What problem does it solve? Founders often commit significant resources to product ideas before validating whether customers actually want them, whether the solution is usable and feasible, and whether the business model is viable. This Skill structures continuous product discovery so uncertainty is burned down with cheap tests before large commitments are made. ## Core Features & Use Cases - Opportunity Mapping: Maps desired outcomes to customer opportunities with evidence, confidence scores, and decision implications. - Assumption Testing: Prioritizes the assumptions driving the most outcome variance and designs the cheapest decision-relevant tests. - Risk-Adjusted Decisioning: Ranks options by constraint compliance, confidence-weighted value, time-to-value, and reversibility, with escalation rules for regulated or high-stakes decisions. - Use Case: A founder asks whether to build a new feature. The agent loads company context, industry profile, and the business digital twin, compares at least three feasible options against the counterfactual, and recommends the highest confidence-weighted option with a monitoring plan and stop conditions. ## Quick Start Use continuous product discovery to evaluate whether we should invest in this new feature idea given our cash and capacity limits.
