PostHog skills collection

Signals Scout Conversations

Signals scout for PostHog Conversations (support inbox). Watches $conversation ticket- lifecycle events for SLA breach steps, first-response latency blowouts, backlog imbalance, and channel or assignment concentration.

Signals Scout Csp Violations

Signals scout for Content Security Policy violations. Watches $cspviolation events for blocked-URL clusters, per-directive bursts, post-deploy regressions, and suspicious third- party domains.

Signals Scout Customer Analytics

Signals scout for PostHog Customer analytics (Accounts). Watches per-account engagement for churn-risk shapes — engagement cliffs, dormancy, champion departure — and the expansion inverse.

Signals Scout Customer Analytics Billing And Usage

Signals scout for per-account product-mix shifts. Watches each staked account's usage and forecasted MRR per product for one product dropping or spiking against its own baseline while the account total holds.

Signals Scout Data Pipelines

Signals scout for PostHog data pipelines — CDP destinations and transformations, batch exports, and hog flows. Watches for delivery failures, degraded functions, and stalled exports against each pipeline's baseline.

Signals Scout Data Warehouse

Signals scout for warehouse imports. Watches external data sources, sync schemas, webhook push channels, and materialized views for failures, silent staleness, and row-volume cliffs, and suggests materialization candidates from recurring…

Signals Scout Error Tracking

Signals scout for PostHog error tracking. Watches $exception bursts, stuck loops, multi- fingerprint clusters, and status regressions.

Signals Scout Experiments

Signals scout for PostHog A/B experiments. Watches running experiments for validity threats — sample ratio mismatch, contamination, exposure stalls, mid-run flag mutations — and lifecycle drift.

Signals Scout Feature Flags

Signals scout for PostHog feature flags. Watches the flag roster and the $featureflagcalled stream for evaluation cliffs, ghost flags, response-distribution shifts, and flag debt.

Signals Scout General

Cross-product Signals scout. Looks for cross-product correlations and explores the surfaces the per-product specialist scouts don't cover.

Signals Scout Health Checks

Signals scout over PostHog's own health checks. Bundles the project's active health issues by kind, weights them by blast radius, and surfaces the ones worth acting on.

Signals Scout Inbox Validation

Follow-up Signals scout for the inbox itself. Attaches a check to each newly resolved report, spot-checks a couple of settled fixes with fresh probes, answers the checks it is dispatched for, and reports when a fix didn't hold, plus a…

Signals Scout Insight Alerts

Signals scout over the project's configured insight alerts. Reads each alert's recent firing history and surfaces the firings a human likely missed.

Signals Scout Logs

Signals scout for PostHog logs. Watches for emerging and rate-shifted message patterns, volume bursts, severity-distribution shifts, service silence, and trace-correlated bursts.

Signals Scout MCP Tool Calls

Signals scout for PostHog MCP tool calls. Watches $mcptoolcall telemetry for tools that need improvement — broad-reach failure rates, retry hammering, slow or context-bloating responses — grouped by owning product category, each with a…

Signals Scout Observability Gaps

Signals scout for observability gaps — significant event volumes with no insight, dashboard, or alert coverage. Recommends new insights, dashboards, or alerts as the product evolves.

Signals Scout Pr Follow Up

Follow-up Signals scout for recently merged pull requests. Works out whether each one has deployed, then checks the project's telemetry for whether it did what it claimed, had the impact it expected, or caused a side effect that needs a…

Signals Scout Product Analytics

Signals scout for core product-analytics flows — funnels, retention, lifecycle, stickiness, and paths. Watches the team's saved flows for a derived-rate regression while entrants hold.

Signals Scout Replay Vision

Signals scout for PostHog Replay Vision scanners. Watches that enabled scanners keep observing (throughput and quota cliffs) and that aggregate score shifts and recurring themes get surfaced.

Signals Scout Revenue Analytics

Signals scout for PostHog revenue analytics. Watches for upstream failures (Stripe sync stalls, capture regressions), config drift, and goal-miss escalations.