bookforge-activation-funnel-diagnosticUse this skill to diagnose where in an activation funnel users drop off and decide between removing friction or adding 'positive friction' (guided steps) to...
Install via ClawdBot CLI:
clawdbot install quochungto/bookforge-activation-funnel-diagnosticGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/bookforge-ai/bookforge-skills/tree/main/books/hacking-growth/Audited Apr 18, 2026 · audit v1.0
Generated May 13, 2026
A B2B SaaS company notices many users sign up but never complete the first meaningful action, like creating a project or generating a report. The funnel diagnostic identifies where users drop off and recommends whether to simplify or add guided steps.
An e-commerce site has high cart abandonment rates during checkout. The skill maps the funnel from product page to purchase completion, pinpoints the highest drop-off step, and suggests friction removal or positive friction to improve conversion.
A social platform struggles with users signing up but not returning. The diagnostic analyzes the onboarding flow to the aha moment (e.g., following 30 accounts), identifies bottlenecks, and recommends interventions like better recommendations or guided steps.
A fintech app sees users download the app but fail to complete account setup or first deposit. The skill examines the activation funnel, leverages survey data to understand friction, and proposes experiments to improve first-run experience.
A marketplace platform needs both buyers and sellers to reach their aha moments (first transaction). The diagnostic evaluates the funnel for each side, identifies cross-channel drop-offs, and recommends targeted experiments to boost activation for both segments.
For subscription-based products, improving activation directly increases retention and reduces churn. The skill helps identify where users fail to reach core value, allowing product teams to optimize the onboarding flow for long-term engagement.
Freemium models rely on converting free users to paid. Activation diagnostic ensures free users experience the aha moment quickly, increasing the likelihood of upgrade. It also helps reduce drop-off at trial expiration or feature gating points.
For transactional platforms like e-commerce or marketplaces, activation means completing the first transaction. The skill reduces funnel abandonment, increasing completed purchases per visitor, which directly boosts gross merchandise value and revenue.
💬 Integration Tip
Ensure the aha moment is defined before using this skill by optionally running north-star-metric-selector. Prepare funnel metrics CSV with step-by-step conversion data for accurate analysis.
Scored May 13, 2026
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