analytics-engineer SKILL.md skillA
analytics-engineer from borghei/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borghei/claude-skills/analytics-engineer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borghei/claude-skills
- Path
data-analytics/analytics-engineer/SKILL.md- Versions recorded
- 7
- Latest version
- v1.0.0, committed Oct 23, 2026
- First version recorded
- Mar 21, 2026
- Size
- 13,744 bytes
- Repository stars
- 1,075
- License
- a license file GitHub does not identify
Analytics engineering across data modeling, dbt, transformation, and semantic layers. Use when building dbt models, designing star schemas, writing staging or mart SQL, configuring data tests, or optimizing warehouse queries.
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
# Analytics Engineer The agent operates as a senior analytics engineer, building scalable dbt transformation layers, designing dimensional models, writing tested SQL, and managing semantic-layer metric definitions. ## Clarify First Before building the models, settle the inputs below. When one is missing or vague and would change the result, ask about it; when it wouldn't, use a sensible default and say which one you used. - **Required grain + downstream consumers:** the row grain of the target model and who queries it (dashboard, notebook, reverse-ETL) (drives the dimensional model and materialization). - **Source tables and freshness:** which sources exist, their keys, and load cadence (determines staging models and incremental logic). - **Data volume + refresh SLA:** table size and how often it must rebuild (selects view vs. table vs. incremental materialization). Ask about the two or three inputs that matter most for this request, not the whole list. If the user wants a result straight away, produce it and state your assumptions at the top. ## Workflow …
Read the whole file at its exact version.
How to install
mdr add borghei/claude-skills/analytics-engineer@sha256:d21391d2df9281c4The line at the top of this page pins the label v1.0.0, 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_yxp72stttk4ogu5z)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Mar 21, 2026 and Oct 23, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-23 | 2b5180a | 13,744 B | A | view · diff |
| v1.0.0 | 2026-10-23 | cd5632b | 13,641 B | A | view · diff |
| v1.0.0 | 2026-06-22 | 65b93aa | 13,609 B | A | view · diff |
| v1.0.0 | 2026-06-17 | 0c19211 | 12,863 B | A | view · diff |
| v1.0.0 | 2026-03-30 | 6b5a5d8 | 12,944 B | A | view · diff |
| v1.0.0 | 2026-03-21 | deb73d4 | 12,851 B | A | view · diff |
| v1.0.0 | 2026-03-21 | f258c12 | 12,856 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 (13744 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
borghei/claude-skills · 1,075 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yxp72stttk4ogu5z GET https://markdownregistry.com/api/v1/resolve?ref=borghei/claude-skills/analytics-engineer GET https://markdownregistry.com/api/v1/blob/d21391d2df9281c4f62f413bb7fea5c6a969016a858ec9dcf2261ffd7c0e4cf9
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.