What problem does it solve?
Teams instrument many events in PostHog but often lack insights, dashboards, or alerts covering them, leaving meaningful product signals unobserved. This Skill autonomously scans event volumes against existing observability coverage and files evidence-backed recommendations only when a real gap clears strict quality bars.
Core Features & Use Cases
- Six gap families: Detects uncovered high-volume custom events, insight drift from renamed or sunset events, failure-semantics events without alerts, dashboard scope gaps, missing funnel insights, and unused property breakdowns.
- Dedupe and watch lifecycle: Parks candidate gaps in a scratchpad until they meet a 7-day stability bar, edits existing reports instead of duplicating, and retires stale recommendations.
- False-positive guards: Disqualifies builtin events, internal test traffic, backfill spikes, experiment exposures, and deliberate engineering telemetry before recommending anything.
- Use Case: A team ships a new
payment_failed event firing 50 times per day with zero alerts configured; the scout verifies volume and reach, confirms no existing coverage, and files a P2 report recommending an alert.
Quick Start
Ask the Signals agent to run an observability-gaps scan on this PostHog project and report any high-volume events lacking insight, dashboard, or alert coverage.