afrexai-product-managerComplete product management system — discovery, prioritization, roadmapping, metrics, and cross-functional leadership. Use when building products, running di...
Install via ClawdBot CLI:
clawdbot install 1kalin/afrexai-product-managerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://afrexai-cto.github.io/context-packs/Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A B2B SaaS startup needs to validate product-market fit before building. Use the discovery phase to conduct user interviews and fake door tests to gauge demand, then apply RICE+ to prioritize the first MVP features based on validated user pains and business impact.
An established enterprise software company wants to modernize its legacy product. Use the health check to assess current PM practices, then run discovery interviews with current and churned users to identify critical pain points, and prioritize features using the RICE+ framework to align with strategic goals.
An e-commerce platform plans to introduce new personalization features. Apply the discovery cadence to interview shoppers and analyze behavior patterns, validate solutions with prototype testing, and use prioritization to balance effort against potential revenue impact from the north star metric.
A healthcare startup is building a patient monitoring app. Use the strategy brief to define target customers and differentiation, conduct rigorous discovery with patients and providers to validate problems, and prioritize features based on RICE+ scores considering regulatory risks and user safety.
A non-profit organization aims to scale its digital outreach program. Employ the product strategy phase to clarify mission and success metrics, run discovery interviews with beneficiaries to understand needs, and use prioritization to allocate limited resources effectively for maximum social impact.
Charge customers a recurring fee for access to the product. Use the strategy brief to define pricing tiers and target segments, and apply metrics discipline to track churn and lifetime value as key indicators for growth and retention.
Offer a free basic version to attract users and convert them to paid plans for advanced features. Leverage discovery to identify which features drive conversions, and use prioritization to focus on high-impact upsell opportunities that align with user needs.
Generate revenue by taking a commission on transactions between buyers and sellers. Apply the product strategy to define the moat type (e.g., network effects), and use discovery to understand pain points on both sides to improve platform engagement and transaction volume.
💬 Integration Tip
Integrate this skill by starting with the health check to assess current practices, then follow the phased methodology from strategy to discovery and prioritization for structured decision-making.
Scored Apr 19, 2026
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