Names the domain (Azure AI Foundry, Microsoft Agent Framework Python SDK) and a general action ('Build persistent agents'), but does not list multiple specific concrete actions like configuring tools, managing agent state, deploying endpoints, etc.

Describes what the skill does ('Build persistent agents on Azure AI Foundry') but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. Per rubric guidelines, a missing 'Use when...' clause caps completeness at 2, and since the 'what' is also thin, this scores a 1.

Includes relevant keywords like 'Azure AI Foundry', 'Microsoft Agent Framework', 'Python SDK', and 'persistent agents', but misses common user variations such as 'Azure agents', 'AI agent', 'foundry agent', 'azure-ai-agent', or mentioning specific capabilities users might ask about.

The combination of 'Azure AI Foundry', 'Microsoft Agent Framework', and 'Python SDK' creates a very specific niche that is unlikely to conflict with other skills. This is a clearly distinct technology stack.

The skill is mostly efficient with good code examples, but there's significant redundancy—the 'Complete Example' section largely repeats patterns already shown in individual sections (function tools, streaming, threads, structured outputs). The boilerplate async context manager setup is repeated 7+ times. The 'When to Use' and 'Limitations' sections are generic filler that add no value.

All code examples are fully executable, copy-paste ready Python with correct imports, async patterns, and concrete usage. The examples cover the full range of capabilities (basic agent, function tools, hosted tools, streaming, threads, structured outputs) with specific, runnable code.

The individual code examples are clear, but there's no explicit workflow for the overall process of setting up and deploying an agent (e.g., no validation steps for checking credentials, verifying the project endpoint, or handling common errors). For a skill involving cloud service interactions, missing error handling guidance and no feedback loops for failed deployments caps this at 2.

The skill references four reference files (tools.md, mcp.md, threads.md, advanced.md) which is good structure, but no bundle files were provided to verify they exist. The main file itself is quite long (~250 lines of content) with the Complete Example section being largely redundant with earlier sections—that content could have been in a reference file instead.