Analytics & Monitoring Agent Skills for Claude Code

Use when you need production monitoring for an Intercom integration — instrumenting API calls with metrics and traces, standing up…

Use when packaging code, models, and audio artifacts for an INTERSPEECH paper — anonymous demo pages and sample audio during double-blind…

17/06: understand the Gemini/Antigravity quota limits + audit/correct your monitoring (comes back on 17/06).

Investigate a monitoring alert end-to-end.

Investigate stuck messages in relayer queue.

Open, convert, export, and validate local and optional remote

Automate Ip2location IO tasks via Rube MCP (Composio).

Automate Ipdata co tasks via Rube MCP (Composio).

Automate Iqair Airvisual tasks via Rube MCP (Composio).

Use when designing or auditing IROS experiments — real-robot trial counts, success criteria set in advance, reset procedures, failure…

Run a buoyancy audit — assess how well a system will improve as models improve.

Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing.

Inspect the availability of ML training on a completed Itô compute booking and, when the canonical backend becomes available, hand off an…

This skill should be used whenever the user wants any summary, pitch, or review of their accomplishments built from the waybill ledger…

Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima…

Review existing analytics — find all dashboards and reports, check who uses them, whether metrics are defined, and whether they drive…

Build a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.

Customer success reconnaissance — audit current onboarding completion, health signals, NRR, churn patterns, and CS motion.

Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad…

Feedback synthesis — cluster support tickets, NPS verbatims, app store reviews, and churn surveys by theme, separate signal from noise…

Incident response — diagnose production issues, find root cause, propose fix with rollback.