Creator of PM Skills Marketplace, an open-source collection of product management AI workflows.
Turns competitor research, win/loss evidence, and positioning notes into a sales battlecard with comparison, where we win, where they win, objections, landmines, and proof points.
Creates an eight-section PRD covering context, problem, audience, objective, success metrics, value proposition, solution, release scope, assumptions, and open questions.
Converts features, designs, and PRD context into small user stories using the 3 Cs and INVEST criteria, with testable acceptance criteria, edge cases, and sprint-readiness notes.
Turns a messy backlog of feature ideas and customer requests into a ranked recommendation with visible evidence, trade-offs, validation gaps, and what to defer.
Generate customer-facing release notes from Jira, Linear, PRDs, Git logs, and changelogs with user benefits, categories, and action notes.
Reads experiment results, sample size, conversion changes, guardrail metrics, and business context to recommend a clear ship, stop, or continue decision.
Rewrites a feature list into an outcome-focused roadmap with customer outcomes, business impact, success metrics, assumptions, sequencing notes, and decision guardrails.
Reviews dashboard definitions, freshness, filters, owners, source systems, and obvious contradictions so teams know whether the numbers are safe to use.