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Complete guide for the PostHog plugin — REST API access for querying analytics with HogQL, managing feature flags, inspecting events and persons, reading insights, experiments, cohorts, surveys, and more.

stagewise-io By stagewise-io schedule Updated 3/15/2026
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name: posthog description: Complete guide for the PostHog plugin — REST API access for querying analytics with HogQL, managing feature flags, inspecting events and persons, reading insights, experiments, cohorts, surveys, and more.

PostHog Plugin

This plugin provides access to the PostHog REST API on the user's behalf, using a stored Personal API Key (phx_...).

Capabilities:

  • Run arbitrary HogQL (SQL-like) queries against the analytics database
  • List, filter, and inspect events
  • Look up persons (users) by ID, email, or properties
  • Read saved insights (trends, funnels, retention, paths, etc.)
  • CRUD feature flags
  • Read and manage experiments (A/B tests)
  • Read cohorts, annotations, actions, dashboards, and surveys
  • Query web analytics stats

Authentication

Request the stored PostHog credential. The personalApiKey field is an opaque placeholder — the sandbox fetch proxy substitutes the real value automatically. Never decode or transform it.

const cred = await API.getCredential('posthog-pat');
if (!cred) {
  return 'PostHog credential is not configured. Ask the user to create a Personal API Key at Settings → Personal API Keys in their PostHog dashboard, then store it in Settings.';
}

Region & Base URL

PostHog Cloud has two regions. The agent must determine which one the user is on:

Region Base URL
US Cloud https://us.posthog.com
EU Cloud https://eu.posthog.com

How to determine the region:

  • Ask the user, OR
  • Look at any PostHog dashboard tab open in the browser — the URL hostname reveals the region.

Store the base URL in a variable and use it for all requests.

Making Requests

All API paths are relative to the region base URL. Always pass the key as a Bearer header:

const BASE = 'https://us.posthog.com'; // or https://eu.posthog.com

async function phGet(path) {
  const res = await fetch(`${BASE}${path}`, {
    headers: {
      Authorization: `Bearer ${cred.personalApiKey}`,
      'Content-Type': 'application/json',
    },
  });
  if (!res.ok) throw new Error(`PostHog API ${res.status}: ${await res.text()}`);
  return res.json();
}

async function phPost(path, body) {
  const res = await fetch(`${BASE}${path}`, {
    method: 'POST',
    headers: {
      Authorization: `Bearer ${cred.personalApiKey}`,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify(body),
  });
  if (!res.ok) throw new Error(`PostHog API ${res.status}: ${await res.text()}`);
  return res.json();
}

async function phPatch(path, body) {
  const res = await fetch(`${BASE}${path}`, {
    method: 'PATCH',
    headers: {
      Authorization: `Bearer ${cred.personalApiKey}`,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify(body),
  });
  if (!res.ok) throw new Error(`PostHog API ${res.status}: ${await res.text()}`);
  return res.json();
}

async function phDelete(path) {
  const res = await fetch(`${BASE}${path}`, {
    method: 'DELETE',
    headers: {
      Authorization: `Bearer ${cred.personalApiKey}`,
      'Content-Type': 'application/json',
    },
  });
  if (!res.ok) throw new Error(`PostHog API ${res.status}: ${await res.text()}`);
  if (res.status === 204) return null;
  return res.json();
}

Identifying the Project

Most endpoints require a project ID — a numeric identifier visible in the PostHog dashboard URL:

https://us.posthog.com/project/{project_id}/...

If the user hasn't specified a project ID:

  1. Check any open PostHog dashboard tab in the browser — the project ID is in the URL path.
  2. Ask the user directly.

Key Endpoints

All paths below are relative to the base URL (e.g. https://us.posthog.com).

HogQL Queries (The Primary Analytical Tool)

Run a HogQL query POST /api/projects/{project_id}/query Body:

{
  "query": {
    "kind": "HogQLQuery",
    "query": "SELECT event, count() AS cnt FROM events WHERE timestamp > now() - interval 7 day GROUP BY event ORDER BY cnt DESC LIMIT 20"
  }
}

Response contains results (array of rows), columns (column names), and types (column types).

HogQL is a SQL-like query language on top of ClickHouse. It can query events, persons, sessions, groups, and more. This is the most powerful endpoint for analytics — prefer it over the REST list endpoints when aggregation or filtering is needed.

Run a web stats query POST /api/projects/{project_id}/query Body:

{
  "query": {
    "kind": "WebStatsTableQuery",
    "dateRange": { "date_from": "2025-01-01", "date_to": "2025-01-31" },
    "breakdownBy": "Page",
    "limit": 10
  }
}

Common HogQL Patterns

Top events in the last 7 days:

SELECT event, count() AS cnt
FROM events
WHERE timestamp > now() - interval 7 day
GROUP BY event
ORDER BY cnt DESC
LIMIT 20

Unique users in the last 30 days:

SELECT uniq(person_id) AS unique_users
FROM events
WHERE timestamp > now() - interval 30 day

Pageviews by path:

SELECT properties.$pathname AS path, count() AS views
FROM events
WHERE event = '$pageview'
  AND timestamp > now() - interval 7 day
GROUP BY path
ORDER BY views DESC
LIMIT 20

Daily active users trend:

SELECT toDate(timestamp) AS day, uniq(person_id) AS dau
FROM events
WHERE timestamp > now() - interval 30 day
GROUP BY day
ORDER BY day

Funnel analysis (pageview → signup):

SELECT
  uniq(person_id) AS total_users,
  uniqIf(person_id, event = '$pageview') AS step1,
  uniqIf(person_id, event = 'signed_up') AS step2
FROM events
WHERE timestamp > now() - interval 7 day

User sessions with duration:

SELECT
  session.session_id,
  min(timestamp) AS start,
  max(timestamp) AS end,
  dateDiff('second', min(timestamp), max(timestamp)) AS duration_s,
  count() AS event_count
FROM events
WHERE timestamp > now() - interval 1 day
  AND session.session_id IS NOT NULL
GROUP BY session.session_id
ORDER BY duration_s DESC
LIMIT 20

Events for a specific person:

SELECT event, timestamp, properties
FROM events
WHERE person_id = 'PERSON_UUID'
ORDER BY timestamp DESC
LIMIT 50

Events

List events GET /api/projects/{project_id}/events/ Query params: ?event=<event_name>, ?person_id=<id>, ?limit=<n>, ?after=<cursor> Returns paginated event list.

Get a single event GET /api/projects/{project_id}/events/{event_id}/

Persons

List persons GET /api/projects/{project_id}/persons/ Query params: ?search=<term>, ?email=<email>, ?limit=<n>

Get a specific person GET /api/projects/{project_id}/persons/{person_id}/

Insights (Saved Analytics)

List insights GET /api/projects/{project_id}/insights/ Query params: ?search=<term>, ?short_id=<id>, ?limit=<n> Returns saved trends, funnels, retention, paths, lifecycle, and stickiness queries.

Get a specific insight GET /api/projects/{project_id}/insights/{id}/ Returns the insight definition and its last-calculated results.

Feature Flags

List feature flags GET /api/projects/{project_id}/feature_flags/ Query params: ?search=<term>, ?active=true

Get a specific feature flag GET /api/projects/{project_id}/feature_flags/{id}/

Create a feature flag POST /api/projects/{project_id}/feature_flags/ Body:

{
  "name": "My Flag",
  "key": "my-flag-key",
  "description": "Enables the new onboarding flow",
  "filters": { "groups": [] },
  "active": true
}

Update a feature flag PATCH /api/projects/{project_id}/feature_flags/{id}/ Body: partial update (e.g. { "active": false } to disable).

Delete a feature flag DELETE /api/projects/{project_id}/feature_flags/{id}/

Experiments

List experiments GET /api/projects/{project_id}/experiments/

Get a specific experiment GET /api/projects/{project_id}/experiments/{id}/

Get experiment results GET /api/projects/{project_id}/experiments/{id}/results/

Cohorts

List cohorts GET /api/projects/{project_id}/cohorts/

Get a specific cohort GET /api/projects/{project_id}/cohorts/{id}/

Actions

List actions GET /api/projects/{project_id}/actions/

Get a specific action GET /api/projects/{project_id}/actions/{id}/

Annotations

List annotations GET /api/projects/{project_id}/annotations/

Create an annotation POST /api/projects/{project_id}/annotations/ Body:

{
  "content": "Deployed v2.1.0",
  "date_marker": "2025-03-15T12:00:00Z",
  "scope": "project"
}

Update an annotation PATCH /api/projects/{project_id}/annotations/{id}/

Delete an annotation DELETE /api/projects/{project_id}/annotations/{id}/

Dashboards

List dashboards GET /api/projects/{project_id}/dashboards/

Get a specific dashboard GET /api/projects/{project_id}/dashboards/{id}/

Surveys

List surveys GET /api/projects/{project_id}/surveys/

Get a specific survey GET /api/projects/{project_id}/surveys/{id}/

Common Patterns

Query top events for the past week

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const result = await phPost(`/api/projects/${projectId}/query`, {
  query: {
    kind: 'HogQLQuery',
    query: `SELECT event, count() AS cnt FROM events WHERE timestamp > now() - interval 7 day GROUP BY event ORDER BY cnt DESC LIMIT 20`
  }
});
return { columns: result.columns, rows: result.results };

Look up a person by email

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const persons = await phGet(`/api/projects/${projectId}/persons/?email=user@example.com`);
return persons.results;

List active feature flags

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const flags = await phGet(`/api/projects/${projectId}/feature_flags/?active=true`);
return flags.results.map(f => ({
  id: f.id,
  key: f.key,
  name: f.name,
  active: f.active,
  rollout: f.rollout_percentage,
}));

Create a feature flag

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const flag = await phPost(`/api/projects/${projectId}/feature_flags/`, {
  name: 'New Onboarding',
  key: 'new-onboarding',
  description: 'Enables the redesigned onboarding flow',
  filters: { groups: [{ properties: [], rollout_percentage: 50 }] },
  active: true,
});
return flag;

Get daily active users trend

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const result = await phPost(`/api/projects/${projectId}/query`, {
  query: {
    kind: 'HogQLQuery',
    query: `SELECT toDate(timestamp) AS day, uniq(person_id) AS dau FROM events WHERE timestamp > now() - interval 30 day GROUP BY day ORDER BY day`
  }
});
return { columns: result.columns, rows: result.results };

List experiments and their status

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const experiments = await phGet(`/api/projects/${projectId}/experiments/`);
return experiments.results.map(e => ({
  id: e.id,
  name: e.name,
  start_date: e.start_date,
  end_date: e.end_date,
}));

Read insights (saved analytics)

const cred = await API.getCredential('posthog-pat');
const BASE = 'https://us.posthog.com';
const projectId = 12345;

const insights = await phGet(`/api/projects/${projectId}/insights/?limit=10`);
return insights.results.map(i => ({
  id: i.id,
  name: i.name,
  short_id: i.short_id,
  filters: i.filters,
  last_refresh: i.last_refresh,
}));

Important Rules

  • Always call API.getCredential('posthog-pat') before any PostHog API call. If it returns null, prompt the user to configure it.
  • Always determine the user's region (US or EU) before making requests. Check open PostHog tabs or ask.
  • Always identify the target project ID (numeric). Check open PostHog tabs (it's in the URL path: /project/{id}/...) or ask.
  • Prefer HogQL queries (POST /api/projects/{id}/query) for analytical questions — they are far more flexible than REST list endpoints.
  • Use LIMIT clauses in HogQL queries to keep responses manageable.
  • When creating or modifying feature flags, confirm details with the user first.
  • When deleting resources (flags, annotations, etc.), always confirm with the user first.
  • Treat API keys as sensitive — never log or display them.
  • Paginated responses use next / previous URLs. Follow next to get more pages.
  • The PostHog API may rate-limit requests. Avoid tight loops; add short delays between batch requests.
Install via CLI
npx skills add https://github.com/stagewise-io/stagewise --skill posthog
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