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Use before restructuring working code across multiple files: produces a stepwise refactor plan with risk scores, verification, and rollback points.

Design reliable async job processing: queue selection, retry strategies, dead letter queues, and idempotency guarantees.

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

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

Manage WordPress in all popular forms: wp-cli for self-hosted, REST API for headless, Gutenberg block manipulation, plugin/theme management, and performance hardening.

Diagnose Core Web Vitals with field and lab data and produce an impact-ranked optimization plan. Use for slow pages, LCP/INP/CLS issues, or perf regressions.

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

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

Use when adding tests to existing code or after a bug fix: derives high-value cases from branches, boundaries, and bug history, then writes the suite.

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

Design support ticket triage workflows: severity classification, routing rules, escalation paths, and SLA management.

Deploy and run a SearXNG meta-search instance for AI agents to query the live web: Docker setup, engine configuration, API integration, and result parsing.

Implement search functionality: full-text search, faceted filtering, typo tolerance, relevance tuning, and search analytics.

Generate typed SDK clients from API specifications: language-specific patterns, auth handling, pagination, and error mapping.

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

Systematically test layouts across viewports, breakpoints, zoom, and orientation, then fix breakage. Use before shipping UI or when a layout breaks on a device.

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

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

Establish performance budgets: Core Web Vitals targets, bundle size limits, runtime budgets, and enforcement strategies.

Design and configure monorepo structures: workspace setup, package boundaries, dependency management, and CI optimization.

Design GraphQL schemas: type design, N+1 prevention, pagination patterns, mutation design, and schema evolution.

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

Design event-driven systems: event schema design, broker selection, idempotency, ordering guarantees, and event sourcing.

Audit error handling across a codebase: unhandled rejections, swallowed exceptions, missing retries, and inconsistent error types.