d-padmanabhan/agent-engineering-handbook · skills/data-engineering/SKILL.md

data-engineering skillA

data-engineering is agent-read markdown (skill) from d-padmanabhan/agent-engineering-handbook: Data engineering workflows for designing and reviewing batch/streaming pipelines across Databricks, Snowflake, Confluent Kafka, and Teradata (contracts, backfills, quality, governance, cost, observability). Use when the user mentions data engineering, ETL/ELT, lakehouse/warehouse, Kafka, Databricks, Snowflake, or Teradata..

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 d-padmanabhan/agent-engineering-handbook/data-engineering@git:20260819.d23bb73
Exact content
mdr add d-padmanabhan/agent-engineering-handbook/data-engineering@sha256:397d2c16a9586017

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_savpzhuyxcnmtfkz.svg)](https://markdownregistry.com/a/art_savpzhuyxcnmtfkz)

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Versions

versioncommittedcommitsizeaudit
git:20260819.d23bb73 latest2026-08-19 d23bb73 3,235 BA view · diff
git:20260812.41607172026-08-12 4160717 3,335 BA view · diff
git:20260319.d6da5332026-03-19 d6da533 2,983 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 (3235 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

d-padmanabhan/agent-engineering-handbook · 17 stars · license MIT · pushed 2026-09-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_savpzhuyxcnmtfkz
GET https://markdownregistry.com/api/v1/resolve?ref=d-padmanabhan/agent-engineering-handbook/data-engineering
GET https://markdownregistry.com/api/v1/blob/397d2c16a958601757a3b5d7e3e865f15df5c399e0dc5066c65d0e6ef7875ba2

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