data-pipeline-etl-expert SKILL.md skillA
data-pipeline-etl-expert from roedyrustam/vibes-plug is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roedyrustam/vibes-plug/data-pipeline-etl-expert@v4.2.1Pins v4.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
skills/data-pipeline-etl-expert/SKILL.md- Versions recorded
- 9
- Latest version
- v4.2.1, committed Oct 8, 2026
- First version recorded
- Aug 13, 2026
- Size
- 4,876 bytes
- Repository stars
- 122
- License
- MIT
Expert guide for Data Pipelines, ETL/ELT, and Analytics Engineering. Covers dbt, Apache Airflow, Dagster, BigQuery, ClickHouse, and DuckDB / Panduan ahli untuk Data Pipelines, ETL/ELT. Mencakup dbt, Airflow, Dagster, BigQuery, ClickHouse, dan DuckDB.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data Pipeline & ETL Expert [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Description A specialized skill for building robust data architectures, Analytics Engineering, and ETL (Extract, Transform, Load) or ELT pipelines. It covers modern data stack orchestration (Airflow, Dagster), transformation tools (dbt), and high-performance OLAP databases (BigQuery, Snowflake, ClickHouse, DuckDB). ### Trigger Conditions - When designing reporting dashboards or analytics infrastructure for a SaaS. - When moving large volumes of data from transactional databases (PostgreSQL/MySQL) to a data warehouse. - When the user asks about "dbt", "Airflow", "ELT", or "Analytics Engineering". - When building local or edge analytics using DuckDB. ### Core Architectural Guidelines #### 1. ELT over ETL Prefer Extract-Load-Transform (ELT) over traditional ETL. - **Extract & Load**: Use tools like Airbyte or Fivetran to dump raw data directly into the Data Warehouse. - **Transform**: Perform transformations *inside* the Data Warehouse using SQL (via dbt) to leverage the warehouse's massive compute power. #### 2. Analytics Engineering with dbt …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/data-pipeline-etl-expert@sha256:b0d4dbcdbd72a201The line at the top of this page pins the label v4.2.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cg537yfc7a3wvnab)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Aug 13, 2026 and Oct 8, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.2.1 latest | 2026-10-08 | e8e3cf1 | 4,876 B | A | view · diff |
| v4.2.0 | 2026-10-03 | d8cca2a | 4,876 B | A | view · diff |
| v4.1.0 | 2026-10-03 | 8bb822a | 4,876 B | A | view · diff |
| v4.0.0 | 2026-09-30 | 7be209a | 4,877 B | A | view · diff |
| v3.0.0 | 2026-09-13 | 528c014 | 4,877 B | A | view · diff |
| git:20260907.57a4b90 | 2026-09-07 | 57a4b90 | 4,777 B | A | view · diff |
| git:20260816.d23736e | 2026-08-16 | d23736e | 4,781 B | A | view · diff |
| git:20260813.0bbd192 | 2026-08-13 | 0bbd192 | 4,779 B | A | view · diff |
| git:20260813.c9ab97d | 2026-08-13 | c9ab97d | 7,333 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4876 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
roedyrustam/vibes-plug · 122 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cg537yfc7a3wvnab GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/data-pipeline-etl-expert GET https://markdownregistry.com/api/v1/blob/b0d4dbcdbd72a201b873d817ce1df8bfb9ee9bba1c30f6e54fb22bff610ef661
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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