fabric-data-agent skillA
fabric-data-agent is agent-read markdown (skill) from jnpiyush/agentx: 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..
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.
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@v1.0.0mdr add jnpiyush/agentx/fabric-data-agent@sha256:53dd361096609675Pin 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.
[](https://markdownregistry.com/a/art_kx3b5yrt4nuon2dj)
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Versions
| 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 · 16 stars · license Apache-2.0 · pushed 2026-09-21 · 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
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