Marketplace

Design data governance frameworks: data classification, lineage tracking, access policies, retention, and compliance mapping.

Find and safely remove dead code: unreachable branches, unused exports, orphaned files, and stale configuration.

Manage API and feature deprecations safely: sunset timelines, migration guides, usage tracking, and forced upgrade paths.

Design and implement design systems: token architecture, component APIs, documentation patterns, and governance.

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

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

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

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

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

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

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.

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

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

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

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

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.

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

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

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.

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.

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.

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