growth-loops

Solid

Designs compounding growth loops instead of one-shot funnels, using the Reforge model — classify the loop (viral, content, sales, paid), map inputs → action → output → reinvestment, and locate the compounding step and where it leaks. Use when you say "our funnel is leaking," "growth has plateaued," "how do we make acquisition compound," "what's our viral loop," or "model our content/paid loop."

AI & Automation 6 stars 1 forks Updated 3 weeks ago MIT

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Skill Content

# 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 →...

Details

Author
Sidsaladi9
Repository
Sidsaladi9/persona-os
Created
3 months ago
Last Updated
3 weeks ago
Language
Python
License
MIT

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