vaquarkhan

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use replay-safe workflows before rerunning, replaying, or cutting over data.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Select the matching platform preset from presets/ and the relevant execution skill from skills/, then implement in small slices.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use skills/pipeline-planning-and-task-breakdown/SKILL.md to turn an approved specification into small, verifiable implementation tasks.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Review the change using the relevant checklist references and one or more personas from agents/.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use release and operational workflows before publish.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use skills/data-specification/SKILL.md and the templates in templates/ to define the data product before implementation.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use skills/data-quality-and-contract-testing/SKILL.md and the relevant references in references/ to define evidence for correctness, freshness, and publish safety.

vaquarkhan/data-engineering-agent-skills

Command Claude Code

Use validation skills and references to prove the change is safe to publish.

vaquarkhan/data-engineering-agent-skills

Cursor rule Cursor

Core operating rules for data engineering agent work.

vaquarkhan/data-engineering-agent-skills

Cursor rule Cursor

Spec-first rules for new data products and major changes.

vaquarkhan/data-engineering-agent-skills

Cursor rule Cursor

Select the right platform preset before implementation.

vaquarkhan/data-engineering-agent-skills

Cursor rule Cursor

Quality and operational gates for data engineering work.

vaquarkhan/data-engineering-agent-skills

Instructions file GitHub Copilot

Instructions for vaquarkhan/data-engineering-agent-skills, covering copilot instructions, loading order, behavior and common task mappings.

vaquarkhan/data-engineering-agent-skills

Instructions file CodexOpenCode

Instructions for vaquarkhan/data-engineering-agent-skills, covering data engineering agent entry point, start here, lifecycle commands, default routing and guardrails.

vaquarkhan/data-engineering-agent-skills

Instructions file

Instructions for vaquarkhan/data-engineering-agent-skills, covering data-engineering-agent-skills, project structure, start here, lifecycle commands and conventions.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing marts, metrics, semantic definitions, and dbt model quality.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing architecture decisions for data products and pipelines.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing platform provisioning, Terraform changes, access controls, and environment design.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing operational reliability, observability, incidents, and recovery design for data systems.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing regulated-data handling, compliance controls, governance evidence, and release readiness for PII, PCI, HIPAA, PHI, or similarly sensitive data paths.

vaquarkhan/data-engineering-agent-skills

Hook

Runs when a session starts, executing session-start.sh via bash. From vaquarkhan/data-engineering-agent-skills.

vaquarkhan/data-engineering-agent-skills

Skill Claude CodeCodex

Guides agents through workflow orchestration design and operation across Airflow-style DAGs, cloud-native schedulers, and event-driven pipeline control planes. Use when building or modifying workflow dependencies, retries, triggers, sensors, SLAs, or cross-system pipeline coordination.

vaquarkhan/data-engineering-agent-skills

Skill Claude CodeCodex

Guides agents through Apache Beam pipelines that unify batch and streaming logic. Use when designing Beam transforms, windowing, runners, replay behavior, or portability across execution backends.

vaquarkhan/data-engineering-agent-skills

Skill Claude CodeCodex

Guides agents through Apache Hudi lakehouse design. Use when managing incremental upserts, record-level mutations, timeline behavior, compaction, and Hudi-based lakehouse tables.