cohort-analysis
Installation
SKILL.md
Cohort Analysis Skill
Produces a structured cohort analysis covering retention curves, LTV estimation, behavioural segmentation, leading churn indicators, and prioritised interventions. Output is ready to present to product leadership or share with growth and data teams.
Required Inputs
Ask for any of these that are missing before starting. Do not fabricate numbers, benchmarks, or schema details.
| Input | What to ask if missing |
|---|---|
| Analysis goal | Retention improvement / LTV modelling / behavioural segmentation / churn prediction — pick one primary goal |
| Product or feature | What is being analysed? |
| Cohort definition | What groups users into a cohort? (acquisition month, signup channel, plan tier, feature adoption date) |
| Observation window | How many periods to track? (e.g. 12 months, 8 weeks) |
| Key metric | What is measured per cohort? (retention rate, revenue, engagement score, feature usage) |
| Available data | Paste schema, table names, or describe what metrics exist — do not assume |
| Baseline or goal | Any existing retention benchmarks or targets to compare against? |