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Found 3 Skills
When the user wants to design, prioritize, or analyze growth experiments -- including A/B tests, hypothesis frameworks, ICE/RICE scoring, or growth sprints. Also use when the user says "A/B test," "experiment design," "growth sprint," "experiment prioritization," or "statistical significance." For analytics setup, see product-analytics. For growth modeling, see growth-modeling.
Design a growth model with compound effect. Use it when you've been doing something for a long time but growth is slow and you want to give up, or when you want your efforts to produce the effect of "getting faster the more you do". Core methods: Find the fulcrum (verify causal relationship) → Design a reinforcing loop (A enhances B, and B in turn enhances A) → Persist until the milestone. Not applicable to one-time tasks, short-term projects, or events with unclear causal relationships. Key trigger signals: "Why haven't I seen results after doing this for so long?" "Should I keep going?" "How to accelerate growth?"
Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, selecting growth models (PLG vs sales-led vs community-led), allocating marketing budgets, building marketing teams, or when user mentions CMO, brand strategy, growth model, CAC, LTV, channel mix, or marketing ROI.