Schema design patterns, indexing strategies, partitioning, replication topologies, migration procedures, and performance tuning. Trigger: "database architecture", "schema design", "indexing", "partitioning", "replication", "database migration".

Transforms metrics into meaning through comparison framing, magnitude communication, and evidence-driven narratives. Trigger: "make the data speak", "data story", "metrics narrative".

Transforms metrics into meaning through comparison framing, magnitude communication, and evidence-driven narratives. Trigger: "make the data speak", "data story", "metrics narrative".

Design relational schemas using normalization forms, strategic denormalization, polymorphic associations, soft delete with audit trails, and temporal data patterns. Covers PostgreSQL and the ORM layer (Prisma / TypeORM).

Design relational schemas using normalization forms, strategic denormalization, polymorphic associations, soft delete with audit trails, and temporal data patterns. Covers PostgreSQL and the ORM layer (Prisma / TypeORM).

Schema design with normalization, denormalization strategies, and data evolution patterns. Trigger: "design data model", "schema design", "database schema", "data modeling", "entity relationship".

Schema design with normalization, denormalization strategies, and data evolution patterns. Trigger: "design data model", "schema design", "database schema", "data modeling", "entity relationship".

Database schema, migration history, and entity relationship analysis. Trigger: "analyze data model", "schema review", "database structure", "entity relationships".

Database schema, migration history, and entity relationship analysis. Trigger: "analyze data model", "schema review", "database structure", "entity relationships".

Data catalog design, ownership models, classification schemes, retention policies, and privacy compliance for data platforms. Trigger: "data governance", "data catalog", "data ownership", "data classification", "retention", "GDPR", "privacy".

Data catalog design, ownership models, classification schemes, retention policies, and privacy compliance for data platforms. Trigger: "data governance", "data catalog", "data ownership", "data classification", "retention", "GDPR", "privacy".

Data pipeline architecture, ingestion patterns, orchestration design, data quality frameworks, and lineage tracking. Trigger: "data engineering", "data pipeline", "ingestion", "ETL", "ELT", "data quality", "lineage".

Data pipeline architecture, ingestion patterns, orchestration design, data quality frameworks, and lineage tracking. Trigger: "data engineering", "data pipeline", "ingestion", "ETL", "ELT", "data quality", "lineage".

Design and implement production-grade CSS architecture: design token systems, CSS Layers (@layer), @scope, container queries, Tailwind v4 config, dark mode strategy, component scoping. Use when user asks to "design CSS architecture", "set up design tokens", "organize styles", or "configure Tailwind".

Design and implement production-grade CSS architecture: design token systems, CSS Layers (@layer), @scope, container queries, Tailwind v4 config, dark mode strategy, component scoping. Use when user asks to "design CSS architecture", "set up design tokens", "organize styles", or "configure Tailwind".

Effort inductors analysis, scope driver identification, team composition planning, and risk-adjusted timeline estimation. Trigger: "cost estimation", "effort estimation", "scope drivers", "team composition", "timeline", "sizing".

Effort inductors analysis, scope driver identification, team composition planning, and risk-adjusted timeline estimation. Trigger: "cost estimation", "effort estimation", "scope drivers", "team composition", "timeline", "sizing".

Crafts value propositions, calls to action, and technical summaries that drive decisions. Trigger: "value proposition", "call to action", "elevator pitch", "technical summary".

Crafts value propositions, calls to action, and technical summaries that drive decisions. Trigger: "value proposition", "call to action", "elevator pitch", "technical summary".

Manages session context, token budgeting, and strategic information loading for AI-assisted engineering sessions. Trigger: "optimize context", "token budget", "context management", "session context", "priming strategy".