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Data

Growth Loops

Growth Loops is a Data skill for Claude Code, published by phuryn in pm-skills.

25.2K stars2.7K forkson phuryn/pm-skillsAdded 2026/08/14Repository updated 2026/07/03

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agent-skill-repositoryagent-skillsagentic-skillsclaude-code-marketplaceclaude-code-pluginsclaude-cowork-pluginproduct-management

Install in seconds

Install Growth Loops

Copy Growth Loops into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/growth-loops ~/.claude/skills/growth-loops

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/phuryn/pm-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: pm-go-to-market/skills/growth-loops/SKILL.md in phuryn/pm-skills
Installs to: ~/.claude/skills/growth-loops
Collection: One of 25 skills cataloged from this repository
Category: Data — 668 skills

What Growth Loops does

Growth Loops identifies and evaluates five loop types (viral, usage, collaboration, user-generated, referral) to design sustainable product-led growth. Use it when building growth mechanisms, reducing paid acquisition, or analyzing competitor strategies.

Growth Loops is cataloged under Data on DirSkills. Growth Loops comes from a repository tagged agent-skill-repository, agent-skills, agentic-skills, claude-code-marketplace and claude-code-plugins.

Documentation

README

Excerpt

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

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Growth Loops

What else does phuryn publish alongside Growth Loops?
Growth Loops is one of 25 skills that DirSkills catalogs from phuryn/pm-skills, the repository it ships in. Its siblings there include A/B Test Analysis, Beachhead Segment and Brainstorm Team OKRs. Each one is a separate skill with its own page in this directory, installs the same way Growth Loops does, and is maintained by phuryn in that same repository. The rest of the collection is listed on the phuryn/pm-skills page.
How does Growth Loops compare to other Data skills?
Growth Loops ranks #72 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Growth Loops against them. Open each page to compare what they document and how they install.

More from phuryn/pm-skills

Growth Loops is one of 25 skills cataloged on DirSkills from phuryn/pm-skills.

See all 25 skills →

A/B Test Analysis

A/B Test Analysis evaluates A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when interpreting split test data, checking if a test reached significance, or deciding whether to ship a variant.

Beachhead Segment

Beachhead Segment identifies the first beachhead market segment for a product launch by evaluating segments against burning pain, willingness to pay, winnable market share, and referral potential. Use it when choosing a first market, targeting an initial customer segment, or planning market entry strategy.

Brainstorm Team OKRs

Brainstorm Team OKRs generates three alternative OKR sets aligned with company strategy, each with a qualitative objective and three measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.

Cohort Analysis

Cohort Analysis helps analyze user engagement and retention patterns by cohort to identify trends in user behavior, feature adoption, and long-term engagement. Use it when studying retention curves, feature adoption over time, churn patterns, or engagement trends.

Competitive Battlecard

Competitive Battlecard creates sales-ready battlecards comparing your product against a specific competitor, including positioning, feature comparison, objection handling, and win/loss patterns. Use it when preparing sales teams, creating competitive materials, or answering 'why not competitor X?'

Create PRD

Create PRD guides an agent through writing a Product Requirements Document using an 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. Use it when drafting a PRD, documenting product requirements, preparing a feature spec, or reviewing an existing PRD.

More Data skills

Growth Loops is one of 668 Data skills cataloged on DirSkills, ranked #72 by stars among them.

Browse all Data skills →

Benchmark Methodology

Benchmark Methodology scores competitors across nine weighted dimensions using explicit 1–5 rubrics and a tension plot. Use it after competitive-platform-analysis to produce comparable, evidence-anchored profile cards for a competitive report.

Jupyter Notebook

Jupyter Notebook provides a stateful Python REPL via a live Jupyter kernel (hamelnb) so variables persist across executions. Use it for iterative data exploration, API inspection, and complex code development.

Solana

Solana queries wallets, token holdings, transactions, NFTs, whale transfers, and network stats on the Solana blockchain with USD pricing via CoinGecko. Use it when you need to inspect an address, verify a transaction, check token metadata or prices, or monitor network health.