Verify PostHog instrumentation

End-to-end check that the PostHog SDK is loaded and emitting events as expected. This skill orchestrates the three traffic-sim tools to give a complete picture of a site's instrumentation health.

When to use

• After running npx @posthog/wizard to confirm the install actually works.
• After a deploy that touches analytics, tracking, or layout code.
• When a customer reports "I'm not seeing events in PostHog" — to disambiguate between snippet issues, network issues, or filtering issues.
• As a smoke test before launching a new site or marketing page.

Workflow

Step 1 — Confirm the snippet is loaded everywhere

Run the check_posthog_loading MCP tool against the URLs you care about (homepage, key product pages, login, checkout, marketing pages). It returns which pages have PostHog initialized, the load method (head_snippet / snippet / array_js_only), and the init config.

Look for:

• Pages where loaded: false — PostHog is missing from those pages.
• Inconsistent api_key values across pages — multiple projects in use.
• Inconsistent api_host values across pages — events going to different ingestion endpoints.

Step 2 — Send synthetic traffic and confirm events arrive

Pick one URL where Step 1 confirmed PostHog is loaded. Call:

• simulate_new_user — a few fresh-browser visits. Confirms $pageview fires for first-time visitors and that an anonymous distinct_id is assigned.
• simulate_returning_user — a few page views in a single session. Confirms cookies persist and $pageview keeps firing across navigations.

The tools return verified: true when at least one $pageview was captured and there were no errors.

Step 3 — Cross-check in PostHog

If Steps 1 and 2 pass but events don't show up in the PostHog UI, the issue is downstream of the snippet:

• Check for ingestion lag (events can take ~30s to appear).
• Check that the api_host matches the project's ingestion host.
• Check feature flag and ingestion warnings in the PostHog UI.

What "verified" means in this skill

A site is verified when:

1. check_posthog_loading reports loaded: true on every URL we expect.
2. simulate_new_user and simulate_returning_user both return at least one $pageview event per visit, with no errors.
3. (Optional) The events appear in the PostHog UI within 1-2 minutes.

What this skill does not check

• Whether your custom events (e.g. signup_completed) are being sent — the tool watches for any PostHog event, but you'd need to drive the actual user flow to see custom events fire. Use it as a starting point, then add user-flow simulation on top.
• Server-side ingestion. The tool only sees what the browser SDK sends.
• Session recording quality. The tool reports whether recording is enabled in the init config but doesn't validate the recording itself.