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feat(flowstudio): align Power Automate skills with MCP server v1.1.6 (#1564)

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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.
This commit is contained in:
Catherine Han
2026-04-30 10:29:31 +10:00
committed by GitHub
parent e5cc566b7a
commit fe4436cbe6
7 changed files with 280 additions and 354 deletions
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29
plugins/flowstudio-power-automate/README.md
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@@ -8,13 +8,13 @@ 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 |
| 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.
@@ -28,13 +28,13 @@ copilot plugin install flowstudio-power-automate@awesome-copilot
### Skills
| Skill | Description |
|-------|-------------|
| `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. |
| 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 — 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.
@@ -49,6 +49,7 @@ The first three skills call the live Power Automate API. The monitoring and gove
1. Install the plugin
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": {