Analytics & Monitoring Agent Skills

How to author, edit, and adapt PostHog Signals scouts — the scheduled agents that scan a project and write reports into the Signals inbox.

AutoGluon-First Strategy: Always run AutoGluon `best_quality` preset as the first step in any tabular ML competition (5-15 min baseline).

AutoGluon preset selection strategy: when to use medium/good/high/best_quality, when EDA is unnecessary, and how to tune within a preset.

AutoGluon TimeSeriesPredictor: special API and presets for time series forecasting (different from TabularPredictor).

Use when synthesizing perf findings into evidence-backed recommendations and decisions.

Use when managing perf baselines, consolidating results, or comparing versions.

Use when appending structured perf investigation notes and evidence.

Detect anomalies in Axiom datasets using statistical analysis.

Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

Azure Monitor OpenTelemetry Distro for Python.

Azure Monitor OpenTelemetry Exporter for Python.

Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.

Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.

Retroactively grade merged PRs against the claim-evidence discipline — which done-claims shipped with evidence, which shipped unproven.

Get ETH and USDC balances for any Ethereum address on Base.

Collect BambooHR debug evidence for support tickets and troubleshooting.

Driver-based and time-series forecasting for regional bank internal FP&A — balance sheet and income statement modeling at a detailed GL /…

This skill should be used when the user asks about "token price", "market data", "technical analysis", "sentiment", "trending tokens"…

Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or…

Benchmarking analysis skill for performance comparison and best practice identification.

Track and visualize benefit realization against targets