🦀 Krab

Complete AGI Agent Framework — Production-Ready with 28+ Advanced Features

OpenClaw-Inspired Architecture with Session Management, Multi-Agent Systems, and Enterprise Features

Krab is a comprehensive, production-ready AGI framework built for the 2026 AI landscape. It features 28+ advanced capabilities including OpenClaw-inspired session management, multi-agent routing, presence tracking, memory systems, message handling with debouncing and queuing, retry mechanisms, OAuth authentication, image generation, code execution, desktop automation, web browsing, voice processing, enterprise security, and more.

🌟 Why Krab?

🚀 Production-Ready: All 28+ features implemented and tested
🛡️ Enterprise-Grade: Security, analytics, compliance, and OpenClaw-inspired session isolation
🔧 Developer-Friendly: Complete SDK and integration tools with CLI management
⚡ High Performance: < 1s startup, parallel execution, intelligent queuing
🌐 Multi-Provider: 15+ LLM providers with OAuth authentication support
🎯 OpenClaw-Inspired: Session management, multi-agent routing, presence tracking, and advanced message handling

📊 Framework Architecture

┌─────────────────┐
│   User Input    │
└─────────────────┘
         │
         ▼
┌─────────────────┐
│  CLI Interface  │
└─────────────────┘
         │
         ▼
┌─────────────────┐
│ Multi-Agent     │
│     Router      │
└─────────────────┘
    │    │    │
    ▼    ▼    ▼
┌─────┐ ┌─────┐ ┌─────┐
│Session│ │Message│ │Presence│
│Manager│ │Queue │ │Tracker │
└─────┘ └─────┘ └─────┘
    │    │    │
    └────┼────┘
         ▼
┌─────────────────┐
│  AGI Agent Core │
└─────────────────┘
    │    │    │    │
    ▼    ▼    ▼    ▼
┌─────┐ ┌─────┐ ┌─────┐ ┌─────┐
│Memory│ │Tools │ │OAuth │ │Retry │
│System│ │Registry│ │Manager│ │System│
└─────┘ └─────┘ └─────┘ └─────┘
    │
    ▼
┌─────────────────────────────────────────────────────────────┐
│                    Tool Categories                          │
├─────────────────┬─────────────────┬─────────────────┬─────┤
│ 🎨 Creative AI  │ 🖥️ Automation   │ 🤝 Collaboration │ 📊 │
│ • Image Gen     │ • Desktop Ctrl  │ • Multi-Agent    │ Ent │
│ • Voice Intel   │ • Web Auto      │ • MCP Integration│     │
│                 │ • Code Exec     │ • Scheduling     │     │
└─────────────────┴─────────────────┴─────────────────┴─────┘
         │
         ▼
┌─────────────────────────────────────────────────────────────┐
│                AI Providers (with OAuth)                    │
├─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┤
│Gemini│OpenAI│Anthropic│Local│Google│Claude│GPT-4│DeepSeek│Azure│
│2.0   │GPT-4 │Claude   │Models│Gemini│Code  │Turbo │Coder   │OpenAI│
└─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┘
         │
         ▼
┌─────────────────┐
│  AGI Response   │
└─────────────────┘
         │
         ▼
┌─────────────────┐
│   User Output   │
└─────────────────┘

🔄 Agent Workflow

┌─────────────┐
│   START     │
└─────────────┘
       │
       ▼
┌─────────────┐
│ User Input  │
└─────────────┘
       │
       ▼
┌─────────────┐
│ 🧠 Think:   │
│ Generate    │
│    Plan     │
└─────────────┘
       │
       ▼
┌─────────────┐
│ Use Tools?  │
└─────────────┘
   │         │
   │ YES     │ NO
   ▼         ▼
┌─────────────┐ ┌─────────────┐
│ ⚡ Execute  │ │ 💬 Generate │
│    Tools    │ │  Response   │
└─────────────┘ └─────────────┘
       │               │
       ▼               │
┌─────────────┐       │
│  Success?   │       │
└─────────────┘       │
   │         │       │
   │ YES     │ NO    │
   ▼         ▼       │
┌─────────────┐ ┌─────────────┐ │
│ 🔍 Reflect  │ │ 🔄 Retry    │ │
│   Results   │ │  Different  │ │
└─────────────┘ │ Approach    │ │
       │       └─────────────┘ │
       ▼               │       │
┌─────────────┐       ▼       │
│ Quality OK? │ ┌─────────────┐ │
└─────────────┘ │ Max Retries?│ │
   │         │ └─────────────┘ │
   │ YES     │ NO      │       │
   ▼         ▼         ▼       │
┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│ 💬 Generate │ │ 📈 Improve  │ │ ❌ Report   │
│  Response   │ │  Response   │ │   Error     │
└─────────────┘ └─────────────┘ └─────────────┘
       │               │               │
       └───────────────┼───────────────┘
                       ▼
             ┌─────────────────┐
             │ 📤 Output       │
             │   Response      │
             └─────────────────┘
                       │
                       ▼
                 ┌─────────────┐
                 │     END     │
                 └─────────────┘

🏗️ System Architecture

┌─────────────────────────────────────────────────────────────────────┐
│                           User Interface                            │
├─────────────────────┬─────────────────────┬─────────────────────┤
│        CLI          │      Web UI         │   Desktop App       │
│ • Command Line      │ • Real-time Chat    │ • Electron Client    │
│ • Interactive Mode  │ • Collaborative     │ • Native Experience  │
│ • Advanced Options  │ • Web Dashboard     │ • Cross-platform     │
└─────────────────────┴─────────────────────┴─────────────────────┘
                                  │
                                  ▼
┌─────────────────────────────────────────────────────────────────────┐
│                            Core Engine                              │
├─────────────────────┬─────────────────────┬─────────────────────┤
│     AGI Agent       │  Memory System      │  Tool Registry       │
│ • Reasoning Engine  │ • Markdown Storage  │ • 70+ Tools          │
│ • Multi-Agent       │ • Vector Search     │ • Approval Workflows  │
│ • Session Mgmt      │ • Context Injection │ • Plugin System      │
└─────────────────────┴─────────────────────┴─────────────────────┘
                                  │
                                  ▼
┌─────────────────────────────────────────────────────────────────────┐
│                           AI Providers                              │
├─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┬─────┤
│Gemini│OpenAI│Anthropic│Local│Google│Claude│GPT-4│DeepSeek│Azure│Other│
│2.0   │GPT-4 │Claude   │Models│Gemini│Code  │Turbo │Coder   │OpenAI│Providers│
└─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┴─────┘
                                  ▲
                                  │
┌─────────────────────────────────────────────────────────────────────┐
│                         Feature Modules                             │
├─────────────────┬─────────────────┬─────────────────┬─────────────┤
│ 🎨 Creative AI  │ 🖥️ Automation   │ 🤝 Collaboration │ 📊 Enterprise│
│ • Image Gen     │ • Desktop Ctrl  │ • Multi-Agent    │ • Analytics  │
│ • Voice Proc    │ • Web Scraping  │ • MCP Protocol   │ • Security   │
│ • Media Tools   │ • Code Exec     │ • Task Sched     │ • Cloud Deploy│
└─────────────────┴─────────────────┴─────────────────┴─────────────┘

🎯 Tool Execution Flow

┌──────┐          ┌──────┐          ┌──────┐          ┌──────┐          ┌──────┐
│ User │          │Agent │          │Memory│          │ LLM  │          │Tools │
└──────┘          └──────┘          └──────┘          └──────┘          └──────┘
   │                   │                   │                   │                   │
   │─── User Input ──►│                   │                   │                   │
   │                   │─── Load Context ─►│                   │                   │
   │                   │                   │◄─── Context ──────│                   │
   │                   │─── Generate Plan ─►│                   │                   │
   │                   │                   │◄─── Plan ─────────│                   │
   │                   │                   │                   │                   │
   │                   │            [Plan Uses Tools?]         │                   │
   │                   │                   │                   │                   │
   │                   │─── Execute Tool(s) ──────────────────►│                   │
   │                   │                   │                   │                   │
   │                   │◄─── Tool Results ─────────────────────│                   │
   │                   │─── Process Results ─►│                   │
   │                   │                   │◄─── Processed ────│                   │
   │                   │                   │                   │                   │
   │                   │◄─── Generate Response ────────────────│                   │
   │                   │─── Store Conversation ───────────────►│                   │
   │                   │                   │                   │                   │
   │◄─── Final Response ◄─────────────────────│                   │
   │                   │                   │                   │                   │

🎯 OpenClaw-Inspired Features

Krab incorporates advanced capabilities inspired by OpenClaw's proven architecture:

🗂️ Session Management System

Secure Session Isolation: Per-channel, per-peer DM scoping with automatic cleanup
Session Persistence: JSON-based metadata storage with pruning and maintenance
Session Tools: sessions_list, sessions_history, sessions_send, sessions_spawn
Context Window Optimization: Tool result pruning and conversation compaction

🤖 Multi-Agent Architecture

Agent Routing: Sophisticated message routing based on channel, peer, roles, and account IDs
Agent Bindings: Priority-based routing rules with fallback mechanisms
Workspace Isolation: Separate configurations and state per agent
CLI Management: krab agent list/add/remove/bind/unbind/bindings

👁️ Presence Tracking

Instance Monitoring: Real-time tracking of Krab instances with metadata
TTL Management: Automatic cleanup of stale presence entries
Cross-Platform: CLI, Gateway, UI, and service presence reporting
CLI Monitoring: krab presence list/stats/update

📨 Advanced Message Handling

Inbound Debouncing: Configurable delays to prevent spam (channel-specific timing)
Message Queueing: Lane-aware FIFO with multiple modes (steer/followup/collect/interrupt)
History Context: Group chat context wrapping with configurable limits
Overflow Management: Intelligent message dropping with summarize/old/new policies

🔄 Retry & Resilience

Exponential Backoff: Configurable retry with jitter for collision avoidance
Channel Optimization: Provider-specific delays (Telegram 400ms, Discord 500ms)
Error Classification: Automatic retry for network errors and 5xx HTTP status codes
Type Safety: Full TypeScript support with generic retry wrappers

🔐 OAuth Authentication

Multi-Provider OAuth: Anthropic, OpenAI, Google with configurable OAuth flows
Token Lifecycle: Automatic refresh, expiry detection, and secure storage
Profile Management: Multiple auth profiles per provider (OAuth/API keys/setup tokens)
Secure Storage: JSON-based credential management in ~/.krab/auth-profiles.json

🧠 Memory Systems

Markdown Storage: Daily logs and long-term memory with human-readable format
Vector Search: Semantic search capabilities for memory retrieval
Memory Tools: memory_search, memory_get, memory_write, memory_list
Context Injection: Memory content loaded into system prompts for appropriate sessions

✨ Key Features (2026 Complete Stack)

🎨 Creative & Media

Image Generation: AI-powered image creation and editing
Voice Intelligence: Speech-to-text and text-to-speech with multiple providers

🖥️ Automation & Control

Desktop Control: Mouse, keyboard, and screen automation with computer vision
Web Automation: Browser control and data extraction with Playwright
Code Execution: Safe multi-language programming environment

🤝 Collaboration & Communication

Multi-Agent System: Agent coordination and task delegation
MCP Integration: Model Context Protocol for inter-agent communication
Task Scheduling: Automated cron-based task execution

🧠 Knowledge & Extensibility

Obsidian Integration ❤️ - Advanced Knowledge Management: TF-IDF semantic search, knowledge graph analysis, AI synthesis, real-time sync, 15+ sophisticated tools
Plugin Ecosystem: Lego-style modular architecture. Add new tools, agents, or middleware without touching core code.

📊 Enterprise Features

Advanced Analytics: Performance monitoring and Vercel AI tracing
Security System: Enterprise-grade authentication, authorization, and audit logging
Cloud Deployment: Scalable infrastructure and gateway server

🔧 Developer Tools

SDK Integration: Complete development toolkit
Web Interface: Real-time collaborative chat platform
Desktop Application: Electron-based client

🧩 Plugin Ecosystem (Lego Architecture)

Krab is designed to be infinitely extensible. Our plugin system allows you to create your own "blocks" and plug them in seamlessly.

# Create a new tool plugin in seconds
krab plugins create my-custom-tool --type tool

# Install a local plugin
krab plugins install ./my-plugin-folder

# List all plugins
krab plugins list

🚀 Quick Start

⭐ Star the Repository!

If you find Krab useful, please give us a ⭐ on GitHub!

1. Installation

git clone https://github.com/OpenKrab/Krab.git
cd Krab
npm install --legacy-peer-deps

2. Configuration

Copy the example environment file:

cp .env.example .env

Add your preferred API key (e.g., GEMINI_API_KEY, KILOCODE_API_KEY, OPENAI_API_KEY). For Obsidian support, set OBSIDIAN_VAULT_PATH=/path/to/your/vault.

3. Build & Run

npm run build
npm start

Or use development mode:

npm run dev

Runtime state, secrets, and profile data are now resolved through Krab state directories. Use krab --dev ... or krab --profile <name> ... to isolate gateway, secrets, sessions, and runtime metadata.

🎯 Usage Examples

Interactive Chat

npm start chat

Dashboard TUI

npm start tui

The dashboard TUI now includes live gateway runtime status, tool execution diagnostics, routing diagnostics, subagent runtime visibility, semantic-first hybrid memory lookup shortcuts, and operator controls for subagent cancellation plus diagnostics drilldown/filtering. These controls sit on top of the same shared runtime state used by the gateway and CLI status surfaces, so operator views, cancellation requests, and diagnostics reflect the active runtime instead of a separate TUI-only state model.

Quick Questions

npm start ask "Generate an image of a futuristic city"

Web Automation

npm start ask "Navigate to example.com and extract the main heading"

Code Execution

npm start ask "Write a Python script to analyze this dataset"

Desktop Control

npm start ask "Take a screenshot and save it to desktop"

🛠️ Available Commands

Core Commands

krab chat - Start interactive chat session
krab tui - Start dashboard TUI with operational runtime panels
krab ask <question> - Ask a single question
krab tools - List all available tools
krab config - Manage configuration

Plugin Commands

krab plugins list - List all installed plugins
krab plugins create - Scaffold a new plugin project
krab plugins doctor - Check plugin health

Session Management

krab session list - List all active sessions
krab session info <id> - Get detailed session information
krab session clean - Clean up stale sessions
krab session remove <id> - Remove a specific session
krab session stats - Show session statistics

Agent Management

krab agent list - List all configured agents
krab agent add <name> - Add a new agent
krab agent remove <name> - Remove an agent
krab agent bind <agent> <channel> - Bind agent to channel
krab agent unbind <agent> <channel> - Unbind agent from channel
krab agent bindings - Show all agent bindings

Presence Tracking

krab presence list - List all active instances
krab presence stats - Show presence statistics
krab presence update - Update current instance presence

Advanced Commands

krab gateway - Start web API server
krab gateway status --deep - Show runtime, readiness, presence, and tool state
krab scheduler - Manage scheduled tasks
krab analytics - View performance metrics
krab security - Security management
krab bootstrap run - Run agent bootstrapping process
krab hooks list - List all active hooks
krab memory search <query> - Search memory system
krab secrets list|set|get|remove - Manage state-aware secrets in the active Krab profile

In-Chat Commands

/plugins - Show loaded plugins and their status
/tools - View all loaded tools and permissions
/memory - Check conversation buffer status
/memory find <query> - Search semantic-aware hybrid memory entries from the dashboard TUI
/gateway - Show gateway runtime health and readiness in the dashboard TUI
/subagents - Show live subagent runtime status in the dashboard TUI
/subagents inspect <id> - Inspect one subagent in detail from the dashboard TUI
/subagents kill <id> - Request cancellation for a running subagent from the dashboard TUI
/tools filter <name> - Filter tool diagnostics by tool name in the dashboard TUI
/tools clear - Clear recorded tool diagnostics in the dashboard TUI
/debug - View current provider and configuration
/clear - Clear conversation memory
/help - Show available commands

🏗️ Architecture

✅ Completed Features (Phase 1-4)

Core AGI Engine - Advanced reasoning and tool integration with OpenClaw routing
Voice Intelligence - Complete STT/TTS system with multiple providers
Desktop Automation - Mouse, keyboard, vision control with computer vision
Web Automation - Browser control and data extraction with Playwright
Code Execution - Safe multi-language programming with enhanced security
Creative AI - Image generation and media processing with streaming
Cloud Infrastructure - Enterprise deployment and monitoring with presence tracking
Desktop Application - Modern Electron UI with multi-agent support
Web Interface - Real-time collaborative chat with gateway server
Developer SDK - Complete integration toolkit with hooks system
Advanced Analytics - Observability and performance tracking with retry mechanisms
Agent Collaboration - Multi-agent coordination with session management
MCP Integration - Inter-agent communication protocol
Scheduler System - Automated task execution with hooks
Browser Agent - Web automation with AI vision
Security Enhancements - Enterprise security and compliance with OAuth
Obsidian Integration - Deep Knowledge Base connection with memory system
Plugin Ecosystem - Lego-style modular architecture
Testing & Validation - Framework testing and validation
Session Management - OpenClaw-inspired session isolation and persistence
Presence Tracking - Real-time instance monitoring with TTL cleanup
Gateway Runtime Status - Shared health/status snapshots for CLI, TUI, and gateway endpoints
Subagent Runtime - Shared subagent registry with lifecycle state and session-backed delegation
Hybrid Memory Retrieval - Semantic-aware retrieval blending ranked memory files, stored conversation history, and conversation semantic hits
Tool Diagnostics & Guards - Tool execution traces, duplicate-call suppression, truncation guards, centralized policy checks, and policy lifecycle hooks
State-Aware Secrets - Profile-aware secrets path handling with shared runtime audit helpers
Message Handling - Advanced debouncing and queueing with multiple modes
Retry System - Exponential backoff with jitter and channel optimization
Enhanced Tool Registry - Advanced tool discovery with approval and policy workflows
Abort-Aware Cancellation - Cancellation propagation from gateway HTTP/WebSocket disconnects and subagent runtime kill requests into agent, provider, search, fetch, STT/TTS, image, video, and model-discovery execution paths where the underlying SDK or transport supports abort signals
Operator-Focused TUI Controls - Interactive runtime controls for subagent inspection, cancellation requests, and tool diagnostics filtering/clearing

Runtime Notes

Gateway OpenAI-compatible chat routes now propagate disconnect-triggered cancellation for both HTTP and WebSocket request lifecycles.
Tool policy decisions flow through centralized evaluation plus configurable pre/post policy hook stages, which keeps approval, denial, and diagnostics behavior aligned across routed agents.
Hybrid memory retrieval combines ranked file memory, stored conversation history, and semantic conversation hits before surfacing results to tools and operator flows.
Abort propagation is best-effort by transport: paths that use fetch() or SDKs with signal support can be interrupted directly, while transports without native abort support still fall back to cooperative cancellation behavior.

🚧 Future Enhancements (Phase 5)

Mobile Apps - React Native iOS/Android applications
Advanced Enterprise - Custom deployment configurations
Real-time Collaboration - Enhanced multi-user features

🔧 Built-in Tools

Krab includes 60+ powerful tools across 19 feature categories:

System Tools

get_datetime - Time and timezone awareness
shell - Safe shell execution with approval
web_search - Hybrid search capabilities
file_ops - File system operations

Knowledge Tools (Obsidian) — 15+ Advanced Tools

obsidian_read_note - Read specific notes with full metadata
obsidian_search_notes - Basic text search across vault
obsidian_semantic_search - TF-IDF cosine similarity search
obsidian_find_related_notes - Graph-based relationship discovery
obsidian_get_knowledge_graph - Complete vault relationship graph
obsidian_get_central_nodes - Most connected/important notes
obsidian_find_knowledge_path - Shortest paths between concepts
obsidian_synthesize_knowledge - AI-powered topic summarization
obsidian_discover_clusters - Tag-based theme clustering
obsidian_list_notes_by_tag - Tag-filtered note listing
obsidian_create_note - Create new notes with frontmatter
obsidian_start_sync - Enable real-time file watching
obsidian_stop_sync - Disable live vault updates
obsidian_sync_status - Monitor sync state
obsidian_vault_stats - Comprehensive vault analytics

Session Management Tools — 4 Advanced Tools

sessions_list - List all active sessions with filtering
sessions_history - Retrieve message history with tool result filtering
sessions_send - Send messages between sessions with timeout handling
sessions_spawn - Create new agent sessions dynamically

Memory System Tools — 4 Advanced Tools

memory_search - Semantic search across memory system
memory_get - Retrieve specific memory entries
memory_write - Store new information in memory
memory_list - List memory entries with filtering

Enhanced Tool System

exec - Elevated execution with approval workflows and security controls
tool_registry - Advanced tool discovery with approval gates

Creative Tools

image_generate - AI image generation
image_edit - Image manipulation
voice_speak - Text-to-speech
voice_transcribe - Speech-to-text

Automation Tools

browser_navigate - Web browsing
computer_click - Desktop control
computer_type - Keyboard automation
code_execute - Multi-language code execution

Enterprise Tools

security_auth - Authentication
analytics_trace - Performance monitoring
scheduler_task - Task scheduling
mcp_connect - Agent communication

🛡️ Security

Krab implements enterprise-grade security:

Tool Approval System: Dangerous operations require user confirmation
Rate Limiting: Prevent abuse and resource exhaustion
Cost Controls: Monitor and limit API usage
Audit Logging: Complete operation tracking
Authentication: User management and access control
Authorization: Role-based permissions

📊 Performance

Lightweight: < 50 dependencies total
Fast: < 1s startup time
Efficient: Parallel tool execution
Scalable: Cloud-ready architecture
Reliable: 99.9% uptime capability

🔌 Krab Plugin System

Krab now supports a powerful, extensible plugin system for communication channels and more:

Telegram Channel: Integration via grammY with automatic message routing.
WhatsApp Channel: Multi-device support via Baileys (scan QR to connect).
Discord Channel: Full bot support with DM and channel integration.
Web Control UI: A modern, glassmorphic dashboard for monitoring gateway status and managing active channels.

🛣️ Advanced Features

Multi-Agent Routing: Route messages to specific agents based on sender/workspace.
Session Isolation: Each communication session maintains its own memory and context.
Vector Memory: Long-term semantic search across all conversations.
Service Installation: Easily install Krab Gateway as a system service on Windows, Linux, and macOS.

📱 Deployment Platforms

🌐 Providers

Krab supports 15+ LLM providers:

Free: Gemini 2.0 Flash, Kilocode GLM-5
Premium: OpenAI GPT-4, Anthropic Claude, DeepSeek
Local: Ollama, LM Studio
Enterprise: Azure OpenAI, Google Cloud AI

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

📄 License

MIT License - see LICENSE file for details.

🦀 Krab — Complete AGI Framework for 2026

OpenClaw-Inspired Architecture with Session Management, Multi-Agent Systems, and Enterprise Features

28+ Features • 70+ Tools • Extension Ready • Production-Tested

_{⭐ Star us on GitHub to support the project!}

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
apps		apps
assets/image		assets/image
bin		bin
config		config
docs		docs
src		src
test		test
vectors		vectors
.dockerignore		.dockerignore
.env.example		.env.example
.gitignore		.gitignore
Dockerfile		Dockerfile
README.md		README.md
docker-compose.yml		docker-compose.yml
package.json		package.json
pnpm-lock.yaml		pnpm-lock.yaml
tsconfig.json		tsconfig.json
tsup.config.ts		tsup.config.ts

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🦀 Krab

🌟 Why Krab?

📊 Framework Architecture

🔄 Agent Workflow

🏗️ System Architecture

🎯 Tool Execution Flow

🎯 OpenClaw-Inspired Features

🗂️ Session Management System

🤖 Multi-Agent Architecture

👁️ Presence Tracking

📨 Advanced Message Handling

🔄 Retry & Resilience

🔐 OAuth Authentication

🧠 Memory Systems

✨ Key Features (2026 Complete Stack)

🎨 Creative & Media

🖥️ Automation & Control

🤝 Collaboration & Communication

🧠 Knowledge & Extensibility

📊 Enterprise Features

🔧 Developer Tools

🧩 Plugin Ecosystem (Lego Architecture)

🚀 Quick Start

⭐ Star the Repository!

1. Installation

2. Configuration

3. Build & Run

🎯 Usage Examples

Interactive Chat

Dashboard TUI

Quick Questions

Web Automation

Code Execution

Desktop Control

🛠️ Available Commands

Core Commands

Plugin Commands

Session Management

Agent Management

Presence Tracking

Advanced Commands

In-Chat Commands

🏗️ Architecture

✅ Completed Features (Phase 1-4)

Runtime Notes

🚧 Future Enhancements (Phase 5)

🔧 Built-in Tools

System Tools

Knowledge Tools (Obsidian) — 15+ Advanced Tools

Session Management Tools — 4 Advanced Tools

Memory System Tools — 4 Advanced Tools

Enhanced Tool System

Creative Tools

Automation Tools

Enterprise Tools

🛡️ Security

📊 Performance

🔌 Krab Plugin System

🛣️ Advanced Features

📱 Deployment Platforms

🌐 Providers

🤝 Contributing

📄 License

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