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Catherine Han e67c66c441 Update FlowStudio Power Automate skills (#1664 )

* feat(flowstudio): align Power Automate skills with MCP server v1.1.6

Foundation skill (flowstudio-power-automate-mcp) rewritten to use the
server's new tool_search and list_skills meta-tools (v1.1.5+) for
discovery instead of cataloging every tool by hand. Cut from 519 to
295 lines. New "Which Skill to Use When" intent-keyed decision tree
points at the four specialized skills.

Build/debug/governance/monitoring updated for use-case framing. Tools
that genuinely cross tiers (e.g. debug skill borrowing
get_store_flow_summary) are correct when the workflow needs them — the
split between skills is by use-case intent, not by tool partition.

Build skill: new Step 3a Resolving Dynamic Connector Values covers
get_live_dynamic_options outer-parameter auto-bridge (v1.1.6+) and the
AadGraph user-picker fallback via shared_office365users.SearchUserV2
(replaces broken builtInOperation:AadGraph.GetUsers).

Debug skill: Outlook user-picker failure note pointing at the fallback.

Monitoring skill description disambiguates from the server's monitor-flow
tool bundle (runtime control of a single flow) — this skill is
tenant-wide health analytics over the cached store.

All 5 skills validate via npm run skill:validate; line endings LF only;
codespell clean; auto-regenerated docs/README.skills.md included.

* fix(flowstudio): remove deprecated tool references

The v1.1.5 MCP server release marked 5 tools [DEPRECATED] but the
previous alignment commit missed them. Replacements per server source:

- get_live_flow_http_schema → read trigger.inputs.schema from get_live_flow
- get_live_flow_trigger_url → read trigger.metadata.callbackUrl from get_live_flow
- get_store_flow_trigger_url → get_store_flow.triggerUrl field
- get_store_flow_errors → get_store_flow_runs(status=["Failed"])
- set_store_flow_state → set_live_flow_state

Touches build, debug, governance, monitoring SKILL.md and the
foundation skill's tool-reference.md. Remaining mentions of the
deprecated names are intentional — they live in deprecation notices
naming the obsolete wrapper alongside its replacement.

* Update FlowStudio Power Automate skills

* Cover latest FlowStudio MCP actions

* Trim FlowStudio Power Automate skills

* Number FlowStudio build workflow steps

2026-05-11 11:28:29 +10:00

3.8 KiB

Raw Blame History

FlowStudio Power Automate Plugin

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.

This plugin includes five skills covering the full lifecycle: connect, debug, build, monitor, and govern Power Automate cloud flows.

Requires a FlowStudio MCP 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

copilot plugin install flowstudio-power-automate@awesome-copilot

What's Included

Skills

Skill	Description
`flowstudio-power-automate-mcp`	Foundation skill — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills`/`tool_search`, oversized-response handling. Load first.
`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 — load `create-flow`, discover connector operations, resolve dynamic options/properties, wire connection templates, 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 subscription
MCP endpoint: https://mcp.flowstudio.app/mcp
API key (passed as x-api-key header — not Bearer)

Getting Started

Install the plugin
Get your API key at mcp.flowstudio.app

Configure the MCP connection in VS Code (.vscode/mcp.json):

{
  "servers": {
    "flowstudio": {
      "type": "http",
      "url": "https://mcp.flowstudio.app/mcp",
      "headers": { "x-api-key": "<YOUR_TOKEN>" }
    }
  }
}

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, a community-driven collection of GitHub Copilot extensions.

Skills source: ninihen1/power-automate-mcp-skills

License

MIT

3.8 KiB Raw Blame History