Analytics & Monitoring Agent Skills for Claude Desktop

Use when designing or auditing the experimental evidence for an INTERSPEECH paper — task-correct metrics (WER/CER, MOS/CMOS, EER/minDCF…

Investigate stuck messages in relayer queue.

Investigates a single PostHog error tracking issue end-to-end.

Detects fundamental shifts in investment theses by comparing research snapshots and separating factual evidence changes from wording…

Tracks investment theses, testable assumptions, and red-line exit conditions to maintain disciplined post-purchase stock portfolio…

Automate Ip2location IO tasks via Rube MCP (Composio).

Automate Ipdata co tasks via Rube MCP (Composio).

Automate Iqair Airvisual tasks via Rube MCP (Composio).

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

Master local LLM inference, model selection, VRAM optimization, and local

Analytics reconnaissance for takeover — find all analytics tools, inventory what's tracked and dashboarded, assess data freshness and…

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

Design and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and refresh…

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.

Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status.

Analytics and BI engineer — dashboards, metrics design, reporting pipelines, and data storytelling.

Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots.

Manage Sentry releases with versioning, commit association, and source

Read-only Jetson health snapshot for identity, memory, GPU, thermal, power, storage, services, and top processes.

When the user wants to set up, improve, or audit analytics tracking and measurement.