alexe-ev

Analyze and structure findings from usability testing sessions into prioritized, actionable design recommendations. Use this skill after usability testing to turn observations into improvements.

Design and populate a product knowledge base that preserves context, decisions, and institutional knowledge. Use this skill when a team loses time to repeated questions, onboarding gaps, or forgotten decisions.

Build and prioritize a feature or initiative roadmap using structured frameworks. Use this skill when a team has a backlog or list of initiatives and needs a coherent, prioritized plan.

Identify which assumptions in a forecast or business case have the most impact on the outcome. Use this skill when a team needs to understand the risk profile of a plan and which variables deserve the most attention.

Evaluate AI model capabilities, limitations, and trade-offs relevant to a product decision. Use this skill when a team needs to understand what an AI model can and cannot reliably do for their use case.

Structure and facilitate a product or delivery retrospective to extract learning and improve team practices. Use this skill when a team needs to reflect on a completed cycle, launch, or experiment and turn observations into action.

Establish or audit tooling stacks and documentation practices for product teams. Use this skill when a team's tools or documentation are creating friction or inefficiency.

Analyze the competitive landscape and define a clear positioning and differentiation angle for the product. Use this skill when a team needs to understand how they stand out and why customers should choose them.

Establish a feedback intake and triage system that routes insights to the right product teams. Use this skill when a team needs a reliable system for processing incoming customer feedback.

Evaluate and prioritize strategic bets — high-uncertainty, high-potential initiatives — against business goals and risk tolerance. Use this skill when a team needs to decide which big bets to pursue, pause, or stop.

Audit whether a product experiment was designed and run in a way that makes the result trustworthy. Use this skill when the user wants to check for issues such as peeking, invalid stopping logic, traffic imbalance, contamination, or other threats to validity.

Plan the event tracking and instrumentation needed to measure product behavior and support analytics. Use this skill when a feature is being built and the analytics implementation needs to be defined before development.