azure-ai-translation-document-py
Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.
64
77%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/azure-ai-translation-document-py/SKILL.mdQuality
Discovery
89%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 solid skill description that clearly identifies its niche (Azure AI Document Translation SDK for batch document translation) and provides explicit trigger guidance with file format keywords. Its main weakness is that it could enumerate more specific actions beyond just 'batch translation' to better convey the full range of SDK capabilities.
Suggestions
Add more specific concrete actions such as 'monitor translation jobs, manage glossaries, check translation status' to improve specificity beyond the single action of translating.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Azure AI Document Translation SDK) and the core action (batch translation of documents with format preservation), but doesn't list multiple specific concrete actions beyond translation—e.g., no mention of monitoring translation status, managing glossaries, or handling specific API operations. | 2 / 3 |
Completeness | Clearly answers both 'what' (Azure AI Document Translation SDK for batch translation with format preservation) and 'when' ('Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale'), with an explicit 'Use for...' trigger clause. | 3 / 3 |
Trigger Term Quality | Includes strong natural keywords users would say: 'translate', 'translation', 'Word', 'PDF', 'Excel', 'PowerPoint', 'document formats', 'batch', and 'Azure'. These cover common variations a user would naturally use when needing this skill. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive due to the specific mention of 'Azure AI Document Translation SDK' and 'batch translation' with format preservation. This is unlikely to conflict with general translation skills or other document processing skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
64%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 API reference skill with excellent actionability—every operation has complete, executable Python code. However, it reads more like SDK documentation than a task-oriented skill: it lacks a clear end-to-end workflow with validation checkpoints for batch operations, and the monolithic structure with some redundant content (duplicate format listings, generic boilerplate sections) reduces its efficiency as a context-window resource.
Suggestions
Add an explicit end-to-end workflow section with numbered steps: setup → submit batch → poll status → check document-level errors → handle failures → verify output, with validation checkpoints between steps.
Remove the redundant supported formats table since the API call to get_supported_document_formats() already covers this, or keep only one approach.
Remove the generic 'When to Use' and 'Limitations' boilerplate sections—they add no skill-specific value and waste tokens.
Consider splitting advanced topics (glossary usage, async client, single document translation) into a referenced ADVANCED.md to keep the main skill focused on the primary batch translation workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is mostly efficient with executable code examples, but includes some unnecessary sections like explaining what supported formats are (table duplicates the API call above it), a generic 'When to Use' section, and boilerplate 'Limitations' that add no value. The 'Best Practices' section is somewhat generic. | 2 / 3 |
Actionability | The skill provides fully executable, copy-paste ready code examples for every major operation: authentication, batch translation, single document translation, glossary usage, status checking, cancellation, and async usage. All examples include proper imports and realistic parameters. | 3 / 3 |
Workflow Clarity | The batch translation workflow shows starting a job and checking results, but lacks explicit validation checkpoints and error recovery loops. For a batch operation that could fail at the document level, there's no clear 'check for failures → diagnose → retry' feedback loop. The steps are presented as isolated code snippets rather than a sequenced workflow with validation gates. | 2 / 3 |
Progressive Disclosure | The content is a long monolithic file with no references to external files or bundle resources. While sections are well-labeled with headers, the amount of content (authentication variants, async client, glossary usage, format listing) could benefit from being split into referenced files. For a skill of this length (~200 lines), some progressive disclosure would improve navigability. | 2 / 3 |
Total | 9 / 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 | |
- Repository
- sickn33/antigravity-awesome-skills
- Commit
76aea27
- Reviewed
Table of Contents
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