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dbt 모델과 웨어하우스 관계 비교로 마이그레이션 동등성 검증

에이전트가 dbt 패리티 검사, 관계 차이 비교, 행 및 값 비교를 실행하여 리팩터링이나 소스 변경을 롤아웃 전에 검증할 수 있도록 합니다.

dbt 모델과 웨어하우스 관계 비교로 마이그레이션 동등성 검증란 무엇인가요?

이 스킬은 dbt-audit-helper 패키지를 활용하여 dbt 모델과 데이터 웨어하우스 관계 간의 동등성을 검증하는 기능을 제공합니다. 에이전트는 두 관계의 스키마 차이, 행 수, 특정 값의 동일성을 자동으로 비교할 수 있으며, 리팩터링이나 소스 스왑 후에 데이터 무결성을 확인하는 데 유용합니다. dbt Core 환경에서 작동하며, dbt-audit-helper 패키지가 사전 설치되어야 합니다. 주요 사용 사례로는 모델 리팩터링 후 원본과의 일치 여부 확인, 데이터 소스 변경 시 기존 파이프라인과의 패리티 검증 등이 있습니다. 비교 대상 관계는 동일한 열 이름을 가져야 하지만 순서는 달라도 되며, 특정 열을 제외할 수 있습니다. 이 스킬은 dbt 프로젝트의 packages.yml에 패키지를 추가한 후 사용할 수 있으며, 자세한 사용법은 공식 문서와 깃허브 저장소에서 확인할 수 있습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/compare-dbt-models-and-warehouse-relations-before-trusting-migration-parity-with-dbt-audit-helper
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문서

dbt 모델과 웨어하우스 관계 비교로 마이그레이션 동등성 검증 (dbt-audit-helper 활용)

에이전트가 dbt 패리티 검사, 관계 차이 비교, 행 및 값 비교를 실행하여 리팩터링이나 소스 변경을 롤아웃 전에 검증할 수 있도록 합니다.

전제 조건

dbt Core, 웨어하우스 자격 증명, dbt-audit-helper 패키지

설치

업스트림의 요구 사항 및 주의 사항:

  • 각 관계는 동일한 열을 같은 이름으로 가져야 하지만, 순서가 같을 필요는 없습니다.
  • 각 관계는 동일한 열을 같은 이름으로 가져야 하지만, 순서가 같을 필요는 없습니다. dbt_utils.get_filtered_columns_in_relation을 사용하여 긴 목록을 몇 가지 제외하고 만들거나, None을 전달하고...
  • 각 관계는 동일한 열을 같은 이름으로 가져야 하지만, 순서가 같을 필요는 없습니다. 한쪽 관계에만 존재하는 열이 있다면 exclude_columns를 사용하십시오.

기본 사용법 및 시작 노트:

문서

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

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ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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