alexe-ev

Audit the current state of product processes to identify bottlenecks, inconsistencies, and improvement opportunities. Use this skill when a product team wants to understand where their operating model is breaking down.

Recommend what to do after an experiment based on the result quality, effect size, and business context. Use this skill when the user has a completed experiment and needs a practical product decision such as roll out, rerun, iterate, segment-rollout, or reject.

Plan and execute a stakeholder alignment process for a product decision or initiative. Use this skill when a team needs to build genuine alignment — not just sign-off — across multiple stakeholders.

Structure the trade-off decision between addressing technical debt and delivering new product value. Use this skill when a team needs to make explicit, principled decisions about when and how to invest in technical debt reduction.

Define non-functional requirements (performance, security, scalability, accessibility, compliance) for a product initiative. Use this skill when product requirements are functional but non-functional constraints haven't been specified.

Define a clear strategic positioning statement that articulates where the product plays, who it serves best, and what makes it the right choice for that segment. Use this skill when the team needs to anchor strategy in a specific market position.

Structure and communicate product decisions and trade-offs in a way that builds alignment and trust. Use this skill when a team needs to communicate a difficult or significant product decision.

Establish governance practices for responsible AI development including fairness, transparency, and accountability. Use this skill when a team building AI features needs a governance framework for responsible development.

Analyze and recommend pricing structures and packaging options aligned with value delivery and business goals. Use this skill when a team needs to make or review pricing and packaging decisions.

Evaluate the current pricing model against customer behavior, competitive context, and business goals to identify structural improvements. Use this skill when pricing may be limiting growth or not capturing full value.

Apply a structured prioritization framework (RICE, MoSCoW, ICE, opportunity scoring, etc.) to rank initiatives or features. Use this skill when a team needs to move from a backlog of ideas to a prioritized, rationale-backed list.

Design product packaging tiers that align value delivery with willingness to pay and strategic segment goals. Use this skill when a product needs tiered packaging (free/starter/pro/enterprise) or when existing tiers need restructuring.