Growth Loops
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.
Overview
This product management agent skill comes from phuryn/pm-skills. It supports go to market workflows and packages a repeatable PM method in SKILL.md format for compatible AI agents.
Use Cases
Install Notes
# Review source first
open https://github.com/phuryn/pm-skills/blob/main/pm-go-to-market/skills/growth-loops/SKILL.mdCopy or clone the skill folder into your agent skills directory after reviewing its instructions.
Security Notes
Review the SKILL.md file and any referenced assets before installation. Product management skills can influence strategy, planning, and business documents, so validate outputs before use.
Related Skills
Cohort Analysis
phuryn/pm-skills
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.
Positioning Ideas
phuryn/pm-skills
Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale. Use when developing product positioning, differentiating from competitors, or crafting brand positioning strategy.
Retro
phuryn/pm-skills
Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.
Test Scenarios
phuryn/pm-skills
Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.
Prioritize Assumptions
phuryn/pm-skills
Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each. Use when triaging a list of assumptions, deciding what to test first, or applying the assumption prioritization canvas.
Customer Journey Map
phuryn/pm-skills
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user journey.