Add microsoft-skill-creator skill

This commit is contained in:
Tianqi Zhang
2026-02-10 14:03:06 +08:00
parent 7aff2eecd3
commit 6b1ac50007
3 changed files with 551 additions and 0 deletions

View File

@@ -0,0 +1,217 @@
---
name: microsoft-skill-creator
description: Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.
context: fork
compatibility: Requires Microsoft Learn MCP Server (https://learn.microsoft.com/api/mcp)
---
# Microsoft Skill Creator
Create hybrid skills for Microsoft technologies that store essential knowledge locally while enabling dynamic Learn MCP lookups for deeper details.
## About Skills
Skills are modular packages that extend agent capabilities with specialized knowledge and workflows. A skill transforms a general-purpose agent into a specialized one for a specific domain.
### Skill Structure
```
skill-name/
├── SKILL.md (required) # Frontmatter (name, description) + instructions
├── references/ # Documentation loaded into context as needed
├── sample_codes/ # Working code examples
└── assets/ # Files used in output (templates, etc.)
```
### Key Principles
- **Frontmatter is critical**: `name` and `description` determine when the skill triggers—be clear and comprehensive
- **Concise is key**: Only include what agents don't already know; context window is shared
- **No duplication**: Information lives in SKILL.md OR reference files, not both
## Learn MCP Tools
| Tool | Purpose | When to Use |
|------|---------|-------------|
| `microsoft_docs_search` | Search official docs | First pass discovery, finding topics |
| `microsoft_docs_fetch` | Get full page content | Deep dive into important pages |
| `microsoft_code_sample_search` | Find code examples | Get implementation patterns |
## Creation Process
### Step 1: Investigate the Topic
Build deep understanding using Learn MCP tools in three phases:
**Phase 1 - Scope Discovery:**
```
microsoft_docs_search(query="{technology} overview what is")
microsoft_docs_search(query="{technology} concepts architecture")
microsoft_docs_search(query="{technology} getting started tutorial")
```
**Phase 2 - Core Content:**
```
microsoft_docs_fetch(url="...") # Fetch pages from Phase 1
microsoft_code_sample_search(query="{technology}", language="{lang}")
```
**Phase 3 - Depth:**
```
microsoft_docs_search(query="{technology} best practices")
microsoft_docs_search(query="{technology} troubleshooting errors")
```
#### Investigation Checklist
After investigating, verify:
- [ ] Can explain what the technology does in one paragraph
- [ ] Identified 3-5 key concepts
- [ ] Have working code for basic usage
- [ ] Know the most common API patterns
- [ ] Have search queries for deeper topics
### Step 2: Clarify with User
Present findings and ask:
1. "I found these key areas: [list]. Which are most important?"
2. "What tasks will agents primarily perform with this skill?"
3. "Which programming language should code samples prioritize?"
### Step 3: Generate the Skill
Use the appropriate template from [skill-templates.md](references/skill-templates.md):
| Technology Type | Template |
|-----------------|----------|
| Client library, NuGet/npm package | SDK/Library |
| Azure resource | Azure Service |
| App development framework | Framework/Platform |
| REST API, protocol | API/Protocol |
#### Generated Skill Structure
```
{skill-name}/
├── SKILL.md # Core knowledge + Learn MCP guidance
├── references/ # Detailed local documentation (if needed)
└── sample_codes/ # Working code examples
├── getting-started/
└── common-patterns/
```
### Step 4: Balance Local vs Dynamic Content
**Store locally when:**
- Foundational (needed for any task)
- Frequently accessed
- Stable (won't change)
- Hard to find via search
**Keep dynamic when:**
- Exhaustive reference (too large)
- Version-specific
- Situational (specific tasks only)
- Well-indexed (easy to search)
#### Content Guidelines
| Content Type | Local | Dynamic |
|--------------|-------|---------|
| Core concepts (3-5) | ✅ Full | |
| Hello world code | ✅ Full | |
| Common patterns (3-5) | ✅ Full | |
| Top API methods | Signature + example | Full docs via fetch |
| Best practices | Top 5 bullets | Search for more |
| Troubleshooting | | Search queries |
| Full API reference | | Doc links |
### Step 5: Validate
1. Review: Is local content sufficient for common tasks?
2. Test: Do suggested search queries return useful results?
3. Verify: Do code samples run without errors?
## Common Investigation Patterns
### For SDKs/Libraries
```
"{name} overview" → purpose, architecture
"{name} getting started quickstart" → setup steps
"{name} API reference" → core classes/methods
"{name} samples examples" → code patterns
"{name} best practices performance" → optimization
```
### For Azure Services
```
"{service} overview features" → capabilities
"{service} quickstart {language}" → setup code
"{service} REST API reference" → endpoints
"{service} SDK {language}" → client library
"{service} pricing limits quotas" → constraints
```
### For Frameworks/Platforms
```
"{framework} architecture concepts" → mental model
"{framework} project structure" → conventions
"{framework} tutorial walkthrough" → end-to-end flow
"{framework} configuration options" → customization
```
## Example: Creating a "Semantic Kernel" Skill
### Investigation
```
microsoft_docs_search(query="semantic kernel overview")
microsoft_docs_search(query="semantic kernel plugins functions")
microsoft_code_sample_search(query="semantic kernel", language="csharp")
microsoft_docs_fetch(url="https://learn.microsoft.com/semantic-kernel/overview/")
```
### Generated Skill
```
semantic-kernel/
├── SKILL.md
└── sample_codes/
├── getting-started/
│ └── hello-kernel.cs
└── common-patterns/
├── chat-completion.cs
└── function-calling.cs
```
### Generated SKILL.md
```markdown
---
name: semantic-kernel
description: Build AI agents with Microsoft Semantic Kernel. Use for LLM-powered apps with plugins, planners, and memory in .NET or Python.
---
# Semantic Kernel
Orchestration SDK for integrating LLMs into applications with plugins, planners, and memory.
## Key Concepts
- **Kernel**: Central orchestrator managing AI services and plugins
- **Plugins**: Collections of functions the AI can call
- **Planner**: Sequences plugin functions to achieve goals
- **Memory**: Vector store integration for RAG patterns
## Quick Start
See [getting-started/hello-kernel.cs](sample_codes/getting-started/hello-kernel.cs)
## Learn More
| Topic | How to Find |
|-------|-------------|
| Plugin development | `microsoft_docs_search(query="semantic kernel plugins custom functions")` |
| Planners | `microsoft_docs_search(query="semantic kernel planner")` |
| Memory | `microsoft_docs_fetch(url="https://learn.microsoft.com/en-us/semantic-kernel/frameworks/agent/agent-memory")` |
```

View File

@@ -0,0 +1,333 @@
# Skill Templates
Ready-to-use templates for different types of Microsoft technologies.
## Template 1: SDK/Library Skill
For client libraries, SDKs, and programming frameworks.
```markdown
---
name: {sdk-name}
description: {What it does}. Use when agents need to {primary task} with {technology context}. Supports {languages/platforms}.
---
# {SDK Name}
{One paragraph: what it is, why it exists, when to use it}
## Installation
{Package manager commands for supported languages}
## Key Concepts
{3-5 essential concepts, one paragraph each max}
### {Concept 1}
{Brief explanation}
### {Concept 2}
{Brief explanation}
## Quick Start
{Minimal working example - inline if <30 lines, otherwise reference sample_codes/}
## Common Patterns
### {Pattern 1: e.g., "Basic CRUD"}
```{language}
{code}
```
### {Pattern 2: e.g., "Error Handling"}
```{language}
{code}
```
## API Quick Reference
| Class/Method | Purpose | Example |
|--------------|---------|---------|
| {name} | {what it does} | `{usage}` |
For full API documentation:
- `microsoft_docs_search(query="{sdk} {class} API reference")`
- `microsoft_docs_fetch(url="{url}")`
## Best Practices
- **Do**: {recommendation}
- **Do**: {recommendation}
- **Avoid**: {anti-pattern}
See [best-practices.md](references/best-practices.md) for detailed guidance.
## Learn More
| Topic | How to Find |
|-------|-------------|
| {Advanced topic 1} | `microsoft_docs_search(query="{sdk} {topic}")` |
| {Advanced topic 2} | `microsoft_docs_fetch(url="{url}")` |
| {Code examples} | `microsoft_code_sample_search(query="{sdk} {scenario}", language="{lang}")` |
```
---
## Template 2: Azure Service Skill
For Azure services and cloud resources.
```markdown
---
name: {service-name}
description: Work with {Azure Service}. Use when agents need to {primary capabilities}. Covers provisioning, configuration, and SDK usage.
---
# {Azure Service Name}
{One paragraph: what the service does, primary use cases}
## Overview
- **Category**: {Compute/Storage/AI/Networking/etc.}
- **Key capability**: {main value proposition}
- **When to use**: {scenarios}
## Getting Started
### Prerequisites
- Azure subscription
- {Other requirements}
### Provisioning
{CLI/Portal/Bicep snippet for creating the resource}
## SDK Usage ({Language})
### Installation
```
{package install command}
```
### Authentication
```{language}
{auth code pattern}
```
### Basic Operations
```{language}
{CRUD or primary operations}
```
## Key Configurations
| Setting | Purpose | Default |
|---------|---------|---------|
| {setting} | {what it controls} | {value} |
## Pricing & Limits
- **Pricing model**: {consumption/tier-based/etc.}
- **Key limits**: {important quotas}
For current pricing: `microsoft_docs_search(query="{service} pricing")`
## Common Patterns
### {Pattern 1}
{Code or configuration}
### {Pattern 2}
{Code or configuration}
## Troubleshooting
| Issue | Solution |
|-------|----------|
| {Common error} | {Fix} |
For more issues: `microsoft_docs_search(query="{service} troubleshoot {symptom}")`
## Learn More
| Topic | How to Find |
|-------|-------------|
| REST API | `microsoft_docs_fetch(url="{url}")` |
| ARM/Bicep | `microsoft_docs_search(query="{service} bicep template")` |
| Security | `microsoft_docs_search(query="{service} security best practices")` |
```
---
## Template 3: Framework/Platform Skill
For development frameworks and platforms (e.g., ASP.NET, MAUI, Blazor).
```markdown
---
name: {framework-name}
description: Build {type of apps} with {Framework}. Use when agents need to create, modify, or debug {framework} applications.
---
# {Framework Name}
{One paragraph: what it is, what you build with it, why choose it}
## Project Structure
```
{typical-project}/
├── {folder}/ # {purpose}
├── {file} # {purpose}
└── {file} # {purpose}
```
## Getting Started
### Create New Project
```bash
{CLI command to scaffold}
```
### Project Configuration
{Key files to configure and what they control}
## Core Concepts
### {Concept 1: e.g., "Components"}
{Explanation with minimal code example}
### {Concept 2: e.g., "Routing"}
{Explanation with minimal code example}
### {Concept 3: e.g., "State Management"}
{Explanation with minimal code example}
## Common Patterns
### {Pattern 1}
```{language}
{code}
```
### {Pattern 2}
```{language}
{code}
```
## Configuration Options
| Setting | File | Purpose |
|---------|------|---------|
| {setting} | {file} | {what it does} |
## Deployment
{Brief deployment guidance or reference}
For detailed deployment: `microsoft_docs_search(query="{framework} deploy {target}")`
## Learn More
| Topic | How to Find |
|-------|-------------|
| {Advanced feature} | `microsoft_docs_search(query="{framework} {feature}")` |
| {Integration} | `microsoft_docs_fetch(url="{url}")` |
| {Samples} | `microsoft_code_sample_search(query="{framework} {scenario}")` |
```
---
## Template 4: API/Protocol Skill
For APIs, protocols, and specifications (e.g., Microsoft Graph, OOXML).
```markdown
---
name: {api-name}
description: Interact with {API/Protocol}. Use when agents need to {primary operations}. Covers authentication, endpoints, and common operations.
---
# {API/Protocol Name}
{One paragraph: what it provides access to, primary use cases}
## Authentication
{Auth method and code pattern}
## Base Configuration
- **Base URL**: `{url}`
- **Version**: `{version}`
- **Format**: {JSON/XML/etc.}
## Common Endpoints/Operations
### {Operation 1: e.g., "List Items"}
```
{HTTP method} {endpoint}
```
```{language}
{SDK code}
```
### {Operation 2: e.g., "Create Item"}
```
{HTTP method} {endpoint}
```
```{language}
{SDK code}
```
## Request/Response Patterns
### Pagination
{How to handle pagination}
### Error Handling
{Error format and common codes}
## Quick Reference
| Operation | Endpoint/Method | Notes |
|-----------|-----------------|-------|
| {op} | `{endpoint}` | {note} |
## Permissions/Scopes
| Operation | Required Permission |
|-----------|---------------------|
| {op} | `{permission}` |
## Learn More
| Topic | How to Find |
|-------|-------------|
| Full endpoint reference | `microsoft_docs_fetch(url="{url}")` |
| Permissions | `microsoft_docs_search(query="{api} permissions {resource}")` |
| SDKs | `microsoft_docs_search(query="{api} SDK {language}")` |
```
---
## Choosing a Template
| Technology Type | Template | Examples |
|-----------------|----------|----------|
| Client library, NuGet/npm package | SDK/Library | Semantic Kernel, Azure SDK, MSAL |
| Azure resource | Azure Service | Cosmos DB, Azure Functions, App Service |
| App development framework | Framework/Platform | ASP.NET Core, Blazor, MAUI |
| REST API, protocol, specification | API/Protocol | Microsoft Graph, OOXML, FHIR |
## Customization Guidelines
Templates are starting points. Customize by:
1. **Adding sections** for unique aspects of the technology
2. **Removing sections** that don't apply
3. **Adjusting depth** based on complexity (more concepts for complex tech)
4. **Adding reference files** for detailed content that doesn't fit in SKILL.md
5. **Adding sample_codes/** for working examples beyond inline snippets