growth-loopslisted
Install: claude install-skill Sidsaladi9/persona-os
# Growth Loops
Funnels are linear and consume what you pour in; loops are circular and reinvest their own output to fuel the next turn. This skill applies the Reforge-style growth loop model — every durable growth engine is a loop where the output of one cycle becomes the input of the next, and the job is to find the compounding step and stop the leaks around it.
**Grounded in:** *Hooked* — Nir Eyal: build a compounding loop (trigger → action → reward → investment), not a one-shot funnel.
**Go deeper (The Product Channel):** [Network Effects 101](https://sidsaladi.substack.com/p/network-effects-101-the-ultimate)
## When to use this
- Growth has plateaued and paid spend is the only lever still moving the number.
- You can describe your funnel stage by stage but can't say how a new user *creates* the next one.
- You're choosing between investment areas (viral vs. content vs. paid vs. sales) and need to compare their loop economics.
- A loop "works" but barely — you suspect a single step is leaking most of the volume.
- Leadership keeps funding top-of-funnel campaigns instead of fixing the mechanism that should compound.
## Before you start (gather these)
- **The action that produces growth output** — what a user does that can pull in or re-engage another user (shares, publishes content, invites a teammate, generates an indexable artifact).
- **Step-level numbers** — volume and conversion at each stage of one loop turn (e.g., signups → activated → who-shares → invites-sent →