growth-loops SKILL.md skillA

growth-loops from vandanaajaydubey111/great-pm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vandanaajaydubey111/great-pm/growth-loops@git:20260721.86de099

Pins git:20260721.86de099 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vandanaajaydubey111/great-pm
Path
skills/growth-loops/SKILL.md
Versions recorded
1
Latest version
git:20260721.86de099, committed Jul 21, 2026
Size
12,186 bytes
Repository stars
3
License
MIT

Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

> **Provenance.** Vendored from `phuryn/pm-skills@growth-loops` (MIT, Paweł Huryn / Product Compass — github.com/phuryn/pm-skills). Adapted into great-pm 2026-05-29 with attribution. Host agent: gtm-strategist.
# 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vandanaajaydubey111/great-pm/growth-loops@sha256:fed4f7abeef881de

The line at the top of this page pins the label git:20260721.86de099, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_v62efvnkm2e5z7u6.svg)](https://markdownregistry.com/a/art_v62efvnkm2e5z7u6)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 21, 2026.

versioncommittedcommitsizeaudit
git:20260721.86de099 latest2026-07-21 86de099 12,186 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12186 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

vandanaajaydubey111/great-pm · 3 stars · license MIT · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_v62efvnkm2e5z7u6
GET https://markdownregistry.com/api/v1/resolve?ref=vandanaajaydubey111/great-pm/growth-loops
GET https://markdownregistry.com/api/v1/blob/fed4f7abeef881def8aee51ff24d01cc67503d7f158aea830ded542fa6fa09e8

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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