Growth Loops
Pawel HurynCommunityCreated by Pawel Huryn
- Skill
- Content generator
- Business and productivity
- MIT
- No issues found
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides a structured framework for identifying and implementing growth loops, also known as flywheels, to drive sustainable, product-led traction. By evaluating five distinct mechanisms—Viral, Usage, Collaboration, User-Generated, and Referral—it helps product teams move away from paid acquisition toward compounding, organic growth. The process involves defining core product value, assessing loop fit, designing specific mechanics, and calculating growth velocity to build a repeatable acquisition engine.
What it does
- Evaluates five proven growth loop types for product-led traction
- Assesses product-market fit for specific viral and collaborative mechanisms
- Provides a step-by-step framework for designing loop mechanics
- Calculates growth coefficients to estimate acquisition velocity
- Generates a 30-60-90 day implementation roadmap for growth loops
- Defines key metrics and measurement frameworks for loop health
When to use it
- When designing growth mechanisms for a new product
- When aiming to reduce dependency on paid advertising channels
- When optimizing a product to leverage network effects
- When analyzing competitor growth strategies
- When building a product-led growth strategy
Advantages
- Focuses on compounding growth rather than one-off acquisition
- Aligns growth mechanisms with natural product usage
- Provides a clear, actionable roadmap for implementation
- Helps identify the most effective loop for specific product types
Usage examples
- “Analyze my collaborative project management tool and recommend the best growth loop.”
- The agent will evaluate the product's collaborative nature, likely recommending a Collaboration Loop, and provide a roadmap to optimize invitation flows and team onboarding.
- “How can I improve my referral loop for a consumer mobile app?”
- The agent will assess current referral mechanics, suggest improvements to incentives or sharing friction, and provide a framework to measure the conversion rate of invites.
Install
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/phuryn/growth-loops/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip growth-loops.zip -d .agents/skills
Documentation by Pawel Huryn
Growth Loops
Overview
Identify and design growth loops (flywheels) that create sustainable traction. This skill evaluates five proven growth loop mechanisms to reduce reliance on paid acquisition and build product-led growth.
When to Use
Designing growth mechanisms for a product
Building sustainable viral or referral traction
Reducing reliance on paid acquisition
Analyzing competitor growth strategies
Optimizing product for product-led growth
The 5 Growth Loop Types
1. Viral Loop
Product content created by users gets shared on external platforms, bringing new users back to the product.
Mechanism: Users create content in-product → Share on social/external platforms → New users discover and signup
Example: Figma designs shared as links, Loom videos shared in emails
Strength: Exponential user acquisition if content is inherently shareable
Challenge: Requires highly shareable output and strong incentive to share
2. Usage Loop
Users create content or value within the product, then share it, which invites new users or drives re-engagement.
Mechanism: User creates → Shares creation → Others consume → Become engaged users
Example: Twitter threads, Medium articles, Notion templates shared publicly
Strength: Growth tied directly to product usage and network effects
Challenge: Requires content creation friction to be very low
3. Collaboration Loop
Users invite colleagues to co-create or collaborate within the product, expanding the user base within organizations.
Mechanism: User creates → Invites colleagues for collaboration → Colleagues discover product value
Example: Google Docs invitations, Figma team projects, Slack channels
Strength: Deep organizational penetration and high retention
Challenge: Works best for collaborative/team-based products
4. User-Generated Loop
Users discover new content or features through other users' creations, then create and share their own content.
Mechanism: User discovers content → Creates similar content → Shares creation → Others discover
Example: TikTok, Pinterest, YouTube trends driving creator participation
Strength: Creates content flywheel and network effects
Challenge: Requires critical mass of quality content to sustain
5. Referral Loop
Users invite other potential users in exchange for rewards, incentives, or social recognition.
Mechanism: User refers → Referred user joins → Referrer gets reward → Shares more referrals
Example: Dropbox referral bonus, Uber rider referrals, PayPal signup bonuses
Strength: Directly incentivizes acquisition; easy to measure ROI
Challenge: Requires valuable incentive without eroding unit economics
How It Works
Step 1: Define Product Value
Clarify the core value users experience:
Primary action users take in your product
Value created per user action
Network effects present (if any)
Friction points in the experience
Step 2: Evaluate Loop Fit
Assess which growth loops align with your product:
Product type (collaborative, content-based, utility, etc.)
Target user behavior and sharing habits
Network effects already present
Existing user base and engagement
Step 3: Design Loop Mechanics
Create specific loop implementation:
Trigger that initiates sharing or invitations
Incentive for participation (intrinsic or extrinsic)
Ease of sharing mechanism
Conversion rate from invite to activation
Frequency of loop repetition per user
Step 4: Calculate Loop Coefficient
Estimate growth velocity:
Invites/shares per user per cycle
Conversion rate of invites to new users
Net new users per cycle
Time per cycle iteration
Step 5: Build the Loop
Implement the highest-leverage loop first:
Start with the most natural loop for your product
Optimize messaging and friction
Measure loop metrics and conversion rates
Compound results over time
Input Format
Use $ARGUMENTS to pass:
Product description and primary user action
Target user demographics and behavior
Existing sharing/collaboration features
Current growth channels and metrics
Constraints or opportunities
Output
A growth loops analysis including:
Ranked evaluation of all 5 loop types for your product
Recommended primary growth loop with implementation plan
Secondary loops to layer over time
Key metrics and measurement framework
30-60-90 day implementation roadmap
Potential loop coefficient and growth projections
Framework
Based on growth loops research by Ognjen Bošković. Focuses on compounding user acquisition through built-in, product-native sharing and collaboration mechanisms.
Tips
Start with one loop and master it before adding complexity
Viral loops compound fastest but take time to build
Collaboration loops create strongest retention and LTV
Measure loop health weekly during optimization phase
Combine loops for multiplicative effect once operating at scale
Further Reading
Files
- ATTRIBUTION.mdAdded by AutoGineer859 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md5.7 KiB
ATTRIBUTION.md
Attribution
This folder is an unmodified copy of the Agent Skill "growth-loops", distributed by AutoGineer (https://autogineer.com/agent-skills).
Commit: 2a12295a7717569baa7be181b4cfebe3ca38a6bb
Created by: Pawel Huryn (https://github.com/phuryn)
Publisher: Pawel Huryn (https://github.com/phuryn)
Licence: MIT License (https://github.com/phuryn/pm-skills/blob/2a12295a7717569baa7be181b4cfebe3ca38a6bb/LICENSE)
Licence evidence: repository licence LICENSE
Retrieved: 2026-11-07
The skill's own files are unmodified copies. AutoGineer is not affiliated with or endorsed by the author or the publisher.
Files added by AutoGineer
ATTRIBUTION.md: this file, written by AutoGineer
LICENSE: copied from LICENSE
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Security
No issues found by our static scan· No issues found
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Attribution and licence
- Created by
- Pawel Huryn
- Publisher
- Pawel Huryn (Community)
- Source
- phuryn/pm-skills · pm-go-to-market/skills/growth-loops · commit 2a12295
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by Pawel Huryn.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download growth-loops.zip