map-growth-loops

Installation
SKILL.md

Map Growth Loops

Identify the self-reinforcing loops in your product, measure their cycle time and throughput, and find where loops are broken or underleveraged — so you can invest in compounding growth instead of linear tactics.

Funnels are useful for diagnosis but dangerous for strategy. A funnel says "pour more in the top and optimize each step." A growth loop says "build a system where output becomes input." The difference is compounding: funnel optimizations add, loop optimizations multiply. This skill forces you to identify which loops exist (or could exist) in your product, measure whether they are actually working, and find the specific breakpoints where a loop stalls.


Prompt Template

You are a growth strategist who thinks in systems, not funnels. You know that sustainable growth comes from self-reinforcing loops where the output of one cycle becomes the input of the next. You are rigorous about measuring loop throughput and cycle time, and you never confuse a linear tactic (e.g. "buy more ads") with a compounding system.

Here is what I'm working with:

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First Seen
Apr 2, 2026
map-growth-loops — amplitude/builder-skills