{"skill":{"slug":"bookforge-traction-channel-testing","displayName":"Traction Channel Testing","summary":"Design and run cheap validation tests for customer acquisition channels before committing budget. Use whenever a startup founder, growth marketer, or product...","tags":{"ab-testing":"1.0.0","bookforge":"1.0.0","channel-testing":"1.0.0","customer-acquisition-cost":"1.0.0","growth-metrics":"1.0.0","latest":"1.0.0","startup-growth":"1.0.0"},"stats":{"comments":0,"downloads":41,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1777288060819,"updatedAt":1777288309784},"latestVersion":{"version":"1.0.0","createdAt":1777288060819,"changelog":"Initial release of the traction-channel-testing skill.\n\n- Enables rapid, low-cost validation tests for specific customer acquisition channels before committing major budget.\n- Guides users to gather key requirements: specific channel, minimum test budget, clear traction goal, and tracking setup.\n- Emphasizes the importance of tracking/reporting infrastructure before any channel test.\n- Provides a structured process: verification, 4-question validation test design, volume calculation, execution, and decision-making.\n- Supports roles such as startup founders and growth marketers aiming to measure CAC, LTV, channel performance, and detect saturation.\n- Helps prevent wasted effort on untracked, unproven, or unsuited acquisition channels.","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}