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azure-ai-agents-persistent-dotnet

Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.

46

Quality

48%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./plugins/antigravity-awesome-skills/skills/azure-ai-agents-persistent-dotnet/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

64%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a solid, actionable SDK reference skill with excellent executable code examples covering the full agent lifecycle. Its main weaknesses are the monolithic structure (everything in one file with no progressive disclosure to supporting files) and missing validation/error recovery steps in the workflow despite involving multi-step operations with external services. Some boilerplate sections and advice Claude already knows could be trimmed.

Suggestions

Add explicit error handling and validation checkpoints within the core workflow steps — e.g., check for RunStatus.Failed after polling and show recovery/retry logic inline rather than just listing it as a best practice.

Move reference tables (Available Tools, Streaming Update Types, Key Types Reference) into a separate REFERENCE.md file and link to it from the main skill to improve progressive disclosure and reduce token usage.

Remove the boilerplate 'When to Use' and 'Limitations' sections and trim best practices that state things Claude already knows (e.g., 'use async methods', 'use using statements').

DimensionReasoningScore

Conciseness

The skill is mostly efficient with executable code examples, but includes some unnecessary sections like 'When to Use' and 'Limitations' that are boilerplate filler. The reference tables at the end (streaming update types, key types) add bulk that could be in a separate reference file. The best practices section contains some advice Claude already knows (use async, use using statements).

2 / 3

Actionability

The skill provides fully executable, copy-paste ready C# code for every major workflow: agent creation, threading, polling, streaming, function calling, file search, Bing grounding, Azure AI Search, cleanup, and error handling. Code examples are complete with proper imports and realistic parameters.

3 / 3

Workflow Clarity

The core workflow is clearly numbered (1-9) with a logical sequence from creation to cleanup. However, there are no explicit validation checkpoints — for example, after creating a run, there's no guidance on what to do if the run fails or enters an unexpected status. The polling loop checks for completion but doesn't handle the Failed or Cancelled states despite the best practices section mentioning them.

2 / 3

Progressive Disclosure

The content is well-structured with clear headers and a logical progression, but it's monolithic — all content is inline in a single file with no bundle files to offload reference tables, advanced scenarios, or detailed API documentation. The reference tables (Available Tools, Streaming Update Types, Key Types) could be in separate files to keep the main skill leaner.

2 / 3

Total

9

/

12

Passed

Description

32%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description identifies a specific technology domain (Azure AI Agents SDK for .NET) and mentions key concepts, but it reads more like a product tagline than a skill selection guide. It critically lacks a 'Use when...' clause, making it difficult for Claude to know when to select this skill over others. The action verbs are limited to 'creating and managing,' which doesn't convey the full range of capabilities.

Suggestions

Add an explicit 'Use when...' clause, e.g., 'Use when the user asks about building AI agents with Azure, working with the Azure.AI.Projects SDK, or managing agent threads and runs in C#/.NET.'

Include common user-facing trigger terms and variations such as 'C#', 'Azure OpenAI agents', 'assistant API', 'agent conversations', or 'PersistentAgent' to improve matching.

List more specific concrete actions beyond 'creating and managing', e.g., 'Creates agents with custom instructions, manages conversation threads, submits and polls runs, integrates tools like code interpreter and file search.'

DimensionReasoningScore

Specificity

Names the domain (Azure AI Agents SDK for .NET) and lists some concepts (threads, messages, runs, tools), but these are more like domain nouns than concrete actions. 'Creating and managing' is somewhat specific but not comprehensive in listing what actions the skill enables.

2 / 3

Completeness

It describes what the skill is about (Azure AI Agents SDK for .NET with threads, messages, runs, tools) but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. Per the rubric, a missing 'Use when...' clause caps completeness at 2, and the 'what' portion is also only moderate, so this scores a 1.

1 / 3

Trigger Term Quality

Includes relevant keywords like 'Azure', 'AI Agents', '.NET', 'SDK', 'threads', 'messages', 'runs', and 'tools', which are terms a developer might use. However, it misses common variations like 'C#', 'agent framework', 'Azure OpenAI', or 'assistant API' that users might naturally say.

2 / 3

Distinctiveness Conflict Risk

The mention of 'Azure AI Agents Persistent SDK for .NET' is fairly specific and distinguishes it from generic coding skills. However, it could overlap with other Azure SDK skills, general AI agent skills, or .NET development skills without clearer trigger boundaries.

2 / 3

Total

7

/

12

Passed

Validation

90%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
popey/claude-code-skills
Reviewed

Table of Contents

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