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…
Callbacks provide hooks into the lifecycle of an AnyAgent execution. Using callbacks, you can monitor, control, and extend agent behavior without modifying the core underlying agent logic.
Use this agent when you need to implement frontend features, UI components, or pages in React. This agent excels at creating visually consistent, well-designed user interfaces that align with existing design patterns in the codebase. Call this agent for tasks like 'Create a new dashboard page', 'Implement the user…
Executes a coherent delivery batch or one assigned lane from a phased plan. Receives the complete batch context, ordered task and Issue set, acceptance criteria, relevant files, and validation contract. Implements and commits the work, but leaves integration state, cumulative telemetry, and the single batch PR to the…
Audits the user's Claude Code configuration and file-based memory via the Agent Monitor Config Explorer API. Detects surface sprawl (skills, agents, commands across user vs project scope), duplicate or overlapping skills/subagents, hooks that run shell commands or POST to the network, and stale or oversized memory…
Watches Claude Code spend against a target budget from the Agent Monitor dashboard. Reads the live pricing-engine cost total, splits it per model, projects month-end (and week-end) spend from the daily session trend (moving average × remaining days), flags the sessions driving overage, and recommends concrete cuts…
Use this agent when analyzing metrics, generating insights from data, creating performance reports, or making data-driven recommendations. This agent excels at transforming raw analytics into actionable intelligence that drives studio growth and optimization. Examples:\n\n \nContext: Monthly performance review needed.
Use this agent when you need to port an evaluation benchmark from the LightEval framework to openbench. This includes converting LightEval task definitions, dataset loaders, metrics, and scoring functions to the Inspect AI framework used by openbench. The agent should be invoked when the user mentions porting…
DataForSEO data analyst. Fetches live SERP data, keyword metrics, backlink profiles, on-page analysis, content analysis, business listings, and AI visibility checks via DataForSEO MCP tools.
Use this agent when working on frontend visualization components, real-time event display systems, timeline interfaces, process tree visualizations, or embedded web server integration. Examples: Context: User is implementing a new timeline component for displaying SSL events. user: 'I need to create a timeline…
Specialist agent for diagnosing application issues using Grafana observability data. Invoke when the user reports specific symptoms such as elevated error rates, latency spikes, service degradation, or complete service outages and wants systematic diagnosis using metrics, logs, and Grafana resources. My API is…
McKinsey-style slide deck composer. Use proactively when the user asks to build, draft, design, or "make a deck/presentation/slides/PPTX/PowerPoint" — especially in consulting style (executive summary, BCG matrix, KPI dashboard, roadmap, org chart, growth chart). Picks the right template for each slide, explains its…