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Expert knowledge for Azure Table Storage development including best practices, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns.
Passed 16 of 19 test cases with the skill, and 11 of 19 without it.
and 4 more in the full report
7 fixed12 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
An administrator notices that `mcp_microsoftdocs` tools are missing from the current system setup when trying to pull Azure storage docs. What exact repository link should be provided to guide them through installing the MCP server?
| Checked | Without skill | With skill |
|---|---|---|
| https://github.com/MicrosoftDocs/mcp/blob/main/README.md | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Table Storage. Covers best practices, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description |
|---|---|---|
| Best Practices | L34-L38 | Guidance on designing scalable table schemas, partition/row key strategies, throughput optimization, and performance tuning patterns for Azure Table storage. |
| Architecture & Design Patterns | L39-L48 | Designing Azure Table Storage schemas: partition/row key strategies, query-optimized models, handling relationships, efficient updates, and common design patterns/anti-patterns. |
| Limits & Quotas | L49-L53 | Scalability limits, throughput targets, and performance constraints for Azure Table Storage, including partition key design, request rates, and capacity planning. |
| Security | L54-L60 | Configuring Azure Table Storage security: using Microsoft Entra ID, assigning RBAC roles, and applying best practices for access control and data protection. |
| Configuration | L61-L65 | Configuring Azure Table Storage monitoring: enabling metrics and logs, understanding available telemetry, and setting up alerts for performance, availability, and diagnostics. |
| Integrations & Coding Patterns | L66-L69 | Using Azure PowerShell to manage Table storage: create/delete tables, insert/query/update/delete entities, and script common data operations. |
| Topic | URL |
|---|---|
| Apply performance and scalability best practices for Azure Table storage | https://learn.microsoft.com/en-us/azure/storage/tables/storage-performance-checklist |
| Topic | URL |
|---|---|
| Design scalable, cost-efficient schemas in Azure Table storage | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design |
| Design Azure Table storage for efficient data modification | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design-for-modification |
| Design Azure Table storage schemas optimized for queries | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design-for-query |
| Apply Azure Table storage design guidelines for efficient access | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design-guidelines |
| Model relationships in Azure Table storage designs | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design-modeling |
| Use Azure Table storage design and anti-patterns effectively | https://learn.microsoft.com/en-us/azure/storage/tables/table-storage-design-patterns |
test cases passed, vs 11 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.