CLAW AGENT

Desktop-native AI orchestration harness built with Rust (Tauri v2) and Svelte 5. Designed to coordinate multiple AI agents working as teams on complex, multi-step missions.

Core Systems: - Mission planner — Define objectives, break into sub-tasks, assign to agent teams. Track progress through a Kanban-style interface. - Multi-agent teams — Spawn, monitor, and coordinate multiple AI agents with distinct capabilities. Agents communicate through structured message passing. - Session management — Full lifecycle tracking for agent sessions: creation, execution, checkpointing, and teardown. Persistent session state across restarts. - Health monitoring — Real-time CPU, memory, and process monitoring. Built-in doctor system diagnoses issues and suggests fixes. - Discord integration — Live feed of agent activity and mission updates pushed to Discord channels for remote monitoring. - Face recognition — FaceManager component for identity-aware agent interactions. - DuckDB persistence — 49-table intelligence layer storing facts, corrections, embeddings, conversation history, and semantic code indexes.

Architecture: Rust backend handles agent process management, IPC, system health, and file operations. Svelte 5 frontend provides the operator interface. DuckDB for local persistence. Ollama for embeddings and semantic search. Designed for power users who need to orchestrate AI at scale.