feat: add FlowStudio monitoring + governance skills, update debug + build

.github/plugin/marketplace.json

@@ -243,8 +243,8 @@
     {
       "name": "flowstudio-power-automate",
       "source": "flowstudio-power-automate",
-      "description": "Complete toolkit for managing Power Automate cloud flows via the FlowStudio MCP server. Includes skills for connecting to the MCP server, debugging failed flow runs, and building/deploying flows from natural language.",
-      "version": "1.0.0"
+      "description": "Give your AI agent full visibility into Power Automate cloud flows via the FlowStudio MCP server. Connect, debug, build, monitor health, and govern flows at scale — action-level inputs and outputs, not just status codes.",
+      "version": "2.0.0"
     },
     {
       "name": "frontend-web-dev",

docs/README.plugins.md

@@ -42,7 +42,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-plugins) for guidelines on how t
 | [doublecheck](../plugins/doublecheck/README.md) | Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting. | 2 items | verification, hallucination, fact-check, source-citation, trust, safety |
 | [edge-ai-tasks](../plugins/edge-ai-tasks/README.md) | Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai | 2 items | architecture, planning, research, tasks, implementation |
 | [fastah-ip-geo-tools](../plugins/fastah-ip-geo-tools/README.md) | This plugin is for network operations engineers who wish to tune and publish IP geolocation feeds in RFC 8805 format. It consists of an AI Skill and an associated MCP server that geocodes geolocation place names to real cities for accuracy. | 1 items | geofeed, ip-geolocation, rfc-8805, rfc-9632, network-operations, isp, cloud, hosting, ixp |
-| [flowstudio-power-automate](../plugins/flowstudio-power-automate/README.md) | Complete toolkit for managing Power Automate cloud flows via the FlowStudio MCP server. Includes skills for connecting to the MCP server, debugging failed flow runs, and building/deploying flows from natural language. | 3 items | power-automate, power-platform, flowstudio, mcp, model-context-protocol, cloud-flows, workflow-automation |
+| [flowstudio-power-automate](../plugins/flowstudio-power-automate/README.md) | Give your AI agent full visibility into Power Automate cloud flows via the FlowStudio MCP server. Connect, debug, build, monitor health, and govern flows at scale — action-level inputs and outputs, not just status codes. | 5 items | power-automate, power-platform, flowstudio, mcp, model-context-protocol, cloud-flows, workflow-automation, monitoring, governance |
 | [frontend-web-dev](../plugins/frontend-web-dev/README.md) | Essential prompts, instructions, and chat modes for modern frontend web development including React, Angular, Vue, TypeScript, and CSS frameworks. | 4 items | frontend, web, react, typescript, javascript, css, html, angular, vue |
 | [gem-team](../plugins/gem-team/README.md) | A modular, high-performance multi-agent orchestration framework for complex project execution, feature implementation, and automated verification. | 12 items | multi-agent, orchestration, tdd, devops, security-audit, dag-planning, compliance, prd, debugging, refactoring |
 | [go-mcp-development](../plugins/go-mcp-development/README.md) | Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a prompt for generating servers, and an expert chat mode for guidance. | 2 items | go, golang, mcp, model-context-protocol, server-development, sdk |

docs/README.skills.md

@@ -136,9 +136,11 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
 | [finalize-agent-prompt](../skills/finalize-agent-prompt/SKILL.md) | Finalize prompt file using the role of an AI agent to polish the prompt for the end user. | None |
 | [finnish-humanizer](../skills/finnish-humanizer/SKILL.md) | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers. | `references/patterns.md` |
 | [first-ask](../skills/first-ask/SKILL.md) | Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension. | None |
-| [flowstudio-power-automate-build](../skills/flowstudio-power-automate-build/SKILL.md) | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/action-patterns-connectors.md`<br />`references/action-patterns-core.md`<br />`references/action-patterns-data.md`<br />`references/build-patterns.md`<br />`references/flow-schema.md`<br />`references/trigger-types.md` |
-| [flowstudio-power-automate-debug](../skills/flowstudio-power-automate-debug/SKILL.md) | Debug failing Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/common-errors.md`<br />`references/debug-workflow.md` |
-| [flowstudio-power-automate-mcp](../skills/flowstudio-power-automate-mcp/SKILL.md) | Connect to and operate Power Automate cloud flows via a FlowStudio MCP server. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app | `references/MCP-BOOTSTRAP.md`<br />`references/action-types.md`<br />`references/connection-references.md`<br />`references/tool-reference.md` |
+| [flowstudio-power-automate-build](../skills/flowstudio-power-automate-build/SKILL.md) | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/action-patterns-connectors.md`<br />`references/action-patterns-core.md`<br />`references/action-patterns-data.md`<br />`references/build-patterns.md`<br />`references/flow-schema.md`<br />`references/trigger-types.md` |
+| [flowstudio-power-automate-debug](../skills/flowstudio-power-automate-debug/SKILL.md) | Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/common-errors.md`<br />`references/debug-workflow.md` |
+| [flowstudio-power-automate-governance](../skills/flowstudio-power-automate-governance/SKILL.md) | Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned resources, audit connector usage, enforce compliance standards, manage notification rules, and compute governance scores — all without Dataverse or the CoE Starter Kit. Load this skill when asked to: tag or classify flows, set business impact, assign ownership, detect orphans, audit connectors, check compliance, compute archive scores, manage notification rules, run a governance review, generate a compliance report, offboard a maker, or any task that involves writing governance metadata to flows. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app | None |
+| [flowstudio-power-automate-mcp](../skills/flowstudio-power-automate-mcp/SKILL.md) | Give your AI agent the same visibility you have in the Power Automate portal — plus a bit more. The Graph API only returns top-level run status. Flow Studio MCP exposes action-level inputs, outputs, loop iterations, and nested child flow failures. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app | `references/MCP-BOOTSTRAP.md`<br />`references/action-types.md`<br />`references/connection-references.md`<br />`references/tool-reference.md` |
+| [flowstudio-power-automate-monitoring](../skills/flowstudio-power-automate-monitoring/SKILL.md) | Monitor Power Automate flow health, track failure rates, and inventory tenant assets using the FlowStudio MCP cached store. The live API only returns top-level run status. Store tools surface aggregated stats, per-run failure details with remediation hints, maker activity, and Power Apps inventory — all from a fast cache with no rate-limit pressure on the PA API. Load this skill when asked to: check flow health, find failing flows, get failure rates, review error trends, list all flows with monitoring enabled, check who built a flow, find inactive makers, inventory Power Apps, see environment or connection counts, get a flow summary, or any tenant-wide health overview. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app | None |
 | [fluentui-blazor](../skills/fluentui-blazor/SKILL.md) | Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming. | `references/DATAGRID.md`<br />`references/LAYOUT-AND-NAVIGATION.md`<br />`references/SETUP.md`<br />`references/THEMING.md` |
 | [folder-structure-blueprint-generator](../skills/folder-structure-blueprint-generator/SKILL.md) | Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks. | None |
 | [game-engine](../skills/game-engine/SKILL.md) | Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games. | `assets/2d-maze-game.md`<br />`assets/2d-platform-game.md`<br />`assets/gameBase-template-repo.md`<br />`assets/paddle-game-template.md`<br />`assets/simple-2d-engine.md`<br />`references/3d-web-games.md`<br />`references/algorithms.md`<br />`references/basics.md`<br />`references/game-control-mechanisms.md`<br />`references/game-engine-core-principles.md`<br />`references/game-publishing.md`<br />`references/techniques.md`<br />`references/terminology.md`<br />`references/web-apis.md` |

plugins/flowstudio-power-automate/.github/plugin/plugin.json

@@ -1,7 +1,7 @@
 {
   "name": "flowstudio-power-automate",
-  "description": "Complete toolkit for managing Power Automate cloud flows via the FlowStudio MCP server. Includes skills for connecting to the MCP server, debugging failed flow runs, and building/deploying flows from natural language.",
-  "version": "1.0.0",
+  "description": "Give your AI agent full visibility into Power Automate cloud flows via the FlowStudio MCP server. Connect, debug, build, monitor health, and govern flows at scale — action-level inputs and outputs, not just status codes.",
+  "version": "2.0.0",
   "author": {
     "name": "Awesome Copilot Community"
   },
@@ -14,11 +14,15 @@
     "mcp",
     "model-context-protocol",
     "cloud-flows",
-    "workflow-automation"
+    "workflow-automation",
+    "monitoring",
+    "governance"
   ],
   "skills": [
     "./skills/flowstudio-power-automate-mcp/",
     "./skills/flowstudio-power-automate-debug/",
-    "./skills/flowstudio-power-automate-build/"
+    "./skills/flowstudio-power-automate-build/",
+    "./skills/flowstudio-power-automate-monitoring/",
+    "./skills/flowstudio-power-automate-governance/"
   ]
 }

plugins/flowstudio-power-automate/README.md

@@ -1,13 +1,26 @@
 # FlowStudio Power Automate Plugin
 
-Complete toolkit for managing Power Automate cloud flows via the FlowStudio MCP server. Connect, debug, and build/deploy flows using AI agents.
+Give your AI agent the same visibility you have in the Power Automate portal. The Graph API only returns top-level run status — agents can't see action inputs, loop iterations, nested failures, or who owns a flow. Flow Studio MCP exposes all of it.
 
-Requires a FlowStudio MCP subscription — see https://flowstudio.app
+This plugin includes five skills covering the full lifecycle: connect, debug, build, monitor, and govern Power Automate cloud flows.
+
+Requires a [FlowStudio MCP](https://mcp.flowstudio.app) subscription.
+
+## What Agents Can't See Today
+
+| What you see in the portal | What agents see via Graph API |
+|---|---|
+| Action inputs and outputs | Run passed or failed (no detail) |
+| Loop iteration data | Nothing |
+| Child flow failures | Top-level error code only |
+| Flow health and failure rates | Nothing |
+| Who built a flow, what connectors it uses | Nothing |
+
+Flow Studio MCP fills these gaps.
 
 ## Installation
 
 ```bash
-# Using Copilot CLI
 copilot plugin install flowstudio-power-automate@awesome-copilot
 ```
 
@@ -17,21 +30,44 @@ copilot plugin install flowstudio-power-automate@awesome-copilot
 
 | Skill | Description |
 |-------|-------------|
-| `flowstudio-power-automate-mcp` | Core connection setup, tool discovery, and CRUD operations for Power Automate cloud flows via the FlowStudio MCP server. |
-| `flowstudio-power-automate-debug` | Step-by-step diagnostic workflow for investigating and fixing failing Power Automate cloud flow runs. |
-| `flowstudio-power-automate-build` | Build, scaffold, and deploy Power Automate cloud flows from natural language descriptions with bundled action pattern templates. |
+| `flowstudio-power-automate-mcp` | Core connection setup, tool discovery, and operations — list flows, read definitions, check runs, resubmit, cancel. |
+| `flowstudio-power-automate-debug` | Step-by-step diagnostic workflow — action-level inputs and outputs, not just error codes. Identifies root cause across nested child flows and loop iterations. |
+| `flowstudio-power-automate-build` | Build and deploy flow definitions from scratch — scaffold triggers, wire connections, deploy, and test via resubmit. |
+| `flowstudio-power-automate-monitoring` | Flow health from the cached store — failure rates, run history with remediation hints, maker inventory, Power Apps, environment and connection counts. |
+| `flowstudio-power-automate-governance` | Governance workflows — classify flows by business impact, detect orphaned resources, audit connectors, manage notification rules, compute archive scores. |
+
+The first three skills call the live Power Automate API. The monitoring and governance skills read from a cached daily snapshot with aggregated stats and governance metadata.
+
+## Prerequisites
+
+- A [FlowStudio MCP](https://mcp.flowstudio.app) subscription
+- MCP endpoint: `https://mcp.flowstudio.app/mcp`
+- API key (passed as `x-api-key` header — not Bearer)
 
 ## Getting Started
 
 1. Install the plugin
-2. Subscribe to FlowStudio MCP at https://flowstudio.app
-3. Configure your MCP connection with the JWT from your workspace
-4. Ask Copilot to list your flows, debug a failure, or build a new flow
+2. Get your API key at [mcp.flowstudio.app](https://mcp.flowstudio.app)
+3. Configure the MCP connection in VS Code (`.vscode/mcp.json`):
+   ```json
+   {
+     "servers": {
+       "flowstudio": {
+         "type": "http",
+         "url": "https://mcp.flowstudio.app/mcp",
+         "headers": { "x-api-key": "<YOUR_TOKEN>" }
+       }
+     }
+   }
+   ```
+4. Ask Copilot to list your flows, debug a failure, build a new flow, check flow health, or run a governance review
 
 ## Source
 
 This plugin is part of [Awesome Copilot](https://github.com/github/awesome-copilot), a community-driven collection of GitHub Copilot extensions.
 
+Skills source: [ninihen1/power-automate-mcp-skills](https://github.com/ninihen1/power-automate-mcp-skills)
+
 ## License
 
 MIT