fabric-data-agent SKILL.md skillA
fabric-data-agent 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-data-agent@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-data-agent/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Sep 15, 2026
- First version recorded
- Feb 28, 2026
- Size
- 11,031 bytes
- Repository stars
- 19
- License
- Apache-2.0
Build, configure, and validate conversational data agents on Microsoft Fabric Lakehouses using the Data Agent SDK. Use when creating Fabric data agents, configuring few-shot examples, managing Livy sessions, or validating agent responses against Lakehouse data.
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 Data Agent > Build conversational data agents that answer natural language questions against Fabric Lakehouses. ## When to Use - Creating a natural language query interface over Lakehouse data - Building self-service analytics agents for business users - Configuring a Data Agent with table selection, joins, and measures - Validating agent accuracy against known metrics - Generating reproducible notebooks for agent provisioning ## Decision Tree ``` Building a Fabric Data Agent? +- First time with this Lakehouse? | - Start at Phase 1 (Plan) - discover schema and relationships +- Have an implementation plan already? | - Start at Phase 2 (Create) - build and publish the agent +- Agent exists but needs validation? | - Start at Phase 3 (Validate) - test against expected metrics +- Need to modify an existing agent? | +- Schema changes -> Re-run Phase 1 (new plan) | - Config tweaks -> Phase 2 only (update agent) - Not sure if Data Agent is right tool? +- Users need ad-hoc SQL -> Use Warehouse + SQL endpoint instead +- Users need dashboards -> Use Semantic Model + Power BI - Users need chat-based Q&A -> Data Agent [PASS] ``` ## Workflow Overview …
Read the whole file at its exact version.
How to install
mdr add jnpiyush/agentx/fabric-data-agent@sha256:53dd361096609675The 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_kx3b5yrt4nuon2dj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 28, 2026 and Sep 15, 2026, about one every 100 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-15 | f17c505 | 11,031 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 969f335 | 11,029 B | A | view · diff |
| v1.0.0 | 2026-02-28 | aa03a2e | 9,711 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 (11031 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_kx3b5yrt4nuon2dj GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/fabric-data-agent GET https://markdownregistry.com/api/v1/blob/53dd361096609675899f1f16337c0dacc9e66ead8760dafe1e1ab1c19bd4f441
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.