fabric-analytics SKILL.md skillA
fabric-analytics from jnpiyush/agentx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jnpiyush/agentx/fabric-analytics@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
- jnpiyush/agentx
- Path
.github/skills/data/fabric-analytics/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Sep 15, 2026
- First version recorded
- Feb 28, 2026
- Size
- 12,203 bytes
- Repository stars
- 19
- License
- Apache-2.0
Build data engineering and analytics solutions on Microsoft Fabric - Lakehouse, Warehouse, Spark notebooks, data pipelines, and semantic models. Use when creating Fabric Lakehouses, writing PySpark notebooks, building data pipelines, designing semantic models, or querying OneLake storage.
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
# Fabric Analytics > Unified analytics platform on OneLake - data engineering, warehousing, notebooks, pipelines, and semantic models. ## When to Use - Building data lakehouses with medallion architecture (Bronze -> Silver -> Gold) - Creating or querying Fabric Warehouses with T-SQL - Developing PySpark notebooks for data transformation - Orchestrating ETL/ELT with data pipelines - Building semantic models for Power BI (DirectLake mode) - Querying data via SQL endpoints or DAX ## Decision Tree ``` Working with Microsoft Fabric? +- Need storage layer? | +- Semi-structured / schema evolution -> Lakehouse | +- Full T-SQL / stored procs / DML -> Warehouse | - Unsure -> Start with Lakehouse (more flexible) +- Need data transformation? | +- Simple data copy -> Pipeline Copy Activity | +- Light transforms (300+ built-in) -> Dataflow Gen2 | - Complex logic / ML / custom code -> Spark Notebook +- Need orchestration? | - Pipeline with activities + dependencies +- Need reporting layer? | - Semantic Model with DirectLake mode - Need conversational analytics? - See: fabric-data-agent skill ``` ## Core Concepts ### OneLake & Delta Format …
Read the whole file at its exact version.
How to install
mdr add jnpiyush/agentx/fabric-analytics@sha256:c3c05eb52d7c7491The 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_fw3kxchmkzkmgw3z)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Feb 28, 2026 and Sep 15, 2026, about one every 66 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-15 | f17c505 | 12,203 B | A | view · diff |
| v1.0.0 | 2026-04-04 | 1693004 | 12,201 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 969f335 | 12,201 B | A | view · diff |
| v1.0.0 | 2026-02-28 | aa03a2e | 10,816 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 (12203 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
jnpiyush/agentx · 19 stars · license Apache-2.0 · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_fw3kxchmkzkmgw3z GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/fabric-analytics GET https://markdownregistry.com/api/v1/blob/c3c05eb52d7c7491568e4b8d0abb640df6fea10ef446c99b21366bece961d8b8
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.