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azure-ai-translation-text-py

Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.

82

2.00x
Quality

75%

Does it follow best practices?

Impact

96%

2.00x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/azure-ai-translation-text-py/SKILL.md

The canonical home for this skill is azure-ai-translation-text-py in sickn33/agentic-awesome-skills

SKILL.md
Quality
Evals
Security

Quality

Content

75%Weight 40%Scale 1-5

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

The content is a well-organized, actionable reference for the Azure AI Translation SDK with executable examples for every major operation. It is efficient and clearly structured, with only minor conciseness and completeness gaps.

DimensionReasoningScore

Conciseness

The body is mostly lean with short intros and executable code, but contains a few restating one-liners ("Convert text from one script to another:", "Identify sentence boundaries:") that restate what the method name already conveys.

4 / 5

Actionability

Provides executable, copy-paste-ready Python across all major operations, but has minor gaps: the async snippet references undefined key/region vars, and the table lists a standalone detect method that is never demonstrated as a standalone call.

4 / 5

Workflow Clarity

As a single-action API reference the core action is unambiguous, and the Best Practices section gives sequencing guidance; because translation is read-only/non-destructive the missing validation checkpoints are minor rather than a hard cap.

4 / 5

Progressive Disclosure

No bundle files exist and the body is a self-contained, well-sectioned overview with a methods table and inline examples; structure is good, though a few detailed examples (dictionary examples, break sentence) could live in a reference file.

4 / 5

Total

16

/

20

Passed

Description

75%Weight 40%Scale 1-5

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 is specific, uses third person, and answers both what the skill does and when to use it, with an explicit "Use for" clause. Its main weakness is a slightly narrow "when" clause that only triggers on text translation rather than the full capability set.

Suggestions

Broaden the "Use for" clause to cover the other capabilities, e.g. "Use when translating text, transliterating scripts, detecting languages, or doing dictionary lookups with Azure AI Translator."

Add common natural-language triggers such as "translate text to another language" or file/service context to improve trigger-term coverage.

Mention the Azure Translator service explicitly in the trigger phrase to further reduce overlap with generic translation skills.

DimensionReasoningScore

Specificity

Names four concrete capabilities ("real-time text translation, transliteration, language detection, and dictionary lookup") but omits other real SDK operations like sentence-boundary detection, leaving minor coverage gaps versus the anchor 5 example.

4 / 5

Completeness

Provides a clear "what" (the SDK's translation/transliteration/detection/dictionary capabilities) and an explicit "when" ("Use for translating text content in applications"), but the "when" is somewhat narrow and does not surface triggers for the non-translation capabilities.

4 / 5

Trigger Term Quality

Includes natural terms users would say ("text translation", "transliteration", "language detection", "dictionary lookup", "translating text content") with good coverage, but lacks common phrasings like "translate to Spanish/French" and broader synonyms.

4 / 5

Distinctiveness Conflict Risk

"Azure AI Text Translation SDK" carves a clear niche tied to a specific Azure service with distinct triggers, with only minor overlap risk against generic translation skills.

4 / 5

Total

16

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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