Diagnoses a product's network growth stage and identifies its atomic network.
npx skills add https://github.com/risingdream/roundtable --skill rt-chen
Please help me install this Agent Skill. Skill: rt-chen Source: https://github.com/risingdream/roundtable/tree/main/skills/growth/rt-chen Command: npx skills add https://github.com/risingdream/roundtable --skill rt-chen
This Skill helps you diagnose and overcome growth limits in network effects businesses by identifying the atomic network and mapping what stage your product is in.
Ask: "As Andrew Chen, what is our atomic network, what stage are we in, and what metrics should we track to reach the tipping point?"
High-intent search queries and answers about installing and using this skill.
Identifying the atomic network requires pinpointing the smallest viable network topology that delivers real value and can be replicated. This Skill diagnoses your specific network mechanics to define that fundamental unit and overcome cold start friction.
Tracking metrics to reach the tipping point requires monitoring supply-side constraints and acquisition engagement. This Skill provides metric-focused guidance to map your current growth stage and articulate the specific economic effects needed for escape velocity.
Scaling a platform to avoid a network growth ceiling involves diagnosing whether you are in the tipping point, escape velocity, or ceiling stage. This Skill helps formulate a staged strategy to prevent ceiling panic growth mistakes and build moats.
Distinguishing viral loops from network effects requires analyzing your supply side and specific acquisition mechanics. This Skill clarifies these differences by interpreting your network topology and articulating the underlying economic engagement effects.
This approach works for marketplaces, platforms, and communication or community products. It diagnoses network growth stages across these varied topologies to produce actionable scaling strategies tailored to your specific architecture.
Focusing on moat formation is necessary when your product reaches the ceiling stage of network growth. This Skill diagnoses your current position to determine when to shift from expansion strategies to building defensive moats.
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