### CLI & DevOps
+
+| TecnologΓa | PropΓ³sito |
+|------------|-----------|
+| **Commander.js** | AnΓ‘lisis de argumentos CLI |
+| **@clack/prompts** | Prompts CLI interactivos |
+| **Chalk** | Colores de terminal |
+| **dotenv** | ConfiguraciΓ³n de entorno |
+| **YAML** | Soporte de formato de configuraciΓ³n |
+
+### Herramientas de Desarrollo
+
+| TecnologΓa | PropΓ³sito |
+|------------|-----------|
+| **TypeScript** | VerificaciΓ³n de tipos estricta |
+| **Vitest** | Ejecutor de tests |
+| **oxlint** | Linting (OxC) |
+| **oxfmt** | Formateo |
+| **tsx** | EjecuciΓ³n TS |
+| **Playwright Core** | Testing E2E |
+| **Wireit** | OrquestaciΓ³n de tareas de build |
+
+---
+
+## Sistema de Plugins
+
+### Arquitectura de Plugins
+
+```
+βββββββββββββββββββββββββββββββββββββββββββββββ
+β Descubrimiento de Plugins β
+β - Auto-detecta desde extensions/ β
+β - Auto-detecta desde node_modules/@moltbot/β
+β - ValidaciΓ³n de manifiesto β
+βββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββ
+β Cargador de Plugins β
+β - ValidaciΓ³n de esquema de configuraciΓ³n β
+β - InicializaciΓ³n de runtime β
+β - Registro de hooks β
+βββββββββββββββββββββββββββββββββββββββββββββββ
+ β
+βββββββββββββββββββββββββββββββββββββββββββββββ
+β Proveedores de Servicios β
+β - Acceso a cliente Gateway β
+β - Proveedor de configuraciΓ³n β
+β - InyecciΓ³n de logger β
+β - Utilidades de cliente HTTP β
+βββββββββββββββββββββββββββββββββββββββββββββββ
+```
+
+### Tipos de Plugins
+
+#### 1. Plugins de Canal
+AΓ±aden nuevos canales de mensajerΓa:
+```typescript
+export function createChannelPlugin(): ChannelPlugin {
+ return {
+ name: 'my-channel',
+ type: 'channel',
+ init: async (config) => {
+ // Inicializar canal
+ },
+ send: async (message) => {
+ // Enviar mensaje
+ },
+ receive: async (handler) => {
+ // Recibir mensajes
+ }
+ }
+}
+```
+
+#### 2. Plugins de Herramientas
+AΓ±aden herramientas personalizadas para agentes:
+```typescript
+export function createToolPlugin(): ToolPlugin {
+ return {
+ name: 'my-tool',
+ type: 'tool',
+ schema: z.object({
+ input: z.string()
+ }),
+ execute: async (params) => {
+ // Ejecutar herramienta
+ return { result: 'done' }
+ }
+ }
+}
+```
+
+#### 3. Plugins de Auth
+AΓ±aden manejadores OAuth personalizados:
+```typescript
+export function createAuthPlugin(): AuthPlugin {
+ return {
+ name: 'my-auth',
+ type: 'auth',
+ authorize: async (credentials) => {
+ // Manejar OAuth
+ return { token: 'access_token' }
+ }
+ }
+}
+```
+
+#### 4. Plugins de Memoria
+AΓ±aden backends de almacenamiento personalizados:
+```typescript
+export function createMemoryPlugin(): MemoryPlugin {
+ return {
+ name: 'my-memory',
+ type: 'memory',
+ store: async (key, value) => {
+ // Almacenar valor
+ },
+ retrieve: async (key) => {
+ // Recuperar valor
+ }
+ }
+}
+```
+
+#### 5. Plugins de Hooks
+AΓ±aden manejadores de eventos globales:
+```typescript
+export function createHookPlugin(): HookPlugin {
+ return {
+ name: 'my-hook',
+ type: 'hook',
+ hooks: {
+ 'message:received': async (message) => {
+ // Manejar mensaje recibido
+ },
+ 'message:sent': async (message) => {
+ // Manejar mensaje enviado
+ }
+ }
+ }
+}
+```
+
+### Esquema de Manifiesto de Plugin
+
+```json
+{
+ "name": "plugin-name",
+ "version": "1.0.0",
+ "description": "Plugin description",
+ "exports": {
+ ".": "./dist/index.js",
+ "./config-schema": "./dist/config-schema.js"
+ },
+ "hooks": ["channel", "tool"],
+ "permissions": ["network", "fs"],
+ "dependencies": {
+ "some-lib": "^1.0.0"
+ }
+}
+```
+
+### Ciclo de Vida de Plugin
+
+1. **Descubrimiento** - Auto-detecta plugins desde directorios conocidos
+2. **ValidaciΓ³n** - Valida manifiesto y esquema de configuraciΓ³n
+3. **Carga** - Carga mΓ³dulo de plugin
+4. **InicializaciΓ³n** - Ejecuta funciΓ³n init de plugin
+5. **Registro** - Registra hooks y herramientas
+6. **EjecuciΓ³n** - Plugin maneja eventos y llamadas
+7. **Apagado** - Limpieza durante apagado de gateway
+
+---
+
+## ConfiguraciΓ³n y Despliegue
+
+### Archivo de ConfiguraciΓ³n Principal
+
+El archivo `.moltbot.yaml` (o `.clawdbot.yaml`) controla toda la configuraciΓ³n:
+
+```yaml
+# ConfiguraciΓ³n de Gateway
+gateway:
+ mode: local # o 'remote'
+ port: 18789
+ bind: loopback # o 'all'
+ verbose: true
+
+# ConfiguraciΓ³n de Agentes
+agents:
+ default:
+ model: claude-4.5-sonnet
+ thinking: high
+ temperature: 0.7
+ max_tokens: 8192
+
+# ConfiguraciΓ³n de Canales
+channels:
+ whatsapp:
+ enabled: true
+ pairing: code
+ allowlist:
+ - "+1234567890"
+
+ telegram:
+ enabled: true
+ bot_token: "${TELEGRAM_BOT_TOKEN}"
+
+ discord:
+ enabled: true
+ bot_token: "${DISCORD_BOT_TOKEN}"
+
+# ConfiguraciΓ³n de Herramientas
+tools:
+ browser:
+ enabled: true
+ headless: true
+ timeout: 30000
+
+ canvas:
+ enabled: true
+ port: 8080
+
+# ConfiguraciΓ³n de Sandbox
+sandbox:
+ enabled: false
+ docker_image: "moltbot/sandbox"
+
+# ConfiguraciΓ³n de Plugins
+plugins:
+ - name: matrix
+ enabled: true
+ config:
+ homeserver: "https://matrix.org"
+
+# ConfiguraciΓ³n de Skills
+skills:
+ - workspace1
+ - workspace2
+```
+
+### Variables de Entorno
+
+Archivo `.env`:
+```bash
+# Tokens de API
+ANTHROPIC_API_KEY=sk-ant-...
+OPENAI_API_KEY=sk-...
+TELEGRAM_BOT_TOKEN=123456:ABC-DEF...
+DISCORD_BOT_TOKEN=MTk4...
+
+# ConfiguraciΓ³n de Gateway
+CLAWDBOT_GATEWAY_PORT=18789
+CLAWDBOT_GATEWAY_BIND=loopback
+
+# ConfiguraciΓ³n de Modo
+CLAWDBOT_PROFILE=production # o 'dev'
+CLAWDBOT_SKIP_CHANNELS=0
+
+# ConfiguraciΓ³n de DepuraciΓ³n
+CLAWDBOT_DEBUG=0
+CLAWDBOT_VERBOSE=0
+```
+
+### InstalaciΓ³n
+
+#### InstalaciΓ³n rΓ‘pida (npm)
+```bash
+npm install -g moltbot@latest
+moltbot onboard --install-daemon
+```
+
+#### Desde fuente (desarrollo)
+```bash
+git clone https://github.com/moltbot/moltbot.git
+cd moltbot
+pnpm install
+pnpm ui:build
+pnpm build
+pnpm moltbot onboard --install-daemon
+```
+
+#### Docker
+```bash
+docker-compose up -d
+```
+
+### Despliegue como Daemon
+
+#### macOS (launchd)
+```bash
+moltbot daemon install
+moltbot daemon start
+moltbot daemon status
+```
+
+#### Linux (systemd)
+```bash
+moltbot daemon install
+systemctl --user start moltbot-gateway
+systemctl --user status moltbot-gateway
+```
+
+#### Windows (WSL2)
+```bash
+# En WSL2
+moltbot daemon install
+moltbot daemon start
+```
+
+### Gateway Remoto
+
+Para servidores sin interfaz grΓ‘fica:
+
+```yaml
+# En servidor remoto
+gateway:
+ mode: remote
+ bind: all
+ port: 18789
+
+# En cliente local
+agents:
+ gateway_url: "ws://your-server:18789"
+```
+
+---
+
+## Desarrollo
+
+### ConfiguraciΓ³n de Entorno de Desarrollo
+
+```bash
+# 1. Clonar repositorio
+git clone https://github.com/moltbot/moltbot.git
+cd moltbot
+
+# 2. Instalar dependencias
+pnpm install
+
+# 3. Construir UI
+pnpm ui:build
+
+# 4. Construir proyecto
+pnpm build
+
+# 5. Ejecutar en modo desarrollo
+pnpm gateway:watch # Auto-recarga en cambios
+```
+
+### Scripts de Desarrollo
+
+```bash
+# Desarrollo
+pnpm dev # Ejecutar CLI en modo dev
+pnpm gateway:watch # Gateway con auto-recarga
+pnpm gateway:dev # Gateway dev sin canales
+pnpm tui:dev # UI de terminal dev
+
+# Build
+pnpm build # Compilar TypeScript
+pnpm ui:build # Construir UI web
+pnpm canvas:a2ui:bundle # Empaquetar Canvas A2UI
+
+# Testing
+pnpm test # Ejecutar todos los tests
+pnpm test:watch # Tests en modo watch
+pnpm test:coverage # Tests con cobertura
+pnpm test:e2e # Tests end-to-end
+pnpm test:live # Tests con APIs reales
+
+# Linting & Formatting
+pnpm lint # Lint TypeScript
+pnpm lint:fix # Fix problemas de lint
+pnpm format # Verificar formato
+pnpm format:fix # Fix formato
+
+# Plataformas
+pnpm ios:build # Construir app iOS
+pnpm ios:run # Ejecutar app iOS
+pnpm android:assemble # Ensamblar app Android
+pnpm android:run # Ejecutar app Android
+pnpm mac:package # Empaquetar app macOS
+```
+
+### Estructura de Testing
+
+```
+test/
+βββ unit/ # Tests unitarios
+βββ e2e/ # Tests end-to-end
+βββ integration/ # Tests de integraciΓ³n
+βββ fixtures/ # Datos de prueba
+```
+
+**Configuraciones de Vitest:**
+- `vitest.config.ts` - ConfiguraciΓ³n principal
+- `vitest.unit.config.ts` - Tests unitarios
+- `vitest.e2e.config.ts` - Tests E2E
+- `vitest.live.config.ts` - Tests con APIs reales
+- `vitest.extensions.config.ts` - Tests de extensiones
+- `vitest.gateway.config.ts` - Tests de gateway
+
+### Requisitos de Cobertura de Tests
+
+- **LΓneas**: 70%
+- **Funciones**: 70%
+- **Ramas**: 70%
+- **Declaraciones**: 70%
+
+### EstΓ‘ndares de CΓ³digo
+
+- **TypeScript estricto**: VerificaciΓ³n de tipos completa
+- **ESLint**: Linting con oxlint
+- **Prettier**: Formateo con oxfmt
+- **Pre-commit hooks**: Ejecuta lint + format antes de commit
+- **LΓmite de LOC**: ~700 lΓneas por archivo (guΓa)
+
+---
+
+## Estructura de Directorios
+
+```
+/
+βββ src/ # CΓ³digo fuente TypeScript
+β βββ agents/ # Runtime de agente y gestiΓ³n de sesiones
+β βββ gateway/ # Servidor gateway y registro de chat
+β βββ channels/ # Infraestructura base de canales
+β βββ cli/ # Comandos de interfaz de lΓnea de comandos
+β βββ browser/ # Herramienta de automatizaciΓ³n de navegador
+β βββ canvas-host/ # Host de Canvas y framework A2UI
+β βββ media/ # Pipeline de procesamiento de medios
+β βββ plugins/ # Sistema de plugins y cargador
+β βββ config/ # Sistema de configuraciΓ³n
+β βββ whatsapp/ # IntegraciΓ³n WhatsApp
+β βββ telegram/ # IntegraciΓ³n Telegram
+β βββ signal/ # IntegraciΓ³n Signal
+β βββ discord/ # IntegraciΓ³n Discord
+β βββ slack/ # IntegraciΓ³n Slack
+β βββ imessage/ # IntegraciΓ³n iMessage
+β βββ routing/ # Enrutamiento de mensajes
+β βββ security/ # Auth y polΓticas de seguridad
+β βββ memory/ # GestiΓ³n de memoria/contexto
+β βββ tts/ # IntegraciΓ³n text-to-speech
+β βββ wizard/ # Flujo de asistente de onboarding CLI
+β βββ web/ # Frontend WebChat y Control UI
+β βββ utils/ # Utilidades compartidas
+β βββ ...
+β
+βββ extensions/ # Plugins de canal y extensiones
+β βββ bluebubbles/ # Plugin BlueBubbles
+β βββ matrix/ # Plugin Matrix
+β βββ msteams/ # Plugin Microsoft Teams
+β βββ zalo/ # Plugin Zalo
+β βββ zalouser/ # Plugin Zalo Personal
+β βββ voice-call/ # Plugin Voice Call
+β βββ ...
+β
+βββ apps/ # Aplicaciones nativas
+β βββ macos/ # App macOS (SwiftUI)
+β βββ ios/ # App iOS (SwiftUI)
+β βββ android/ # App Android (Kotlin)
+β
+βββ docs/ # DocumentaciΓ³n
+β βββ start/ # GuΓas de inicio
+β βββ install/ # GuΓas de instalaciΓ³n
+β βββ channels/ # DocumentaciΓ³n de canales
+β βββ concepts/ # DocumentaciΓ³n de conceptos
+β βββ cli/ # DocumentaciΓ³n de CLI
+β βββ gateway/ # DocumentaciΓ³n de gateway
+β βββ platforms/ # GuΓas especΓficas de plataforma
+β βββ providers/ # DocumentaciΓ³n de proveedores
+β βββ reference/ # DocumentaciΓ³n de referencia
+β βββ ...
+β
+βββ skills/ # Paquetes de skills de workspace
+β βββ workspace1/ # Ejemplo de workspace
+β
+βββ packages/ # Paquetes monorepo
+β βββ ...
+β
+βββ scripts/ # Scripts de utilidad
+β βββ build-*.ts # Scripts de build
+β βββ test-*.sh # Scripts de test
+β βββ package-*.sh # Scripts de empaquetado
+β βββ ...
+β
+βββ test/ # Fixtures de test y helpers
+β βββ fixtures/ # Datos de prueba
+β βββ helpers/ # Utilidades de test
+β
+βββ ui/ # UI web (Control UI)
+β βββ ...
+β
+βββ vendor/ # Dependencias vendorizadas
+β βββ ...
+β
+βββ .github/ # Workflows de GitHub Actions
+β βββ workflows/ # Definiciones de workflow CI/CD
+β βββ labeler.yml # ConfiguraciΓ³n de auto-etiquetado
+β
+βββ dist/ # Salida compilada (generada)
+β βββ ...
+β
+βββ package.json # ConfiguraciΓ³n de paquete npm
+βββ pnpm-workspace.yaml # ConfiguraciΓ³n de workspace pnpm
+βββ tsconfig.json # ConfiguraciΓ³n de TypeScript
+βββ vitest.config.ts # ConfiguraciΓ³n de Vitest
+βββ docker-compose.yml # ConfiguraciΓ³n de Docker Compose
+βββ Dockerfile # Dockerfile principal
+βββ README.md # README principal (inglΓ©s)
+βββ CHANGELOG.md # Registro de cambios
+βββ LICENSE # Licencia MIT
+βββ ...
+```
+
+### Directorios Clave
+
+#### `/src/`
+CΓ³digo fuente principal de TypeScript. Organizado por dominio:
+- **Agentes & Runtime**: `agents/`, `memory/`, `sessions/`
+- **ComunicaciΓ³n**: `gateway/`, `channels/`, `routing/`
+- **Canales Integrados**: `whatsapp/`, `telegram/`, `discord/`, etc.
+- **Herramientas**: `browser/`, `canvas-host/`, `media/`, `tts/`
+- **Sistema**: `cli/`, `config/`, `plugins/`, `daemon/`
+- **Seguridad**: `security/`, `pairing/`
+- **UI**: `web/`, `wizard/`, `tui/`
+
+#### `/extensions/`
+Plugins de extensiΓ³n (20+ canales). Cada extensiΓ³n es un paquete npm auto-contenido:
+- Tiene su propio `package.json`
+- Define `plugin.manifest.json`
+- Implementa hooks de plugin
+- Puede tener dependencias propias
+
+#### `/apps/`
+Aplicaciones nativas para mΓΊltiples plataformas:
+- **macOS**: App SwiftUI con integraciΓ³n de menubar
+- **iOS**: App SwiftUI con soporte de voz
+- **Android**: App Kotlin con soporte de voz
+
+#### `/docs/`
+DocumentaciΓ³n completa (Mintlify):
+- GuΓas de inicio rΓ‘pido
+- Tutoriales de instalaciΓ³n
+- DocumentaciΓ³n de conceptos
+- Referencia de API
+- GuΓas especΓficas de plataforma
+- DocumentaciΓ³n de desarrollo de plugins
+
+#### `/skills/`
+Skills de workspace. Cada workspace puede tener:
+- Prompts personalizados
+- Herramientas bash personalizadas
+- Integraciones personalizadas
+- ConfiguraciΓ³n especΓfica de workspace
+
+#### `/scripts/`
+Scripts de utilidad para:
+- ConstrucciΓ³n y empaquetado
+- Testing (unit, E2E, Docker)
+- GeneraciΓ³n de cΓ³digo (protocol, Swift)
+- GestiΓ³n de releases
+- AutomatizaciΓ³n de desarrollo
+
+#### `/test/`
+Fixtures de test y helpers:
+- Datos de prueba
+- Mocks y stubs
+- Utilidades de test
+- Configuraciones de test
+
+---
+
+## Recursos Adicionales
+
+### DocumentaciΓ³n Oficial
+- **Sitio Web**: https://molt.bot
+- **DocumentaciΓ³n**: https://docs.molt.bot
+- **Comenzar**: https://docs.molt.bot/start/getting-started
+- **FAQ**: https://docs.molt.bot/start/faq
+- **Showcase**: https://docs.molt.bot/start/showcase
+
+### Comunidad
+- **Discord**: https://discord.gg/clawd
+- **GitHub**: https://github.com/moltbot/moltbot
+- **Releases**: https://github.com/moltbot/moltbot/releases
+
+### GuΓas de Desarrollo
+- **Desarrollo de Plugins**: Ver `PLUGIN-DEVELOPMENT.md`
+- **Referencia de API**: Ver `API-REFERENCE.md`
+- **GuΓa de Arquitectura**: Ver `ARCHITECTURE.md`
+- **GuΓa de Despliegue**: Ver `DEPLOYMENT.md`
+
+---
+
+## Licencia
+
+MIT License - Ver [LICENSE](../LICENSE) para detalles.
+
+---
+
+## Contribuir
+
+Β‘Las contribuciones son bienvenidas! Ver [CONTRIBUTING.md](../CONTRIBUTING.md) para guΓas.
+
+---
+
+**Β‘Feliz hacking con Moltbot! π¦**