{"skill":{"slug":"bookforge-viral-growth-loop-design","displayName":"Viral Growth Loop Design","summary":"Design and measure viral growth loops using the viral coefficient (K-factor), viral loop type taxonomy, and cycle time optimization. Use whenever a startup f...","tags":{"bookforge":"1.0.0","growth-metrics":"1.0.0","latest":"1.0.0","network-effects":"1.0.0","referral-programs":"1.0.0","startup-growth":"1.0.0","viral-marketing":"1.0.0"},"stats":{"comments":0,"downloads":41,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1777288073761,"updatedAt":1777288307608},"latestVersion":{"version":"1.0.0","createdAt":1777288073761,"changelog":"Initial release supporting viral growth loop design and measurement:\n\n- Enables product teams to classify viral loop types (7 kinds) and match to product context.\n- Guides measurement and calculation of the viral coefficient (K-factor) including component breakdowns (invite, click-through, signup rates).\n- Offers structured process for detecting and optimizing viral loop bottlenecks, with an emphasis on cycle time improvement.\n- Provides practical safeguards against common viral mistakes and ensures viral is used appropriately per Bullseye framework selection.\n- Suitable for startups, growth marketers, and product leads designing or troubleshooting viral/referral features.","license":"MIT-0"},"metadata":{"os":null,"systems":null},"owner":{"handle":"quochungto","userId":"s176b6gfk8djgcz320d83ta4e184bx1v","displayName":"Hung Quoc To","image":"https://avatars.githubusercontent.com/u/88069966?v=4"},"moderation":null}