fabric-cicd

fabric-cicd is a skill for Claude Code from wardawgmalvicious/agent-config. It costs 244 tokens per session (4,608 once invoked), scanned A, original, MIT.

A Python library for deploying Microsoft Fabric workspace items from a Git checkout into a target Fabric workspace. Microsoft Fabric is Microsoft's cloud analytics platform, and Git is a version-control system for tracking code and configuration.

In plain words
What is it for?
Use it in Python deployment scripts or automation systems to publish items, remove orphaned items, and apply deployment settings or replacements.
Why use it?
It automates workspace publishing and related cleanup or configuration changes in scripted CI/CD workflows.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it in Python deployment scripts or automation systems to publish items, remove orphaned items, and apply deployment settings or replacements.

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Install with agentmods
npx agentmods add skills/wardawgmalvicious/agent-config/fabric-cicd
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.

Any agent
npx skills add wardawgmalvicious/agent-config --skill fabric-cicd
Clone the repo
git clone --depth 1 https://github.com/wardawgmalvicious/agent-config

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 fabric-cicd

README.md
[![agentmods](https://agentmods.dev/badge/skills/wardawgmalvicious/agent-config/fabric-cicd/github.svg)](https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-cicd)
Your own site
<a href="https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-cicd"><img src="https://agentmods.dev/badge/skills/wardawgmalvicious/agent-config/fabric-cicd/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 fabric-cicd

Your own site · 80×15
<a href="https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-cicd"><img src="https://agentmods.dev/badge/skills/wardawgmalvicious/agent-config/fabric-cicd.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 244 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,608 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 original 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 $0.00244 $0.04608
Opus 5 $0.00122 $0.02304
Sonnet 5 $0.00049 $0.00922
Haiku 4.5 $0.00024 $0.00461

Measured yesterday against content hash e7e8fe86c9aa, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

fabric-cicd 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 yesterday.

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.

skills/fabric/fabric-cicd/SKILL.md · 319 lines

How it starts

The opening of the file, as written. The whole thing — 319 lines — stays where its author put it; the contents beside it link to each section on GitHub.

fabric-cicd (Python deployment library)

Microsoft's official open-source Python library for code-first CI/CD into Fabric workspaces. It abstracts the Fabric REST item-definition APIs: point it at a Git checkout of a Fabric Git-synced workspace folder and it publishes every in-scope item into the target workspace.

Version / install: current is v1.3.x (August 2026). pip install fabric-cicd (or uv add fabric-cicd). Python 3.9–3.13. Docs: microsoft.github.io/fabric-cicd · repo: github.com/microsoft/fabric-cicd.

v1.0 (April 2026) was a breaking release: token_credential became required — the DefaultAzureCredential fallback and implicit Fabric-notebook auth were removed. Any pre-1.0 sample that omits the credential no longer runs.

Which deployment surface am I on?

Surface Source of truth When
fabric-cicd (this skill) Git Python-scripted deploys in ADO / GitHub Actions / notebooks; finest control (feature flags, orphan cleanup, selective publish)
fab deploy --config config.yml Git Same engine, CLI wrapper — one-command deploys; see fabric-cli skill
Fabric deployment pipelines (service-side) Workspace Dev workspace promoted stage-to-stage in the portal / REST; no local code involved

fab deploy wraps fabric-cicd and consumes the same config.yml / parameter.yml. Don't mix Git-driven deploys and service-side deployment pipelines on the same workspaces. Decision guide: Choose the best Fabric CI/CD workflow.

Deployment pipelines don't rewrite OneLake image URLs. A report whose visuals source images from OneLake carries the workspace GUID inside the URL itself:

https://onelake.dfs.fabric.microsoft.com/<workspace-guid>/<item-guid>/Files/<path>/<file-name>

Promote that report dev → test → prod through a service-side deployment pipeline and it keeps loading its images from the original workspace. Nothing fails and nothing warns — the report renders, the images appear — until access to the source workspace is revoked or it is deleted, long after the promotion. Upstream's remedies are to parameterize the URLs or rewrite them after deployment.

Read the full file on GitHub · 319 lines

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. yesterday Changed e7e8fe86c9aa
  2. 2d ago Changed · +27 lines cf539043629e
  3. 6d ago Changed · +3 lines dc6d6fd05482
  4. 10d ago First seen · 289 lines · 244 tokens per session scan A 1201bb0bcc79

Subscribe to this mod's changes

fabric-cicd is a skill published in the GitHub repository wardawgmalvicious/agent-config (0 stars, last pushed today), licensed MIT. It adds 244 tokens to every session and 4,608 once invoked, about $0.0012 per session on Opus 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.

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