Product

Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions.

Plan sprints and iterations, break down work into tickets, refine backlog, check capacity. Use when planning a sprint, creating tickets from a spec, refining backlog, or writing good ticket titles and acceptance criteria.

Structure reports from analytics data for different audiences. Use when writing data reports, analytics summaries, or metric reports for exec, product, or eng — what to include (summary, metrics, trends, recommendations), tables and narrative.

Define, track, and analyze product metrics with frameworks for goal setting and dashboard design. Use when setting up OKRs, building metrics dashboards, running weekly metrics reviews, identifying trends, or choosing the right metrics for a product area.

Draft stakeholder updates tailored to audience — executives, engineering, customers, or cross-functional partners. Use when writing weekly status updates, monthly reports, launch announcements, risk communications, or decision documentation.

Structure project, sprint, or initiative progress reports. Use when writing progress reports that pull from work, comms, data, and research — what to include (shipped, in progress, blocked, risks, team), format by audience.

Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing features, mapping dependencies, choosing between Now/Next/Later or quarterly formats, or presenting roadmap tradeoffs to stakeholders.

Analyze competitors with feature comparison matrices, positioning analysis, and strategic implications. Use when researching a competitor, comparing product capabilities, assessing competitive positioning, or preparing a competitive brief for product strategy.

Synthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities.