GStreamer and media pipeline specialist for VIOS. Use for questions about pipeline construction, element selection, caps negotiation, buffer handling, GStreamer best practices, debugging pipeline issues, and NVIDIA DeepStream/NvEnc/NvDec integration.
VIOS REST API agent. Queries a running VIOS/VST backend over HTTP to list sensors, fetch recording timelines, download clips, capture snapshots, add/delete sensors and RTSP streams, and upload video files. Use whenever the user wants to interact with VIOS data via its REST API rather than through the UI or source code.
Generate a complete VIOS multi-arch release note for a given build drop version. Fetches container images from GitLab compose.env files, commit titles from GitLab between the previous release tag and HEAD, Jira VST tickets, NVBugs entries, Slack channel evidence, and Outlook email evidence, then renders a formatted…
Use when the user wants to extend bubbaloop's daemon, MCP server, RBAC, agent runtime, or tool set — adding a new MCP tool, modifying tier mapping, extending the multi-agent runtime, working on the alignment-notes gaps, or refactoring core internals. Knows the crate layout, rmcp 0.15 macro syntax, the…
Use when the user wants to create, scaffold, validate, or refactor a bubbaloop node (sensor/actuator/processor/gateway). Knows the node contract (manifest queryable, command queryable, heartbeat), bubbaloop-sdk patterns for Rust and Python, registration + install flow, and how to test end-to-end via the MCP plugin or…
Use when the user asks to inspect, control, or troubleshoot a running Bubbaloop deployment — node lifecycle (start/stop/restart/build), health checks, log reads, mission management, or scheduling tasks. Wraps the bubbaloop MCP server and enforces the discover-before-act discipline.