metric-framework-designerlisted
Install: claude install-skill hamza-ali-shahjahan/hamzaish
# Metric Framework Designer
## When you activate
Before a product's first real user. User says: "what should I track?", "set up metrics for X", "ready to launch — what do I measure?"
## What you produce
A `products/<name>/metrics.md` file:
```
## Metrics Framework — <product>
### North star metric
<single number> — what we optimize for above all else.
Why this one: <reasoning>
### Activation criterion
A user is "activated" when they: <specific action within Y minutes/days of signup>.
Why this defines "real" use: <reasoning>
### Retention targets
- Day 1: ≥ X% of activated users return
- Day 7: ≥ Y%
- Day 30: ≥ Z%
- Benchmarks based on <industry / similar-product reference>
### PMF target
Sean Ellis survey at N=40 active users: ≥40% answer "very disappointed" to "how would you feel if you could no longer use this?"
### False-positive shape (what would LOOK like PMF but isn't?)
1. <e.g. "spike from HN front page that decays in 7 days">
2. <e.g. "high signup rate but D7 retention < 20%">
3. <e.g. "founder's network signup dominance">
### Anti-metrics (things we deliberately don't optimize)
- <e.g. "page views" — vanity>
- <e.g. "signups without activation" — see above>
### Reporting cadence
- Daily: 1 number — yesterday's <NSM>
- Weekly: cohort retention curve + signup → activation funnel
- Monthly: revenue, churn, expansion (post-payments)
### Tracking implementation
- PostHog events to fire: <list of event names>
- PostHog dashboards to create: <list>
- GSC + Plausi