Add Claude Code plugin for FinOps hubs and Azure Cost Management by MSBrett · Pull Request #2043 · microsoft/finops-toolkit

MSBrett · 2026-03-04T16:14:32Z

Summary

Retry of #2013 after revert in #2023. Adds a Claude Code plugin with skills for FinOps hubs (KQL-based cost analysis) and Azure Cost Management (optimization, commitments, orphaned resources).

What's included

2 skills: FinOps toolkit (hubs queries, deployment, FOCUS) and Azure Cost Management (Advisor, reservations, savings plans, orphaned resources)
4 agents: CFO, FinOps practitioner, database query, hubs agent
5 commands: cost-optimization, hubs-connect, hubs-healthCheck, mom-report, ytd-report
1 output style: executive formatting
Version sync: Update-Version.ps1 now updates marketplace.json plugin versions

Issues from #2023 addressed

CLAUDE.md restored (symlink to AGENTS.md)
Packaging verified: Build-Toolkit claude-plugin resolves symlinks correctly (pwsh 7 Copy-Item -Recurse follows symlinks natively)
Plugin versioning aligned at 13.0.0
PR-2013-REVIEW-AUDIT.md removed

Test plan

Clean build: Build-Toolkit claude-plugin produces 293 files, 0 symlinks
Symlinks resolved to real content in release output
End-to-end plugin validation
❎ Log not needed

…oolkit Introduces the Claude Code plugin structure under src/ai-tools/ with: - Agents: finops-practitioner, chief-financial-officer, ftk-database-query, ftk-hubs-agent - Skills: azure-cost-management and finops-toolkit with reference docs and KQL query catalog - Commands: hubs-connect, hubs-healthCheck, mom-report, ytd-report - Output style: fact-grounded financial analysis formatting with evidence requirements - Plugin manifest and marketplace configuration Moves KQL queries from src/queries/ into skill reference structure. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

- Add .ftk/environments.local.md settings pattern for multi-environment config - Rename command files from .prompt.md to .md for auto-discovery - Replace all "project configuration" references with .ftk/environments.local.md - Add settings-format.md reference documentation - Update marketplace.json source to relative path - Add docs publishing workflow to CLAUDE.md Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Reorganize plugin components into the new src/claude-plugin directory structure with updated plugin.json, README files, and marketplace config. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Single source of truth for agent instructions across Claude Code, GitHub Copilot, and other AI coding tools. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Fixes verified against live Azure APIs and repo source docs: - azure-advisor: remove fabricated GUID row, add dismiss vs postpone note - azure-credits: update stale product names (Ubuntu Pro, Citrix Virtual Apps) - azure-savings-plans: fix REST method, API version, default params, embed scripts - azure-reservations: new reference file for reserved instance analysis - azure-commitment-discount-decision: new decision framework reference - finops-hubs: add Transactions() to function list - finops-hub-database-guide: fix CostsPlus phantom reference to costs-enriched-base - ftk-hubs-connect: fix daterange() typo to datestring() - quarterly-cost-by-resource-group: fix description to match top N row semantics - Remove azure-storage-cost-analysis (non-functional) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Relocated claude-plugin from src/claude-plugin to src/templates/claude-plugin so it gets packaged by Package-Toolkit.ps1. Moved queries back to src/queries/ with symlink into plugin. Added docs-mslearn symlink and linked all 103 Microsoft Learn docs in finops-toolkit SKILL.md. Updated marketplace.json path, reverted copilot-instructions.md and settings.json, added changelog. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

…nalysis New reference files for orphaned resource detection (Resource Graph queries for 8 resource types), Azure Retail Prices API (public pricing lookup), and VM rightsizing workflow (Advisor + Monitor metrics + price validation). New /ftk-cost-optimization command orchestrates all references into a structured report. Updated SKILL.md with 3 new domains and trigger keywords. Added cross-references from azure-advisor.md to rightsizing and orphaned resource docs. Includes red/blue team remediation: fixed RI price calculation, VMSS NIC exclusion, snapshot chain filtering, LB query null handling, bulk cleanup error handling, BSD date syntax, Measure-Object scriptblock, and Impact sort ordering. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Update ms.date in changelog.md to today's date so the "Update ms.date in docs-mslearn" workflow has nothing to push, avoiding the branch protection failure. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Restore CLAUDE.md as a regular file (was symlink to copilot-instructions.md), make AGENTS.md and .github/copilot-instructions.md symlink to CLAUDE.md, and update marketplace.json paths and categories. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

The query catalog table and coding standards section were moved to the skill reference layer, keeping the agent prompt focused on domain expertise and operational behavior. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

AGENTS.md is now the canonical agent instructions file. CLAUDE.md and .github/copilot-instructions.md are symlinks pointing to it, ensuring all AI agents (Claude, Copilot) share the same instructions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Remediate 19 review items from flanakin's post-merge review of the Claude Code plugin (reverted in PR #2023). Key changes: - Update plugin version to 13.0.0 and integrate into Update-Version.ps1 - Fix plugin.json description (FinOps is a proper noun) - Update FinOps Framework to 2025 Fx (4 principles, 2 domain names) - Move commands into ftk/ subfolder for /ftk:* namespacing - Prefix all working paths with ftk/ (visible, not .ftk/) - Replace platform detection with tool availability detection - Add phase checkpoints to mom-report, document iterative design intent - Strengthen what-if as required pre-deployment step - Fix Get-VmSkuPrice array bug (Select-Object -First 1) - Copy Get-BenefitRecommendations.ps1 from azcapman - Add FinOps alerts capability, rename to FinOps workbooks - Update changelog version to v14 - Add PR-2013-REVIEW-AUDIT.md tracking all 19 items Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Match repo convention: "MIT License" (uppercase L) per finops-toolkit style. Script sourced from microsoft/azcapman (MIT licensed). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Remove azure-capacity-management plugin entry from marketplace.json and source script links from azure-advisor.md and azure-anomaly-alerts.md. This repo should have no cross-references to external repos. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

…remove audit file - Update SKILL.md files with streamlined task routing and best practices - Add version sync for marketplace.json in Update-Version.ps1 - Improve command references and plugin metadata - Remove PR-2013-REVIEW-AUDIT.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Resolved conflicts: - .github/copilot-instructions.md: kept symlink to AGENTS.md - docs-mslearn/toolkit/changelog.md: merged both changelog entries Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot

Pull request overview

Adds a Claude Code plugin template to the FinOps Toolkit repo, providing FinOps hubs (KQL-based) and Azure Cost Management workflows, agents, commands, and an executive output style, plus version sync updates.

Changes:

Added Claude plugin template (skills, agents, commands, output style) for FinOps hubs + Azure Cost Management.
Added extensive reference documentation and embedded scripts (e.g., Benefit Recommendations PowerShell).
Updated version automation (Update-Version.ps1) to sync Claude plugin versions in plugin.json and .claude-plugin/marketplace.json.

Reviewed changes

Copilot reviewed 46 out of 48 changed files in this pull request and generated 7 comments.

Show a summary per file

File	Description
src/templates/claude-plugin/skills/finops-toolkit/references/workflows/ftk-hubs-healthCheck.md	Adds FinOps hubs health check workflow reference
src/templates/claude-plugin/skills/finops-toolkit/references/workflows/ftk-hubs-connect.md	Adds FinOps hubs cluster discovery/connect workflow reference
src/templates/claude-plugin/skills/finops-toolkit/references/settings-format.md	Documents `.ftk/environments.local.md` format used by commands
src/templates/claude-plugin/skills/finops-toolkit/references/queries	Adds link/symlink to shared query catalog for the plugin
src/templates/claude-plugin/skills/finops-toolkit/references/finops-hubs.md	Adds FinOps hubs analysis guidance for the plugin skill
src/templates/claude-plugin/skills/finops-toolkit/references/finops-hubs-deployment.md	Adds hubs deployment guidance for the plugin skill
src/templates/claude-plugin/skills/finops-toolkit/references/docs-mslearn	Adds link/symlink to Microsoft Learn content within the plugin
src/templates/claude-plugin/skills/finops-toolkit/SKILL.md	Defines the finops-toolkit skill triggers/routing and references
src/templates/claude-plugin/skills/finops-toolkit/README.md	Documents the finops-toolkit skill contents and usage
src/templates/claude-plugin/skills/azure-cost-management/references/azure-vm-rightsizing.md	Adds VM rightsizing workflow reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-savings-plans.md	Adds savings plans guidance + embedded script documentation
src/templates/claude-plugin/skills/azure-cost-management/references/azure-retail-prices.md	Adds Retail Prices API lookup reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-reservations.md	Adds reservations guidance and comparison patterns
src/templates/claude-plugin/skills/azure-cost-management/references/azure-orphaned-resources.md	Adds ARG orphaned-resource detection and cleanup patterns
src/templates/claude-plugin/skills/azure-cost-management/references/azure-macc.md	Adds MACC tracking workflow reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-credits.md	Adds Azure credits/prepayment tracking reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-cost-exports.md	Adds Cost Management exports configuration reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-commitment-discount-decision.md	Adds commitment discount decision framework reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-budgets.md	Adds budgets creation/notification reference
src/templates/claude-plugin/skills/azure-cost-management/references/azure-anomaly-alerts.md	Adds anomaly alert deployment reference (PowerShell/Bicep)
src/templates/claude-plugin/skills/azure-cost-management/references/azure-advisor.md	Adds Advisor querying/suppression reference
src/templates/claude-plugin/skills/azure-cost-management/references/Get-BenefitRecommendations.ps1	Adds script for Cost Management benefit recommendations
src/templates/claude-plugin/skills/azure-cost-management/SKILL.md	Defines the azure-cost-management skill triggers and references
src/templates/claude-plugin/skills/azure-cost-management/README.md	Documents the azure-cost-management skill contents and usage
src/templates/claude-plugin/output-styles/ftk-output-style.md	Adds output style for evidence-based financial reporting
src/templates/claude-plugin/commands/ftk/ytd-report.md	Adds YTD report command workflow
src/templates/claude-plugin/commands/ftk/mom-report.md	Adds month-over-month report command workflow
src/templates/claude-plugin/commands/ftk/hubs-healthCheck.md	Adds hubs health check command workflow
src/templates/claude-plugin/commands/ftk/hubs-connect.md	Adds hubs connect command workflow
src/templates/claude-plugin/commands/ftk/cost-optimization.md	Adds cost optimization command workflow
src/templates/claude-plugin/agents/ftk-hubs-agent.md	Adds hubs deployment/troubleshooting agent
src/templates/claude-plugin/agents/ftk-database-query.md	Adds KQL/database querying agent
src/templates/claude-plugin/agents/finops-practitioner.md	Adds FinOps practitioner agent
src/templates/claude-plugin/agents/chief-financial-officer.md	Adds CFO agent
src/templates/claude-plugin/README.md	Documents how to install/use the Claude plugin template
src/templates/claude-plugin/.claude-plugin/plugin.json	Adds Claude plugin manifest and MCP server configuration
src/templates/claude-plugin/.build.config	Adds build config for plugin packaging
src/scripts/Update-Version.ps1	Updates versioning script to sync plugin and marketplace versions
src/queries/finops-hub-database-guide.md	Updates query best-practice pointer to costs-enriched-base
src/queries/catalog/quarterly-cost-by-resource-group.kql	Adjusts header comments to match intended query semantics
src/queries/catalog/costs-enriched-base.kql	Updates schema reference comment in the base query
docs-mslearn/toolkit/changelog.md	Adds changelog entry for the plugin and updates ms.date
CLAUDE.md	Replaces content with a link to AGENTS.md
AGENTS.md	Adds agent guidance file content (restored from CLAUDE.md)
.github/copilot-instructions.md	Replaces content with a link to AGENTS.md
.claude-plugin/marketplace.json	Adds marketplace listing with finops-toolkit plugin entry

Copilot · 2026-03-04T16:35:20Z

docs-mslearn/toolkit/changelog.md

+### Claude Code plugin v14
+
+- **Added**
+  - Added Claude Code plugin with skills for FinOps hubs and Azure Cost Management.
+  - Added 4 agents (CFO, FinOps practitioner, database query, hubs agent), 4 commands, and an output style.
+  - Moved KQL query catalog from `src/queries/` into the plugin.


The changelog entry appears internally inconsistent with the PR contents: it calls this “plugin v14” while the plugin manifest is versioned 13.0.0, it says “4 commands” but this PR adds 5 (/ftk-hubs-connect, /ftk-hubs-healthCheck, /ftk-mom-report, /ftk-ytd-report, /ftk-cost-optimization), and it states the query catalog was moved (it looks referenced/linked rather than relocated). Please align the changelog section/versioning and counts with what’s actually shipped.

Suggested change

### Claude Code plugin v14

- **Added**

- Added Claude Code plugin with skills for FinOps hubs and Azure Cost Management.

- Added 4 agents (CFO, FinOps practitioner, database query, hubs agent), 4 commands, and an output style.

- Moved KQL query catalog from `src/queries/` into the plugin.

### Claude Code plugin v13.0.0

- **Added**

- Added Claude Code plugin with skills for FinOps hubs and Azure Cost Management.

- Added 4 agents (CFO, FinOps practitioner, database query, hubs agent), 5 commands (`/ftk-hubs-connect`, `/ftk-hubs-healthCheck`, `/ftk-mom-report`, `/ftk-ytd-report`, `/ftk-cost-optimization`), and an output style.

- Linked to the existing KQL query catalog in `src/queries/` from the plugin.

Copilot · 2026-03-04T16:35:20Z

src/templates/claude-plugin/commands/ftk/hubs-connect.md

+let version = toscalar(database('Ingestion').HubSettings | project version);
+Costs
+| summarize
+    Cost = numberstring(sum(EffectiveCost)),
+    Months = dcount(startofmonth(ChargePeriodStart)),
+    DataLastUpdated = daterange(max(ChargePeriodStart))


This KQL snippet is very likely invalid as written: daterange() and numberstring() are not standard Kusto functions, and Costs is inconsistent with the rest of the plugin guidance that describes function-based access (e.g., Costs()). Also, it queries database('Ingestion') to read HubSettings, which conflicts with the skill docs that say to never use the Ingestion database. Suggestion: use standard KQL formatting functions (e.g., format_datetime, format_number), invoke the Costs function/table correctly, and either retrieve hub version from the Hub database (if available) or update the skill guidance to explicitly allow this one Ingestion read for version discovery.

Suggested change

let version = toscalar(database('Ingestion').HubSettings | project version);

Costs

| summarize

Cost = numberstring(sum(EffectiveCost)),

Months = dcount(startofmonth(ChargePeriodStart)),

DataLastUpdated = daterange(max(ChargePeriodStart))

let version = toscalar(database('Hub').HubSettings | project version);

Costs()

| summarize

Cost = format_number(sum(EffectiveCost), 'N2'),

Months = dcount(startofmonth(ChargePeriodStart)),

DataLastUpdated = format_datetime(max(ChargePeriodStart), 'yyyy-MM-dd')

Copilot · 2026-03-04T16:35:21Z

src/templates/claude-plugin/skills/finops-toolkit/references/workflows/ftk-hubs-connect.md

@@ -0,0 +1,98 @@
+# Connect to a FinOps hub cluster


Same issue as the command version: numberstring() / datestring() are not standard Kusto functions, and Costs likely needs to be invoked as Costs() if it is the FinOps hubs function described elsewhere in this plugin. Recommend switching to standard KQL formatting functions and making usage consistent with the documented function-based access pattern.

Copilot · 2026-03-04T16:35:21Z

src/templates/claude-plugin/commands/ftk/hubs-connect.md

+- `clusterShortUri`
+- Subscription name
+
+If you don't find any FinOps hub instances, inform the user that you couldn't find any FinOps hubs and ask them to provide a subscription or cluster URI to connect. If they provide a subscription, repeat step 2 with that subscriptioin name or ID. If they provide a cluster URI, use that for the session and skip to step 4.


Correct spelling of 'subscriptioin' to 'subscription'.

Suggested change

If you don't find any FinOps hub instances, inform the user that you couldn't find any FinOps hubs and ask them to provide a subscription or cluster URI to connect. If they provide a subscription, repeat step 2 with that subscriptioin name or ID. If they provide a cluster URI, use that for the session and skip to step 4.

If you don't find any FinOps hub instances, inform the user that you couldn't find any FinOps hubs and ask them to provide a subscription or cluster URI to connect. If they provide a subscription, repeat step 2 with that subscription name or ID. If they provide a cluster URI, use that for the session and skip to step 4.

Copilot · 2026-03-04T16:35:21Z

src/templates/claude-plugin/commands/ftk/hubs-healthCheck.md

+
+## Step 2: Check the latest data refresh/update date
+
+If the last data refresh/update date less than 24 hours ago, skip this step.


Grammar fix: this sentence is missing 'is' (for example: 'If the last data refresh/update date is less than 24 hours ago...').

Suggested change

If the last data refresh/update date less than 24 hours ago, skip this step.

If the last data refresh/update date is less than 24 hours ago, skip this step.

Copilot · 2026-03-04T16:35:21Z

src/templates/claude-plugin/.claude-plugin/plugin.json

+  "mcpServers": {
+    "azure-mcp-server": {
+      "command": "npx",
+      "args": ["-y", "@azure/mcp@latest", "server", "start", "--namespace", "kusto", "--read-only"]


Using @azure/mcp@latest makes builds non-reproducible and increases supply-chain risk (a new release can change behavior or introduce breaking changes without review). Consider pinning to a specific known-good version (and updating it intentionally), while keeping the rest of the args the same.

Suggested change

"args": ["-y", "@azure/mcp@latest", "server", "start", "--namespace", "kusto", "--read-only"]

"args": ["-y", "@azure/mcp@0.2.0", "server", "start", "--namespace", "kusto", "--read-only"]

Copilot · 2026-03-04T16:35:22Z

src/scripts/Update-Version.ps1

+        $json = Get-Content $_ -Raw | ConvertFrom-Json
+        $json.version = $ver
+        $json | ConvertTo-Json -Depth 10 | Out-File $_ -Encoding utf8 -NoNewline


Writing JSON back out with Out-File -Encoding utf8 can produce inconsistent encodings across environments (especially if the script is ever run under Windows PowerShell 5.1, where UTF-8 typically includes a BOM). To avoid noisy diffs and tooling issues, consider using a BOM-less encoding consistently (e.g., utf8NoBOM) and ensure the chosen approach matches the repo’s existing file encoding conventions.

msbrett and others added 21 commits February 9, 2026 11:38

Move AI tools from src/ai-tools to src/claude-plugin

d1887fa

Reorganize plugin components into the new src/claude-plugin directory structure with updated plugin.json, README files, and marketplace config. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Symlink CLAUDE.md and AGENTS.md to .github/copilot-instructions.md

e1ee1a5

Single source of truth for agent instructions across Claude Code, GitHub Copilot, and other AI coding tools. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Add reservations and commitment discount decision references

b834fe9

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Merge branch 'dev' into features/agentskills

a33f72f

Add storage cost analysis reference and update savings plans

8a822a6

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Update azure-cost-management skill definition

aaa39f5

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Update src/templates/claude-plugin/commands/ftk-mom-report.md

5799afd

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

chore: Update ms.date to fix CI workflow

9b15fac

Update ms.date in changelog.md to today's date so the "Update ms.date in docs-mslearn" workflow has nothing to push, avoiding the branch protection failure. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Fix copyright header casing in Get-BenefitRecommendations.ps1

0ef609e

Match repo convention: "MIT License" (uppercase L) per finops-toolkit style. Script sourced from microsoft/azcapman (MIT licensed). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Merge dev into features/agentskills

96ae42a

Resolved conflicts: - .github/copilot-instructions.md: kept symlink to AGENTS.md - docs-mslearn/toolkit/changelog.md: merged both changelog entries Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

microsoft-github-policy-service bot added the Needs: Review 👀 PR that is ready to be reviewed label Mar 4, 2026

chore: Update ms.date in changelog

64e3f94

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

MSBrett requested a review from Copilot March 4, 2026 16:32

Copilot AI reviewed Mar 4, 2026

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Add Claude Code plugin for FinOps hubs and Azure Cost Management#2043

Add Claude Code plugin for FinOps hubs and Azure Cost Management#2043
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	If you don't find any FinOps hub instances, inform the user that you couldn't find any FinOps hubs and ask them to provide a subscription or cluster URI to connect. If they provide a subscription, repeat step 2 with that subscriptioin name or ID. If they provide a cluster URI, use that for the session and skip to step 4.
	If you don't find any FinOps hub instances, inform the user that you couldn't find any FinOps hubs and ask them to provide a subscription or cluster URI to connect. If they provide a subscription, repeat step 2 with that subscription name or ID. If they provide a cluster URI, use that for the session and skip to step 4.


		## Step 2: Check the latest data refresh/update date

		If the last data refresh/update date less than 24 hours ago, skip this step.

	If the last data refresh/update date less than 24 hours ago, skip this step.
	If the last data refresh/update date is less than 24 hours ago, skip this step.

	"args": ["-y", "@azure/mcp@latest", "server", "start", "--namespace", "kusto", "--read-only"]
	"args": ["-y", "@azure/mcp@0.2.0", "server", "start", "--namespace", "kusto", "--read-only"]

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MSBrett commented Mar 4, 2026

Summary

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Issues from #2023 addressed

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