cold-start-problem
The cold-start-problem skill provides a framework for launching and scaling networked products, such as marketplaces and social apps, by focusing on atomic networks, hard-side acquisition, and density-based growth metrics.
Is cold-start-problem safe to install?
Safe to install: our audit of cold-start-problem's source files found 0 shell commands, 0 external URLs, no file writes (none risk). Every command and URL listed appears verbatim in the skill's source. The skill provides a conceptual framework and text-based guidance. It does not execute code, access the internet, or modify local files.
How we audit skills: our security review methodology.
Who is this skill for?
Founders, product managers, and growth teams building marketplaces, social platforms, or collaboration tools that rely on network effects.
What can you do with it?
- Diagnosing stalled network growth
- Sequencing launch tactics for new markets
- Identifying and solving for the hard side of a network
- Defining and instrumenting magic moments for user activation
- Evaluating launch plans using a 0-10 scoring system
How good is this skill?
Quality score: 5/10. The skill is well-structured and provides a clear, actionable framework. It lacks automated tool capabilities, which limits its utility as an autonomous agent skill but maintains high utility as a knowledge-based assistant.
What does the skill file contain?
# The Cold Start Problem A framework for starting and scaling products that live or die by network effects — marketplaces, social apps, messaging, and collaboration tools — distilled from Andrew Chen's *The Cold Start Problem*. Use it to launch products that are worthless until other users show up, to sequence growth network by network, and to navigate the five stages: the cold start, the tipping point, escape velocity, hitting the ceiling, and the moat. ## Core Principle **Network effects start as a liability, not an asset.** Value lives in connections between users, and on day one there a...
Frequently asked questions
How does the skill measure the success of a launch plan?
It uses a 0-10 scoring system based on criteria such as the definition of an atomic network, hard-side focus, tipping playbooks, and density metrics.
What is an atomic network?
An atomic network is the smallest group of users that is stable and self-sustaining, allowing the product to deliver its core value.
How should I handle the hard side of my network?
Identify the users who perform the most work, such as creators or sellers, and build pro workflows, economics, and incentives for them before focusing on the easy side.
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