method-fabric SKILL.md skillA

method-fabric from sajor2000/methodsmith is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sajor2000/methodsmith/method-fabric@git:20261016.114b5d8

Pins git:20261016.114b5d8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sajor2000/methodsmith
Path
plugins/methodsmith/skills/method-fabric/SKILL.md
Versions recorded
2
Latest version
git:20261016.114b5d8, committed Oct 16, 2026
First version recorded
Oct 16, 2026
Size
4,425 bytes
Repository stars
3
License
MIT

Routes Microsoft Fabric work (OneLake, Lakehouse, Warehouse, PySpark, Data Factory, Direct Lake, Fabric ML, KQL) with research guardrails. Use when a project uses Fabric.

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

# Microsoft Fabric Router

## Skill Value

- **Problem it solves:** Fabric combines several execution engines; treating it as generic Spark, SQL Server, or Power BI can produce invalid code or unsafe data handling.
- **Use when:** The user mentions Fabric, OneLake, Lakehouse, Warehouse, Data Factory, Direct Lake, Eventhouse, or KQL.
- **Output:** A selected Fabric route, the applicable Methodsmith guardrails, and a bounded next action.
- **Ask only if:** The requested outcome could be implemented by more than one Fabric engine.
- **Do not do:** Do not guess a workspace, capacity, identity, or write permission; do not move data or create cloud resources without authorization.
- **Interaction:** Check repo/config/chat evidence first. Ask one decision-changing question at a time with the blocking tool: `AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini, or `ask_user` in Pi via `pi-ask-user`. In Claude Code, if the schema is not loaded, first call `ToolSearch` with `select:AskUserQuestion`; a pending schema load is not a fallback reason. Only when no blocking tool exists or the call errors, present numbered choices in chat and wait.

## Route
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sajor2000/methodsmith/method-fabric@sha256:521df25972a09537

The line at the top of this page pins the label git:20261016.114b5d8, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_a3ybykshanvliavi.svg)](https://markdownregistry.com/a/art_a3ybykshanvliavi)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, all committed on Oct 16, 2026.

versioncommittedcommitsizeaudit
git:20261016.114b5d8 latest2026-10-16 114b5d8 4,425 BA view · diff
git:20261016.73e5a372026-10-16 73e5a37 4,416 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4425 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

GitHub

sajor2000/methodsmith · 3 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_a3ybykshanvliavi
GET https://markdownregistry.com/api/v1/resolve?ref=sajor2000/methodsmith/method-fabric
GET https://markdownregistry.com/api/v1/blob/521df25972a0953711a25167f36f4acbd9c7082b70267fe1e17856514f3b24f0

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.

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