community-catalystlisted
Install: claude install-skill varunk130/ai-gtm-skill-library
# Community Catalyst (LOOP Engine)
Design the mechanisms that make your product grow itself through product experience, community engagement, and viral mechanics.
## When to Use
- PLG motion design
- Community program launch
- Referral program design
- Developer ecosystem strategy
- Growth loop optimization
## What You'll Need
**Critical inputs (ask if not provided):**
- Product and its core use case
- Current growth motion (sales-led, PLG, hybrid)
- Target user persona
**Nice-to-have:**
- Journey Architect output (Gates 5-7 for post-sale experience)
- Current product metrics (signups, activation, retention)
## Process
### Step 1: PLG Readiness Assessment
Score your product on 8 dimensions (1-5 each):
| Dimension | Question | Score Guide |
|-----------|---------|-------------|
| Self-serve signup | Can users start without talking to sales? | 1=must talk to sales, 5=instant signup |
| Time-to-value | Can users see value in under 5 minutes? | 1=days/weeks, 5=under 5 minutes |
| Freemium viability | Is a free tier sustainable? | 1=no, 5=natural free tier exists |
| Network effects | Does product improve with more users? | 1=no, 5=strong network effects |
| Collaboration | Does usage naturally involve inviting others? | 1=solo use, 5=inherently collaborative |
| Integration distribution | Does product plug into existing workflows? | 1=standalone, 5=deep integrations |
| Data personalization | Can the product self-optimize with usage? | 1=static, 5=gets smarter over time |