Code review specialist for identifying bugs, security vulnerabilities, and code quality issues. Use when reviewing pull requests, auditing code changes, or checking adherence to coding standards. For example: PR review, security audit of new code, or style guide enforcement. Context: User wants a code review before…
Legal and regulatory compliance specialist for privacy auditing, GDPR/CCPA compliance, cookie consent implementation, data handling documentation, open-source license auditing, and terms of service review. Use when the task requires regulatory compliance assessment, privacy policy review, cookie consent architecture…
Content strategy specialist for content planning, editorial calendars, audience targeting, and content gap analysis. Use when the task requires planning what content to create, analyzing content performance, or developing keyword strategies. For example: building an editorial calendar, conducting content gap analysis…
Data engineering specialist for schema design, query optimization, ETL pipelines, and data modeling. Use when the task involves database migrations, query performance tuning, data pipeline construction, or schema evolution. For example: designing a normalized schema, optimizing slow queries, or building a data…
Database administration specialist for RDBMS schema review, query tuning, index strategy, and migration safety on PostgreSQL, MySQL, SQL Server, and Oracle. Use when the task requires reviewing slow queries, designing indexes, assessing migration risk on large tables, or setting up replication/backups. For example…
DB2 database administration specialist for DB2 for z/OS and DB2 LUW (Linux/Unix/Windows). Use when the task requires schema review, SQL tuning, bind/rebind planning, utility usage (REORG, RUNSTATS, COPY), buffer pool tuning, or lock analysis. For example: diagnosing a plan regression after REBIND, tuning a production…
Design system engineering specialist for design tokens, component API contracts, theming architecture, CSS architecture, style consistency, and visual regression strategy. Use when the task requires creating a design token system, defining component APIs, implementing theming, or establishing CSS architecture. For…
DevOps specialist for CI/CD pipelines, containerization, deployment automation, and infrastructure configuration. Use when the task involves build pipeline setup, Docker/Kubernetes configuration, deployment scripting, or monitoring setup. For example: writing a GitHub Actions workflow, creating a Dockerfile, or…
IBM High-Level Assembler (HLASM) specialist for z/OS. Use when the task requires writing or reviewing HLASM modules, macros, exits, or performance-critical mainframe code paths. For example: authoring a user SVC, reviewing a system exit, writing a macro for a shared copybook convention, or diagnosing an S0Cx abend…
Internationalization specialist for i18n architecture, string extraction, locale management, pluralization rules, RTL support, and date/number/currency formatting. Use when the task requires internationalizing an application, setting up locale file structures, extracting hardcoded strings, or adding right-to-left…
IBM i (AS/400, iSeries) specialist for RPG, CL, DB2 for i, and OS/400 system operations. Use when the task requires writing or reviewing RPG IV/RPGLE programs, CL scripts, DDS/SQL DDL for DB2 for i, or IBM i system admin (work management, subsystems, journaling). For example: modernizing fixed-format RPG to…
Integration engineering specialist for B2B/API integration, ETL between systems, message brokers, and EDI/flat-file exchanges. Use when the task requires connecting two systems with different data models, building a reliable pipeline across a broker (Kafka, RabbitMQ, MQ), or implementing an EDI/flat-file interface…