Run an experiment you can trustin 5 steps
Design an A/B test, read the results honestly and make a ship, kill or extend call.
The steps and the skill for each
- 1Define Hypothesis
Turn the idea into a testable hypothesis with a clear success metric.
- 2Measure Experiment Design
Design variants, sample size and duration before anything ships.
- 3PostHog MCP
Set up the feature flag and pull funnels and results from PostHog.
- 4Trustworthy Experiments
Check significance and the usual traps before you believe the numbers.
- 5Experiment Review
Get a clear ship, kill or extend recommendation with segment analysis.
The kit behind it all 7 skills for analytics & metrics
This workflow uses skills from the Analytics & metrics kit. The kit has the full set for the field, in the order to install them.
More workflows for product managers
All workflowsFind the problem worth solving
Six steps, from a hunch to a validated problem
- 01The hunch as a problem
- 02Plan the interviews
- 03What's already out there
- +3 more steps
Weekly review without the slog
Turn a week of scattered work into a clean 3P (Progress / Plans / Problems) update your team will actually read.
- 01Linear MCP Server
- 02GitHub MCP Server
- 03Doc Co-Authoring
- +2 more steps
Research, draft, and polish a doc
Go from a hazy topic to a doc your team will actually finish reading. Research-grounded, structured, ready to publish.
- 01Exa Search
- 02Context7
- 03Doc Co-Authoring
- +2 more steps