microsoft-docs
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.
80
83%
Does it follow best practices?
Impact
56%
1.24xAverage score across 3 eval scenarios
Passed
No findings from the security scan
The canonical home for this skill is microsoft-docs in github/awesome-copilot
Evaluation results
55%
AI-Assisted Code Analysis Tool with Local LLM
Aspire community toolkit tool routing
No Learn MCP for Aspire
100%
100%
Context7 used
0%
0%
Community toolkit library ID
0%
0%
Library ID resolution step
0%
0%
Ollama-specific findings
100%
100%
Specific query terms
100%
100%
No Azure confusion
100%
100%
53%
33%Automated Azure Functions Deployment Pipeline
Multi-source documentation routing
Context7 for GitHub
0%
20%
GitHub library ID
0%
53%
Learn MCP for Azure
0%
33%
Library ID resolution step
0%
20%
Specific GitHub query
100%
100%
Specific Azure query
100%
100%
Code sample search used
0%
0%
Tool distinction explained
0%
100%
60%
Code Review Assistant VS Code Extension
VS Code documentation tool routing
No Learn MCP for VS Code
100%
100%
Context7 used for VS Code
0%
0%
Extension API library ID
0%
0%
Library ID resolution step
0%
0%
Specific query intent
100%
100%
TreeView API findings
100%
100%
Contribution points findings
100%
100%
No learn.microsoft.com attribution
100%
100%
Query specificity
100%
100%
- Repository
- microsoft/ai-agents-for-beginners
- Commit
265bf47
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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