Creating surveys

SkillWeb & browsing

Creates and launches PostHog surveys through MCP, including NPS/CSAT popovers, hosted feedback forms, and headless surveys. Guides survey type selection, audience targeting, draft review, and launch readiness. Use when asked to create a survey or form, or before calling survey-create. For investigating an existing survey's delivery or responses, use debugging-surveys instead.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Creating surveys skill

What this skill tells your AI

The instructions your AI receives, as published by posthog/skills in skills/omnibus/creating-surveys/SKILL.md and read by ahel’s review.

Create a useful draft from the user's goal, then verify its audience and delivery before launch. The workflow can run through MCP without opening the survey editor.

Choose the delivery and questions

Infer the name, purpose, and questions from the request. Ask only for missing information that changes who receives the survey or how it is delivered.

User's goalSurvey typeDelivery requirement
Feedback inside an apppopoverA supported PostHog SDK with surveys enabled
Always-available feedback buttonwidgetSDK support and a widget configuration
A shareable hosted formexternal_surveyA hosted survey link; no in-app targeting
A custom form built in application codeapiThe app renders questions and captures survey events

Prefer one to three questions unless the user requests more. Use a rating plus an optional open question for NPS/CSAT, or choice questions with at least two choices. Inspect the current tool schema for question types, scales, branching, and translations instead of guessing their JSON shapes. Minimal starting points are in examples.

Survey names, questions, and appearance text are public content. Do not copy private customer details into them without making that visibility clear first.

Verify the audience and appearance

  • Use conditions for URL, event, device, and linked-flag-variant conditions. Resolve existing event and flag identifiers before using them. A URL condition does not define a person or cohort audience.
  • Use targeting_flag_filters.groups[].properties[] for person, group, or cohort targeting. Groups are alternative rules; properties within a group must all match. Preserve the intended audience when translating the request.
  • Cohorts containing behavioral filters cannot be used directly for survey targeting. Explain the restriction and offer a supported static snapshot or another equivalent audience definition. A snapshot does not update with the original cohort. Get agreement before making that tradeoff; never drop a rule or broaden the audience to make a failed request pass.
  • Hosted forms (external_survey) do not use in-app display conditions or targeting flags. Do not attach those fields to a hosted form.
  • Omit appearance unless customization is needed. whiteLabel: true requires the organization's white-labelling entitlement (Enterprise). Do not infer it from a request for custom colors. Verify entitlement before setting it. surveyPopupDelaySeconds must be non-negative.
  • Leave optional fields unset when unused. Do not fill them with null as a substitute for omission; question fields and nested objects have different nullability rules.

Create and review the draft

Call posthog:survey-create with the resolved configuration. Omit start_date for a draft. If the user already asked for immediate launch, continue through the readiness check and launch without asking for the same approval again.

Keep the returned survey id. Subsequent survey tools use id, not a question ID, feature flag ID, or survey name.

Read the saved survey with posthog:survey-get. Review the questions, type, audience, schedule, response limit, and branding with the user. Show the MCP survey app when the client supports it; otherwise give a concise text review. Always include the returned _posthogUrl. A saved configuration is not evidence that an in-app popup has rendered successfully.

For changes, call posthog:survey-update after fetching the saved survey. Questions, conditions, appearance, targeting, and translations may replace nested values. Preserve unchanged fields and existing question IDs, which link questions to collected responses. Omit IDs only for new questions.

Launch and verify delivery

Before posthog:survey-launch, confirm:

  • The user authorized launch for the reviewed audience and configuration.
  • The survey is not archived and has no end_date in the past. If reopening an existing survey, unarchive it or clear/extend its end date only as authorized.
  • For in-app delivery, surveys are enabled in the project and the app's SDK supports the requested features. Event-triggered surveys need the actual triggering event in the app. Creating an event name in configuration does not instrument that event.
  • For api surveys, the application implementation handles display and event capture. Creating and launching the definition does not implement that code.

Use posthog:survey-launch with id, then verify the returned state. Report whether the survey is a draft, launched, or awaiting an SDK/setup step. For hosted forms, return a verified public form URL when available; _posthogUrl is the management page and is not a respondent link.

Use posthog:survey-stats or posthog:surveys-responses-list to check subsequent activity. Zero responses immediately after launch do not prove delivery failed. For a survey that should have been shown, follow debugging-surveys.

Recover from errors

Read the validation field and reason before retrying. For appearance failures, check branding entitlement and the supplied appearance fields. For targeting failures, verify cohort support and rule structure. Preserve requested behavior when correcting inputs; explain any change that affects the audience or branding.

Creation is not idempotent. After a timeout or uncertain result, use posthog:surveys-get-all to find and inspect a possible existing draft before retrying creation. A matching name alone is not proof that it is the same survey.

Signals

GitHub stars
62
Forks
6
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
creating-surveys
Source
github.com/posthog/skills