Agent Skills: PowerPlatform - Flow Generation Skill

Generate Power Automate flows from natural language. Reads connector schemas from work repo, outputs deployable solution files. USE WHEN user says 'create flow', 'power automate', 'automate workflow', or describes a business process to automate.

UncategorizedID: robdtaylor/personal-ai-infrastructure/PowerPlatform

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pnpm dlx add-skill https://github.com/robdtaylor/personal-ai-infrastructure/tree/HEAD/skills/PowerPlatform

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skills/PowerPlatform/SKILL.md

Skill Metadata

Name
Powerplatform
Description
Generate Power Automate flows from natural language. Reads connector schemas from work repo, outputs deployable solution files. USE WHEN user says 'create flow', 'power automate', 'automate workflow', or describes a business process to automate.

PowerPlatform - Flow Generation Skill

Generate Power Automate flows from natural language descriptions using connector schemas exported from your work environment.

Examples

Example: Simple notification flow

User: "Create a flow that sends me a Teams message when I get an email with 'urgent' in the subject"
-> Reads Office365/Teams connector schemas
-> Generates flow JSON with email trigger + Teams action
-> Outputs solution ZIP to work repo

Example: Approval workflow

User: "Make a flow for document approval - when a file is added to SharePoint, start an approval, then move to approved/rejected folder"
-> Uses SharePoint trigger + Approvals + SharePoint actions
-> Includes conditional branching
-> Outputs deployable solution

Architecture

Work Repo (schemas)                    PAI (this skill)
~/Projects/work/scripts/               ~/.claude/skills/PowerPlatform/
power-platform/
├── connectors/          ──reads──>    ├── SKILL.md
│   ├── shared_teams.json              ├── templates/
│   ├── shared_outlook.json            ├── reference/
│   └── ...                            └── examples/
├── manifest.json
└── generated/           <──writes──   [Solution ZIPs]

Workflow

1. Check Available Connectors

Before generating, read the manifest to see what connectors are available:

cat ~/Projects/work/scripts/power-platform/manifest.json

If manifest.json doesn't exist or is stale, inform user to run the export script at work.

2. Parse User Request

Extract from natural language:

  • Trigger: What starts the flow (email arrives, file created, scheduled, manual)
  • Actions: What the flow does (send message, create item, update record)
  • Conditions: Any branching logic (if/then, switch)
  • Data flow: What data passes between steps

3. Generate Flow Definition

Create the flow JSON following Power Automate schema. Key structure:

{
  "properties": {
    "definition": {
      "$schema": "https://schema.management.azure.com/providers/Microsoft.Logic/schemas/2016-06-01/workflowdefinition.json#",
      "triggers": { ... },
      "actions": { ... }
    },
    "connectionReferences": { ... }
  }
}

4. Package as Solution

Wrap in solution structure for import:

solution/
├── [Content_Types].xml
├── customizations.xml
├── solution.xml
└── Workflows/
    └── {flow-guid}-{flow-name}.json

5. Output

Save to: ~/Projects/work/scripts/power-platform/generated/


Connection References

Flows use connection references that map to actual connections in the target environment. Use placeholder IDs that will be resolved on import:

"connectionReferences": {
  "shared_teams": {
    "connectionName": "shared_teams",
    "source": "Embedded",
    "id": "/providers/Microsoft.PowerApps/apis/shared_teams",
    "tier": "NotSpecified"
  }
}

On import, Power Platform prompts user to map these to their actual connections.


Expression Syntax

Power Automate uses a specific expression language. Common patterns:

Dynamic Content References

@{triggerOutputs()?['body/subject']}           # Email subject from trigger
@{body('Get_item')?['Title']}                  # Field from previous action
@{items('Apply_to_each')?['name']}             # Current item in loop

Functions

@{utcNow()}                                    # Current timestamp
@{concat('Hello ', triggerBody()?['name'])}   # String concatenation
@{if(equals(1,1),'yes','no')}                 # Conditional
@{length(body('Get_items')?['value'])}        # Array length
@{formatDateTime(utcNow(),'yyyy-MM-dd')}      # Date formatting

Conditions

"expression": {
  "and": [
    { "contains": ["@triggerOutputs()?['body/subject']", "urgent"] },
    { "equals": ["@triggerOutputs()?['body/importance']", "high"] }
  ]
}

See reference/expressions.md for full syntax guide.


Common Triggers

| Trigger | Connector | Use Case | |---------|-----------|----------| | When_a_new_email_arrives | Office365 | Email automation | | When_a_file_is_created | SharePoint | Document workflows | | When_an_item_is_created | SharePoint | List automation | | When_a_row_is_added | Dataverse | Database triggers | | Recurrence | Schedule | Scheduled jobs | | manual | Manual | Button-triggered | | When_a_HTTP_request_is_received | HTTP | Webhook/API trigger |


Common Actions

| Action | Connector | Use Case | |--------|-----------|----------| | Send_an_email | Office365 | Email notifications | | Post_message_in_a_chat_or_channel | Teams | Team notifications | | Create_item | SharePoint | Add list items | | Update_item | SharePoint | Modify list items | | Start_and_wait_for_an_approval | Approvals | Approval workflows | | Create_a_row | Dataverse | Database writes | | HTTP | HTTP | External API calls |


Templates

Pre-built patterns in templates/:

  • approval-flow.json - Standard approval workflow
  • notification-flow.json - Event-triggered notifications
  • scheduled-report.json - Scheduled data collection
  • form-processing.json - Forms response handling
  • file-sync.json - Cross-system file operations

Generation Process

When asked to create a flow:

  1. Read available schemas:

    ls ~/Projects/work/scripts/power-platform/connectors/
    cat ~/Projects/work/scripts/power-platform/manifest.json
    
  2. Load relevant connector schemas for the requested functionality

  3. Select appropriate template or build from scratch

  4. Generate flow JSON with:

    • Unique GUID for flow
    • Proper trigger configuration
    • Action sequence with correct operation IDs
    • Connection references for all connectors used
    • Expression syntax for dynamic content
  5. Create solution package using tools/package-solution.sh

  6. Save to generated folder and inform user


Limitations

  • Cannot deploy directly - User must import at work
  • Connection mapping required - User maps connections on import
  • Premium connectors - Some require premium licenses
  • Custom connectors - Not supported without schema export
  • Schema freshness - Depends on export frequency at work

Files Reference

| File | Purpose | |------|---------| | templates/*.json | Pre-built flow patterns | | reference/expressions.md | Expression syntax guide | | reference/triggers.md | Trigger configurations | | reference/actions.md | Action configurations | | examples/*.json | Working example flows | | tools/package-solution.sh | Solution packager script |