azure-sdk-sample-review

name	azure-sdk-sample-review
description	Reviews Azure SDK samples for best practices, credentials, errors, and docs. Auto-detects language.
domain	sdk-review

USE FOR

• "review Azure SDK sample"
• "check TypeScript/Python/.NET/Go/Java/Rust sample"
• Reviewing credential handling, error patterns, documentation in Azure SDK samples
• Reviewing quickstart articles for SDK guidance
• "SDK code review", "review sample credentials"

DO NOT USE FOR

• General code review unrelated to Azure SDK
• Production application code
• Azure service configuration

Context

Reviews Azure SDK code samples for publication. Supports TypeScript (@azure/*), Python (azure-*), .NET (Azure.*), Go (azcore), Java (com.azure.*), Rust (azure_*), and quickstart articles.

Language Detection

TS: .ts, @azure/* | Py: .py, azure-* | .NET: .cs, Azure.* | Go: .go, azcore | Java: .java, com.azure.* | Rust: .rs, azure_* | Quickstart: .md

Review Architecture — 3-Layer Model

Execute review in layer order. Earlier layers produce structured, high-confidence findings; later layers add nuance.

Layer 1: Pattern-Based Rules (ALWAYS run first)

Load rules/shared.yaml + rules/{language}.yaml. Apply pattern-matching rules to produce findings. These rules provide structured guidance for the reviewer — patterns to look for, anti-patterns to flag, and exceptions to consider.

Note: Rules are applied by a reviewer (human or LLM), not executed as a regex engine. Regex patterns serve as detection hints, not literal execution targets.

Output: List of rule violations with {rule_id, severity, location, fix}

Layer 2: Version & Deprecation Checks

Check imports/dependencies against:

• versions/deprecated-packages.yaml — retired packages with replacements
• versions/track1-packages.yaml — legacy SDK packages (auto-reject)
• External source of truth for current versions: MicrosoftDocs/azure-dev-docs-pr/articles/includes/{language}-all.md

Output: Deprecated/Track 1 findings with migration guidance

Layer 3: LLM Judgment (informed by references)

Load references/shared/ + references/{language}/. Apply nuanced review for:

• Architecture and code structure quality
• Documentation completeness
• Naming and readability
• Patterns that rules can't catch (e.g., "is this the right service for this use case?")

Output: Advisory findings with recommendations

Review Approach

1. Detect language from file extensions/imports
2. Layer 1: Apply rules/shared.yaml + rules/{language}.yaml deterministically
3. Layer 2: Check versions/deprecated-packages.yaml and versions/track1-packages.yaml
4. Layer 3: Load references/shared/ + references/{language}/ for judgment-based review
5. Present findings grouped by severity: blocker > high > medium > low

Output Format

## Review: {filename}

### 🚫 Blockers (must fix)
| Rule | Location | Issue | Fix |
|------|----------|-------|-----|
| CRED-001 | line 5 | Hardcoded connection string | Use DefaultAzureCredential |

### ⚠️ High (should fix)
...

### 💡 Medium/Low (consider)
...

### ✅ Strengths
...

References

References location: Supporting documents live inside this skill's directory at .github/skills/azure-sdk-sample-review/. Paths like references/file.md are relative to this skill folder, not the repo root.

Scope	Path	Purpose
Rules (deterministic)
Shared rules	rules/shared.yaml	Universal pass/fail rules
TypeScript rules	rules/typescript.yaml	TS-specific rules
Python rules	rules/python.yaml	Python-specific rules
.NET rules	rules/dotnet.yaml	.NET-specific rules
Go rules	rules/go.yaml	Go-specific rules
Java rules	rules/java.yaml	Java-specific rules
Rust rules	rules/rust.yaml	Rust-specific rules
Versions
Deprecated packages	versions/deprecated-packages.yaml	Retired packages with replacements
Track 1 packages	versions/track1-packages.yaml	Legacy packages (blockers)
Current versions (external)	MicrosoftDocs/azure-dev-docs-pr/articles/includes/{lang}-all.md	Canonical package registry
References (LLM judgment)
Shared	references/shared/index.md	Universal patterns
TypeScript	references/typescript/index.md	TS patterns
Python	references/python/index.md	Python patterns
.NET	references/dotnet/index.md	.NET patterns
Go	references/go/index.md	Go patterns
Java	references/java/index.md	Java patterns
Rust	references/rust/index.md	Rust patterns
Quickstart	references/quickstart/index.md	Article review

Example

User: "Review this TypeScript sample"
Skill: Detects TypeScript → applies rules/shared.yaml + rules/typescript.yaml → checks versions/deprecated-packages.yaml → loads references/shared/ + references/typescript/ → reports findings by severity.