Analytics & Monitoring Agent Skills for Gemini CLI

Agent Designer - Multi-Agent System Architecture

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

End-to-end Agent Observability pipeline for an instrumented ml_app — classify production traces, root-cause failures, bootstrap…

Root cause analysis on production LLM traces.

Tracks per-agent token usage and flags waste in parallel dispatch.

This skill enables Claude to aggregate and centralize performance metrics from various sources.

Show AGNTCY/SLIM/CASA integration status — whether upstream AGNTCY packages are installed, which transport (local vs SLIM) is active, and…

Create, update, inspect, or repair Data Analytics semantic layers.

Create Databricks AI/BI dashboards. Use when creating, updating, or deploying Lakeview dashboards. CRITICAL: You MUST test ALL SQL queries…

Vercel AI SDK 5 patterns. Trigger: When building AI features with AI SDK v5 (chat, streaming, tools/function calling, UIMessage parts)…

Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.

Attach to a running agent loop's live output stream

Alarm management skill for alarm rationalization, setpoint optimization, and ISA-18.2 compliance

Collect Alchemy SDK debug evidence for troubleshooting and support tickets.

Use the Alchemy MCP server (`https://mcp.alchemy.com/mcp`) for live blockchain data and admin work when MCP is wired into your AI client…

Execute this skill enables AI assistant to create intelligent alerting

Diagnose and fix the top Algolia API errors: 400, 403, 404, 429, ApiError,

Optimize Algolia costs: understand search request vs record pricing,

Collect Algolia debug evidence: index stats, API key ACLs, query logs,

Implement Algolia Insights API for click/conversion tracking, search

Use when the algorithm or model formulation, its correctness, and its theoretical guarantees are the bottleneck for an INFORMS Journal on…