home / skills / robdtaylor / personal-ai-infrastructure / powerplatform
This skill generates deployable Power Automate flows from natural language descriptions by reading connector schemas and packaging a solution.
npx playbooks add skill robdtaylor/personal-ai-infrastructure --skill powerplatformReview the files below or copy the command above to add this skill to your agents.
---
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:
```bash
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:
```json
{
"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:
```json
"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
```json
"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**:
```bash
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 |
This skill generates Power Automate flows from plain-language requests and builds deployable solution packages ready to import into your Power Platform environment. It reads connector schemas exported in your work repo, maps triggers/actions, and emits flow JSON and a solution ZIP placed in the generated folder. Use it when you ask to create flows, automate workflows, or describe a business process to automate.
It inspects manifest.json and connector schema files in your work repo to determine available triggers, actions, and operation IDs. From the user request it extracts the trigger, actions, conditions, and data flow, then composes a Power Automate workflow JSON with connectionReferences and expression syntax. Finally it packages the workflow into the solution structure and writes the solution ZIP to the generated directory for import.
Can this skill deploy flows directly into my Power Platform tenant?
No. It creates solution packages and Flow JSON. You must import the solution and map connection references in your environment.
What if connector schemas are missing or stale?
If manifest.json or connector schema files are missing or out of date, I will prompt you to run the export script at work and provide the updated files.