“data engineering”

Expert Data Structures and Algorithms engineer for designing, optimizing, reviewing, and implementing algorithmic solutions.

Route durable data modeling, analytics engineering, and data-science analysis; not for model-training systems or generic application architecture.

End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review.

Backend engineering guidance for APIs, services, data access, and reliability.

Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show.

Implements, debugs, fixes, refactors, and reviews code.

React and Next.js engineering guidance for frontend UI implementation.

Deliver language-agnostic database design, migration, performance, and reliability guidance across relational, document, and in-memory data systems.

Overview of six AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit…

Implement repository changes safely and completely.

Author, validate, test, and deploy YARA-L 2.0 detection rules and evaluate end-to-end detection coverage gaps in Google SecOps.

Load for SQL craft that holds whatever the engine — naming, CTE structure, join discipline, explicit column lists, linting — and for the PostgreSQL dialect…

Core technical, safety, and maintainability rules for codebase edits.

Load for work inside a dbt project — files under models/, macros/, seeds/ and snapshots/, plus dbt_project.yml, profiles.yml, schema.yml, and any dbt command.

Set up a context engine for data analysis — create the operator's private core and a first domain pack, interview for definitions and rulings, seed goldens…

Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems.

Detects and prevents data leakage in machine learning and mathematical modeling.

Build editable, responsive and accessible SVG graphics and vector exports.

Broader software engineering knowledge and growth.

Skills for migrating dbt projects - moving from dbt Core to the Fusion engine or across data platforms.

Compose installed agent skills into one orchestrated multi-agent run: an agent graph where each node is a sub-agent that loads exactly one skill, edges carry…

Use when a customer, operator, or support engineer wants to install, deploy, set up, run, update, restart, or tear down Studio with the vibedata CLI — local…

Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing.

Social engineering testing - phishing, pretexting, vishing, and physical security assessment techniques.