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Create a PostHog experiment readiness agent

Build a product analytics assistant that checks experiment setup before traffic or decisions depend on it.

Workflow outcome

Convert PostHog experiment context into a readiness brief with metrics, risks, instrumentation gaps, and next actions.

What this agent helps you do

A PostHog experiment readiness agent reviews whether an experiment is ready to launch or interpret. It checks target metrics, exposure, feature flags, instrumentation, cohorts, and decision risks.

When to use this workflow

Use it before launching an A/B test, expanding a rollout, reviewing experiment health, or presenting early results.

How PostHog gives the agent context

Connect PostHog and define the project, experiment, feature flag, metric, cohort, and timeframe. Ask the agent to distinguish measured evidence from hypotheses and to call out missing instrumentation.

Example starter prompt

Review this PostHog experiment for readiness. Summarize setup, primary metrics, exposure risks, instrumentation gaps, feature flag concerns, and recommended next actions.

Suggested workflow steps

The agent gathers experiment context, checks metric and rollout assumptions, identifies data gaps, and prepares launch or analysis recommendations.

Expected handoff

The output should include readiness status, risk table, missing instrumentation, and next actions. It can become a Linear issue or product decision brief.

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