FabricMigrationEngineer

FabricMigrationEngineer is an agent for Claude Code from kimtth/ms-fabric-skills-dev-starter. It costs 143 tokens per session (1,354 once invoked), scanned A, original, no licence file.

A migration agent for moving data workloads from Azure Synapse Analytics, Azure HDInsight, or Databricks to Microsoft Fabric. It coordinates assessment, planning, code changes, and connectivity changes across the migration.

In plain words
What is it for?
It is for planning and carrying out migrations, updating utility APIs such as mssparkutils or dbutils to notebookutils, and moving connections and mounts to Fabric and OneLake.
Why use it?
It helps break down a complicated platform move into assessed phases and handles differences between the old and new services.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: installed under .agents/ (shared by several agents).

Good fit It is for planning and carrying out migrations, updating utility APIs such as mssparkutils or dbutils to notebookutils, and moving connections and mounts to Fabric and OneLake.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/kimtth/ms-fabric-skills-dev-starter

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for FabricMigrationEngineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer/github.svg)](https://agentmods.dev/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer)
Your own site
<a href="https://agentmods.dev/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer"><img src="https://agentmods.dev/badge/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for FabricMigrationEngineer

Your own site · 80×15
<a href="https://agentmods.dev/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer"><img src="https://agentmods.dev/badge/agents/kimtth/ms-fabric-skills-dev-starter/fabricmigrationengineer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 143 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,354 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00143 $0.01354
Opus 5.5 $0.00057 $0.00542
Sonnet 5.5 $0.00029 $0.00271
Haiku 4.5 $0.00014 $0.00135

Measured 2mo ago against content hash d9bc888bd232, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

FabricMigrationEngineer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/agents/FabricMigrationEngineer.agent.md · 114 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 114 lines · 143 tokens per session scan A d9bc888bd232

Subscribe to this mod's changes

FabricMigrationEngineer is an agent published in the GitHub repository kimtth/ms-fabric-skills-dev-starter (2 stars, last pushed 5mo ago), with no licence file. It adds 143 tokens to every session and 1,354 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

FabricMigrationEngineer compared with agents from other repositories

FabricMigrationEngineer next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
FabricMigrationEngineerkimtth/ms-fabric-skills-dev-starterAgent25mo agononeA143Claude Code
Explorerojim666/SztuCodeAgent11013d agoMITA0Claude Code
openai-api-expert0xfurai/claude-code-subagentsAgent1.0k1y agoMITA23Claude Code
llm-architectalexmmatos/essentials-claude-codeAgent14mo agononeA34Claude Code
SE: Responsible AIKIMISKI33/awesome-copilotAgent12mo agoMITA26Claude Code
playwright-test-generatormicrosoft/playwrightAgent99kyesterdayApache-2.0A151Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginnersAgent79k4d agoMITA33Claude Code