etl-runbook SKILL.md skillA
etl-runbook from qa-aman/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qa-aman/claude-skills/etl-runbook@git:20260303.8412b01Pins git:20260303.8412b01 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qa-aman/claude-skills
- Path
skills/by-role/data-engineer/etl-runbook/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260303.8412b01, committed Mar 3, 2026
- Size
- 7,153 bytes
- Repository stars
- 21
- License
- MIT
Write an ETL operational runbook. Use when the user says "ETL runbook", "pipeline runbook", "data job runbook", "how to operate this ETL", "on-call guide for data pipelines", "what to do when the data job fails", "pipeline troubleshooting guide", "data ops runbook", or needs to document how to operate, monitor, and recover a data pipeline or ETL job - even if they don't explicitly say "runbook".
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
## Overview Based on **Data Pipelines Pocket Reference** (Densmore) and **Fundamentals of Data Engineering** (Reis & Housley). An ETL runbook is the operational contract for a data job: how to monitor it, diagnose when it breaks, and recover data integrity. Densmore's standard: data pipelines fail in subtle ways - not always with an error, sometimes with silent data loss or incorrect rows. A good runbook covers job failures AND data quality failures. The test: can an on-call engineer who didn't build this pipeline detect a problem, isolate the cause, and restore data integrity at 3am? ## Workflow ### Step 1: Write the job overview ``` Job: [job name] Pipeline: [parent pipeline name] Owner: [team] Purpose: [what this job does and what breaks downstream if it doesn't run] Schedule: [cron expression or trigger condition] SLA: [data must be available by X time or downstream is impacted] Typical runtime: [expected duration, e.g. 15-25 minutes] Max runtime before alert: [e.g. 45 minutes] Orchestrator: [Airflow / Prefect / dbt Cloud / etc.] Job link: [direct link to job in orchestration UI] Dashboard: [link to data quality/freshness monitoring] ``` …
Read the whole file at its exact version.
How to install
mdr add qa-aman/claude-skills/etl-runbook@sha256:663ffea1275796a2The line at the top of this page pins the label git:20260303.8412b01, 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_hxh3dy7ikqr2k36l)
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Versions
The registry has recorded 1 version of this file, committed on Mar 3, 2026.
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 (7153 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
qa-aman/claude-skills · 21 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hxh3dy7ikqr2k36l GET https://markdownregistry.com/api/v1/resolve?ref=qa-aman/claude-skills/etl-runbook GET https://markdownregistry.com/api/v1/blob/663ffea1275796a2ae27797fc04cf79ebad75ce882c248f0c69e6983495b0f42
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.