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Expert knowledge for Azure Fluid Relay development including troubleshooting, best practices, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Passed 19 of 21 test cases with the skill, and 4 of 21 without it.
and 15 more in the full report
18 fixed3 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
When invoking the preferred documentation fetching tool for Azure Fluid Relay learning topics, what mandatory tracking query parameter string must be appended to the target URL?
| Checked | Without skill | With skill |
|---|---|---|
| Specify the query parameter string from=learn-agent-skill | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Fluid Relay. Covers troubleshooting, best practices, limits & quotas, security, configuration, integrations & coding patterns, and deployment. 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 |
|---|---|---|
| Troubleshooting | L35-L39 | Recovering from corrupted Azure Fluid Relay container data, including detection, mitigation steps, and restoring or reconstructing data to resume collaboration. |
| Best Practices | L40-L44 | Guidance on integrating Azure Fluid Relay with test automation frameworks, setting up automated tests, and validating Fluid collaboration scenarios in CI/CD workflows. |
| Limits & Quotas | L45-L49 | Details on Azure Fluid Relay capacity limits, throttling behavior, quotas per tenant/container, and guidance to avoid or handle rate limiting and overuse scenarios. |
| Security | L50-L60 | Securing Fluid Relay apps: auth/JWT design, token providers, key rotation, CMK and data encryption, and validating container creator identity. |
| Configuration | L61-L66 | Configuring compatible Fluid Framework client/server versions with Azure Fluid Relay and deleting Fluid Relay containers via Azure CLI. |
| Integrations & Coding Patterns | L67-L73 | Building Fluid apps with AzureClient: connecting to Azure Fluid Relay, configuring local dev/test mode, and using audience APIs with React for presence and user management |
| Deployment | L74-L77 | Guidance for deploying Fluid Framework apps with Azure Fluid Relay to Azure Static Web Apps, including setup, configuration, and integration steps for hosting collaborative apps. |
| Topic | URL |
|---|---|
| Recover corrupted Azure Fluid Relay container data | https://learn.microsoft.com/en-us/azure/azure-fluid-relay/how-tos/container-recovery |
| Topic | URL |
|---|---|
| Use test automation frameworks with Azure Fluid Relay | https://learn.microsoft.com/en-us/azure/azure-fluid-relay/how-tos/test-automation |
| Topic | URL |
|---|---|
| Review Azure Fluid Relay service limits and throttling | https://learn.microsoft.com/en-us/azure/azure-fluid-relay/reference/service-limits |
test cases passed, vs 4 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.