azure-ai-textanalytics-py

Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.

Install with Tessl CLI

npx tessl i github:sickn33/antigravity-awesome-skills --skill azure-ai-textanalytics-py

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1.56x

Review — 70%

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Evaluation — 100%

↑ 1.56x

Agent success when using this skill

Validation — 10 / 11 Passed

Validation for skill structure

SKILL.md

Review

Evals

Evaluation results

100%

Customer Review Sentiment Analyzer

Sentiment analysis with opinion mining

Criteria

Without context

With context

Correct package

100%

Batch documents

100%

Opinion mining enabled

100%

Accesses mined opinions

100%

Error check per doc

100%

Env var for endpoint

100%

Env var for key

100%

AzureKeyCredential usage

100%

Confidence scores output

100%

Target sentiment output

100%

TextAnalyticsClient used

100%

Without context: $0.4039 · 5m 2s · 26 turns · 32 in / 5,410 out tokens

With context: $0.4422 · 4m 9s · 24 turns · 186 in / 4,885 out tokens

100%

Clinical Note Processing Pipeline

PII detection and healthcare entity extraction

Criteria

Without context

With context

PII method used

100%

Redacted text accessed

100%

Healthcare method used

100%

Poller result called

100%

Normalized text accessed

100%

Data sources accessed

30%

100%

Error check per doc

100%

Batch input

100%

Correct package import

100%

Env vars used

100%

Entity category output

100%

Without context: $0.2886 · 3m 21s · 19 turns · 24 in / 4,704 out tokens

With context: $0.4875 · 4m 5s · 22 turns · 321 in / 8,015 out tokens

100%

News Article Enrichment Service

Multi-action batch analysis with async client

Criteria

Without context

With context

begin_analyze_actions used

100%

RecognizeEntitiesAction imported

100%

ExtractKeyPhrasesAction imported

100%

AnalyzeSentimentAction imported

100%

result.kind used

100%

Async client used

100%

Context manager used

100%

Batch input

100%

Poller result awaited

100%

Error check per doc

100%

Correct async import path

100%

Without context: $0.6728 · 7m 34s · 33 turns · 40 in / 8,980 out tokens

With context: $0.4726 · 4m 24s · 24 turns · 296 in / 5,961 out tokens

Evaluated: 3 days ago
Agent: Claude Code
Model: Unknown

Table of Contents

Customer Review Sentiment Analyzer Clinical Note Processing Pipeline News Article Enrichment Service

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