powerbi-fabric-pipelines SKILL.md skillA
powerbi-fabric-pipelines 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-fabric-pipelines@git:20260808.22d6d33Pins git:20260808.22d6d33 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-fabric-pipelines/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260808.22d6d33, committed Aug 8, 2026
- Size
- 6,845 bytes
- Repository stars
- 3
- License
- MIT
Fabric Data Factory pipelines and orchestration. Use when the user mentions: data pipeline, ingestion, ETL, ELT, Fabric pipeline, Data Factory, copy activity, notebook, Spark, dataflow gen2, lakehouse, OneLake, data load, incremental load, watermark, CDC, change data capture, full load, delta load, pipeline orchestration.
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
# Skill: Microsoft Fabric — Data Pipelines & Ingestion ## Trigger Activate when the user mentions: data pipeline, ingestion, ETL, ELT, Fabric pipeline, Data Factory, copy activity, notebook, Spark, dataflow gen2, lakehouse, OneLake, data load, incremental load, watermark, CDC, change data capture, full load, delta load, pipeline orchestration ## What You Know You have designed and delivered enterprise data pipelines across Azure Data Factory, Synapse, and now Microsoft Fabric. You understand the full ingestion stack from source connectors to Delta table landing, and you know every trick for incremental loading, CDC, and pipeline reliability. ## Ingestion Strategy Decision Tree ``` Source data changes how? ├── Full refresh (small tables <1M rows) → Copy Activity, full load ├── Append-only (logs, events, IoT) → Streaming / Eventstream ├── Inserts + Updates (CDC available) → CDC with watermark ├── Inserts + Updates (no CDC) → Watermark on modified_date └── Deletes present → Full load OR CDC (SCD Type 2 in Silver) ``` ## Bronze Layer Ingestion Patterns ### Pattern 1: Full Load (Small Dimensions) ```python …
Read the whole file at its exact version.
How to install
mdr add santoshkanthety/powerbi-agent/powerbi-fabric-pipelines@sha256:30a791697f7559d3The line at the top of this page pins the label git:20260808.22d6d33, 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_erj7rwrcpjjtt42s)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 8, 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 (6845 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_erj7rwrcpjjtt42s GET https://markdownregistry.com/api/v1/resolve?ref=santoshkanthety/powerbi-agent/powerbi-fabric-pipelines GET https://markdownregistry.com/api/v1/blob/30a791697f7559d37ef9b777384d72c52d28ed0f1fa0dcffb6855b4529575f01
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.