Core Capabilities
Web Search & Content
Search the public web via Tavily for current events, news, and citations. Fetch and extract content from specific URLs.
- Tavily-powered web search with full-page content extraction
- URL scraping with CSS selectors
- Real-time info beyond training cutoff
Memory & Knowledge
Semantic search and CRUD over a per-user memory engine backed by Qdrant and BGE-M3 embeddings. Durable notes and a knowledge graph.
- notes_create, notes_read, notes_update, notes_delete, notes_search
- memory_search, memory_read, memory_write (vector-backed)
- graph_add_entity, graph_add_relationship, graph_query
File & Shell Operations
Full read/write/edit access to workspace files. Execute shell commands with a 60-second idle timeout and 30-minute max wall-clock.
- read_file, write_file, edit_file
- list_directory, search_files
- exec for arbitrary shell commands
Email
Real working Mosaic email account. Send and receive mail with TLS authentication.
- send_email — handles TLS + SMTP auth correctly
- Scheduled reports via cron_jobs table + email
Mosaic Platform
Full access to Mosaic Cloud Systems: projects, databases, S3 storage, custom domains, git deploys, mail, Redis, WebSocket, and auth users.
- Create and deploy websites in one call
- PostgreSQL (one tenant DB per project)
- S3-compatible object storage
- Git-based deploys, custom domains, auth-gated pages
Task Scheduling
Local reminders and cron-based scheduled tasks that run even when no user is messaging.
- reminders_add, reminders_list, reminders_complete, reminders_delete
- cron_jobs table for recurring automated work
Mirsee Robotics Expertise
MH3 Humanoid Robot
Deep knowledge of the Mirsee Humanoid 3 platform and its full integration stack.
- 31 DOF, EtherCAT arm servos, Jetson Thor/Orin onboard compute
- Piper arms, 1080x1080 chest display, OBSBOT/ZED-X/EMEET sensors
- Cognitive → safety gate → DOF mapper → ROS2 → EtherCAT pipeline
Robotics Frameworks & Stack
Hands-on familiarity with the tools in the Mirsee robotics ecosystem.
- NVIDIA GR00T — humanoid foundation models
- Cosmos-Reason2 — reasoning and world models
- ROS2 Jazzy — robot middleware and message passing
- Isaac Sim 6.0 — simulation and training environment
- Kokoro TTS + Deepgram STT — voice pipeline
- LiveKit — real-time voice communication
Infrastructure
Multi-host inference, Tailscale networking, and the Mirsee container ecosystem.
- Multi-host inference architecture
- Tailscale topology and secure networking
- Incus container management on rtx6000
- Shared knowledge base (Qdrant vector DB)
- Trinity-Prime orchestrator coordination