Marketplace

Manage AI agent products: capability roadmaps, eval-driven development, safety reviews, user trust, and launch criteria.

Use when API reference docs must be generated or updated from source code, with verified schemas, runnable examples, and complete error catalogs.

Design API products: endpoint design for developer experience, versioning strategy, rate tiers, and ecosystem growth.

Analyze customer churn: cohort analysis, churn signals, at-risk scoring, retention experiments, and win-back strategies.

Conduct systematic competitor analysis: feature matrices, positioning maps, moat assessment, and strategic gap identification.

Design statistically rigorous A/B tests: hypothesis formation, sample size calculation, metric selection, and guardrail setup.

Design accessibility programs: WCAG compliance, assistive tech support, testing workflows, and disability inclusion.

Use when a diff, commit log, or changelog must become polished release notes tailored to end users, developers, or internal stakeholders.

Build outcome-driven product roadmaps: theme identification, dependency mapping, capacity planning, and stakeholder communication.

Write clear technical specifications: RFC format, design alternatives, tradeoff analysis, and review-ready formatting.

Synthesize user research interviews into actionable insights: affinity mapping, theme extraction, and opportunity prioritization.

Use when a feature or epic needs decomposition into a prioritized story map with user stories, acceptance criteria, and end-to-end release slices.

Use when a rough feature idea or request needs to become a complete, testable PRD with scoped requirements, success metrics, and open questions.

Design pricing strategies: value-based pricing, tier design, usage-based models, competitive positioning, and margin analysis.