{"skill":{"slug":"bookforge-viral-loop-designer","displayName":"Viral Loop Designer","summary":"Use this skill to design a viral or referral loop for a post-PMF product by extracting the PATTERN (not the tactic) from canonical case studies — Dropbox bil...","tags":{"bookforge":"1.0.0","latest":"1.0.0","tags:":"1.0.0"},"stats":{"comments":0,"downloads":80,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1776148624682,"updatedAt":1776149813148},"latestVersion":{"version":"1.0.0","createdAt":1776148624682,"changelog":"Initial release of the Viral Loop Designer skill.\n\n- Provides structured design of viral/referral loops for post-PMF products, focused on adapting proven patterns (Dropbox, Hotmail, Airbnb, LinkedIn) to each product.\n- Assesses viral capability, classifies the mechanism type (word-of-mouth, instrumented virality, or embedded referral), and matches the best-fit pattern.\n- Models K-factor and viral cycle time, producing a loop diagram in viral-loop-design.md.\n- Generates a tailored referral-test-plan.md for experiment execution.\n- Flags the viral spam trap to help avoid brand-damaging referral programs.\n- Requires a product brief and optionally analyzes existing referral data.","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}