powerbi-duckdb-lakehouse SKILL.md skillA
powerbi-duckdb-lakehouse from santoshkanthety/powerbi-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add santoshkanthety/powerbi-agent/powerbi-duckdb-lakehouse@git:20261005.504c1f5Pins git:20261005.504c1f5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- santoshkanthety/powerbi-agent
- Path
skills/powerbi-duckdb-lakehouse/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261005.504c1f5, committed Oct 5, 2026
- Size
- 8,189 bytes
- Repository stars
- 3
- License
- MIT
Query Fabric lakehouse Delta tables, warehouse data and OneLake Parquet with DuckDB — locally or inside a Fabric notebook — for data profiling, freshness and quality checks, and reconciling a semantic model against its source without paying Spark cold-start or capacity cost. Use when the user mentions: DuckDB, duckdb, query Delta locally, read Parquet without Spark, profile lakehouse data, data freshness check, data quality check, row count reconciliation, compare model to source, cheap…
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
# DuckDB over lakehouse and OneLake data DuckDB is an in-process SQL engine that reads Parquet and Delta directly. Pointed at OneLake, it answers most of the questions people reach for Spark to answer — row counts, distincts, null rates, min/max dates, a reconciliation against what the semantic model reports — with no cluster, no cold start, and **no capacity consumption**. That last point is the reason this skill exists. A freshness check that costs nothing can run on every delivery; one that opens a Spark session and smooths CU forward for 24 hours cannot. Reach for DuckDB first. Reach for `powerbi-spark-livy` only when the volume or the transformation genuinely needs distributed compute. ## Where it runs | Location | Use when | |---|---| | **Local** (your machine, this CLI) | Profiling, reconciliation, quality gates, anything in a delivery loop. Needs OneLake access from the host. | | **Inside a Fabric notebook** | Data is large enough that pulling it to the host is the bottleneck, but small enough that Spark is overkill. Still cheaper than a Spark session on the same notebook. | ## Setup ```bash pip install duckdb # or: uv pip install duckdb ``` …
Read the whole file at its exact version.
How to install
mdr add santoshkanthety/powerbi-agent/powerbi-duckdb-lakehouse@sha256:846262d0de70a31eThe line at the top of this page pins the label git:20261005.504c1f5, 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_opghsnquenraz4kd)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 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 (8189 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
santoshkanthety/powerbi-agent · 3 stars · license MIT · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_opghsnquenraz4kd GET https://markdownregistry.com/api/v1/resolve?ref=santoshkanthety/powerbi-agent/powerbi-duckdb-lakehouse GET https://markdownregistry.com/api/v1/blob/846262d0de70a31ee024aab2832ae8e4b35bb31a46b40883328dbef6612efc37
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.