azure-ai-contentsafety-java
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
Install with Tessl CLI
npx tessl i github:boisenoise/skills-collections --skill azure-ai-contentsafety-java91
Quality
89%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong skill description that clearly identifies the technology (Azure AI Content Safety SDK for Java), lists specific capabilities (text/image analysis, blocklist management, harm detection), and provides explicit trigger conditions. The description uses proper third-person voice and includes natural keywords that users would likely mention when needing this functionality.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'text/image analysis', 'blocklist management', 'harm detection for hate, violence, sexual content'. These are concrete, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what ('Build content moderation applications with Azure AI Content Safety SDK for Java') and when ('Use when implementing text/image analysis, blocklist management, or harm detection'). Has explicit 'Use when...' clause. | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'content moderation', 'Azure AI', 'Content Safety', 'text/image analysis', 'blocklist', 'harm detection', 'hate', 'violence', 'sexual content'. Good coverage of domain-specific terms. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with specific technology stack (Azure AI Content Safety SDK, Java) and clear domain (content moderation, harm detection). Unlikely to conflict with other skills due to specific platform and use case. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
79%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-crafted SDK reference skill with excellent actionability and conciseness. The code examples are complete and immediately usable. However, it lacks explicit multi-step workflow guidance for common moderation scenarios and could benefit from splitting detailed API reference into separate files.
Suggestions
Add a 'Common Workflows' section showing end-to-end sequences like 'Set up content moderation pipeline: 1. Create client, 2. Create blocklist, 3. Add items, 4. Wait 5 min, 5. Verify blocklist is active, 6. Analyze content'
Include a verification pattern for blocklist changes, such as polling or testing after the 5-minute delay before relying on the blocklist in production
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, providing direct code examples without explaining basic concepts Claude already knows. Every section serves a purpose with minimal filler text. | 3 / 3 |
Actionability | All code examples are fully executable, copy-paste ready Java code with proper imports. The examples cover the complete workflow from client creation through all major operations. | 3 / 3 |
Workflow Clarity | While individual operations are clear, there's no explicit workflow sequence for common use cases like 'set up moderation pipeline' or validation checkpoints. The blocklist delay warning is helpful but lacks a verification pattern. | 2 / 3 |
Progressive Disclosure | Content is well-organized with clear sections, but it's a monolithic file with no references to external documentation for advanced topics. The API reference content could be split into separate files for better navigation. | 2 / 3 |
Total | 10 / 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
| Criteria | Description | Result |
|---|---|---|
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 10 / 11 Passed | |
- Reviewed
Table of Contents
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.