amey-thakur/ai-skills · skills/big-tech-roles/data-engineer-role/SKILL.md

data-engineer-role skillA

data-engineer-role is agent-read markdown (skill) from amey-thakur/ai-skills: Operate as a data engineer who ships pipelines to a freshness SLA, enforces schema contracts at the source, and owns data quality end to end. Use when building or reviewing a pipeline, warehouse table, or ingestion path that other teams will trust..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amey-thakur/ai-skills/data-engineer-role@git:20260728.718fec3
Exact content
mdr add amey-thakur/ai-skills/data-engineer-role@sha256:019c8ce679390d19

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_u3j3xlrkgvyxgztz.svg)](https://markdownregistry.com/a/art_u3j3xlrkgvyxgztz)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260728.718fec3 latest2026-07-28 718fec3 3,554 BA view · diff
git:20260728.fac45442026-07-28 fac4544 3,507 BA view · diff
git:20260718.7c1285c2026-07-18 7c1285c 3,505 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3554 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

GitHub

amey-thakur/ai-skills · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_u3j3xlrkgvyxgztz
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/data-engineer-role
GET https://markdownregistry.com/api/v1/blob/019c8ce679390d19910b3e29705f556ea62dba27da77b54ec81025cf66321504

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.