fix(yaml): correctly quote description fields in skills registry

This commit is contained in:
sck_0
2026-02-20 21:40:10 +01:00
parent 210038ea04
commit f40869df53
426 changed files with 488 additions and 425 deletions

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import os
import re
import json
def fix_yaml_quotes(skills_dir):
print(f"Scanning for YAML quoting errors in {skills_dir}...")
fixed_count = 0
for root, dirs, files in os.walk(skills_dir):
dirs[:] = [d for d in dirs if not d.startswith('.')]
if 'SKILL.md' in files:
file_path = os.path.join(root, 'SKILL.md')
try:
with open(file_path, 'r', encoding='utf-8') as f:
content = f.read()
except Exception:
continue
fm_match = re.search(r'^---\s*\n(.*?)\n---', content, re.DOTALL)
if not fm_match:
continue
fm_text = fm_match.group(1)
new_fm_lines = []
changed = False
for line in fm_text.split('\n'):
if line.startswith('description:'):
key, val = line.split(':', 1)
val = val.strip()
# Store original to check if it matches the fixed version
orig_val = val
# Strip matching outer quotes if they exist
if val.startswith('"') and val.endswith('"') and len(val) >= 2:
val = val[1:-1]
elif val.startswith("'") and val.endswith("'") and len(val) >= 2:
val = val[1:-1]
# Now safely encode using JSON to handle internal escapes
safe_val = json.dumps(val)
if safe_val != orig_val:
new_line = f"description: {safe_val}"
new_fm_lines.append(new_line)
changed = True
continue
new_fm_lines.append(line)
if changed:
new_fm_text = '\n'.join(new_fm_lines)
new_content = content[:fm_match.start(1)] + new_fm_text + content[fm_match.end(1):]
with open(file_path, 'w', encoding='utf-8') as f:
f.write(new_content)
print(f"Fixed quotes in {os.path.relpath(file_path, skills_dir)}")
fixed_count += 1
print(f"Total files fixed: {fixed_count}")
if __name__ == '__main__':
base_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
fix_yaml_quotes(os.path.join(base_dir, 'skills'))

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--- ---
name: ab-test-setup name: ab-test-setup
description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. description: "Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness."
--- ---
# A/B Test Setup # A/B Test Setup

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--- ---
name: active-directory-attacks name: active-directory-attacks
description: "This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-..." description: "This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", \"Silver Ticket\", \"AS-..."
metadata: metadata:
author: zebbern author: zebbern
version: "1.1" version: "1.1"

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--- ---
name: address-github-comments name: address-github-comments
description: Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. description: "Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI."
--- ---
# Address GitHub Comments # Address GitHub Comments

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--- ---
name: agent-evaluation name: agent-evaluation
description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoringwhere even top agents achieve less than 50% on real-world ben..." description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on real-world ben..."
source: vibeship-spawner-skills (Apache 2.0) source: vibeship-spawner-skills (Apache 2.0)
--- ---

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--- ---
name: agent-manager-skill name: agent-manager-skill
description: Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. description: "Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling."
--- ---
# Agent Manager Skill # Agent Manager Skill

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--- ---
name: agent-memory-mcp name: agent-memory-mcp
author: Amit Rathiesh author: Amit Rathiesh
description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)."
--- ---
# Agent Memory Skill # Agent Memory Skill

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--- ---
name: agents-v2-py name: agents-v2-py
description: | description: "|"
Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition.
Use when creating hosted agents that run custom code in Azure AI Foundry with your own container images. Use when creating hosted agents that run custom code in Azure AI Foundry with your own container images.
Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "Foundry Agent", Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "Foundry Agent",

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--- ---
name: ai-engineer name: ai-engineer
description: Build production-ready LLM applications, advanced RAG systems, and description: "Build production-ready LLM applications, advanced RAG systems, and"
intelligent agents. Implements vector search, multimodal AI, agent intelligent agents. Implements vector search, multimodal AI, agent
orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM
features, chatbots, AI agents, or AI-powered applications. features, chatbots, AI agents, or AI-powered applications.

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--- ---
name: airflow-dag-patterns name: airflow-dag-patterns
description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs. description: "Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
--- ---
# Apache Airflow DAG Patterns # Apache Airflow DAG Patterns

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--- ---
name: analytics-tracking name: analytics-tracking
description: > description: ">"
Design, audit, and improve analytics tracking systems that produce reliable, Design, audit, and improve analytics tracking systems that produce reliable,
decision-ready data. Use when the user wants to set up, fix, or evaluate decision-ready data. Use when the user wants to set up, fix, or evaluate
analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs).

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--- ---
name: angular-best-practices name: angular-best-practices
description: Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency. description: "Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency."
risk: safe risk: safe
source: self source: self
--- ---

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--- ---
name: angular-state-management name: angular-state-management
description: Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns. description: "Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns."
risk: safe risk: safe
source: self source: self
--- ---

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--- ---
name: angular-ui-patterns name: angular-ui-patterns
description: Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states. description: "Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states."
risk: safe risk: safe
source: self source: self
--- ---

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--- ---
name: angular name: angular
description: >- description: ">-"
Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Modern Angular (v20+) expert with deep knowledge of Signals, Standalone
Components, Zoneless applications, SSR/Hydration, and reactive patterns. Components, Zoneless applications, SSR/Hydration, and reactive patterns.
Use PROACTIVELY for Angular development, component architecture, state Use PROACTIVELY for Angular development, component architecture, state

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--- ---
name: api-documenter name: api-documenter
description: Master API documentation with OpenAPI 3.1, AI-powered tools, and description: "Master API documentation with OpenAPI 3.1, AI-powered tools, and"
modern developer experience practices. Create interactive docs, generate SDKs, modern developer experience practices. Create interactive docs, generate SDKs,
and build comprehensive developer portals. Use PROACTIVELY for API and build comprehensive developer portals. Use PROACTIVELY for API
documentation or developer portal creation. documentation or developer portal creation.

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--- ---
name: api-fuzzing-bug-bounty name: api-fuzzing-bug-bounty
description: "This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug bounty API testing", ..." description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug bounty API testing\", ..."
metadata: metadata:
author: zebbern author: zebbern
version: "1.1" version: "1.1"

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--- ---
name: api-patterns name: api-patterns
description: API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. description: "API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination."
allowed-tools: Read, Write, Edit, Glob, Grep allowed-tools: Read, Write, Edit, Glob, Grep
--- ---

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--- ---
name: app-builder name: app-builder
description: Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents. description: "Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents."
allowed-tools: Read, Write, Edit, Glob, Grep, Bash, Agent allowed-tools: Read, Write, Edit, Glob, Grep, Bash, Agent
--- ---

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--- ---
name: templates name: templates
description: Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. description: "Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks."
allowed-tools: Read, Glob, Grep allowed-tools: Read, Glob, Grep
--- ---

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--- ---
name: app-store-optimization name: app-store-optimization
description: Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store description: "Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store"
--- ---
# App Store Optimization (ASO) Skill # App Store Optimization (ASO) Skill

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@@ -1,6 +1,6 @@
--- ---
name: architect-review name: architect-review
description: Master software architect specializing in modern architecture description: "Master software architect specializing in modern architecture"
patterns, clean architecture, microservices, event-driven systems, and DDD. patterns, clean architecture, microservices, event-driven systems, and DDD.
Reviews system designs and code changes for architectural integrity, Reviews system designs and code changes for architectural integrity,
scalability, and maintainability. Use PROACTIVELY for architectural decisions. scalability, and maintainability. Use PROACTIVELY for architectural decisions.

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--- ---
name: architecture name: architecture
description: Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design. description: "Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design."
allowed-tools: Read, Glob, Grep allowed-tools: Read, Glob, Grep
--- ---

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--- ---
name: arm-cortex-expert name: arm-cortex-expert
description: > description: ">"
Senior embedded software engineer specializing in firmware and driver Senior embedded software engineer specializing in firmware and driver
development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD).
Decades of experience writing reliable, optimized, and maintainable embedded Decades of experience writing reliable, optimized, and maintainable embedded

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--- ---
name: attack-tree-construction name: attack-tree-construction
description: Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders. description: "Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders."
--- ---
# Attack Tree Construction # Attack Tree Construction

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--- ---
name: avalonia-layout-zafiro name: avalonia-layout-zafiro
description: Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. description: "Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy."
allowed-tools: Read, Write, Edit, Glob, Grep allowed-tools: Read, Write, Edit, Glob, Grep
--- ---

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--- ---
name: avalonia-viewmodels-zafiro name: avalonia-viewmodels-zafiro
description: Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. description: "Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI."
--- ---
# Avalonia ViewModels with Zafiro # Avalonia ViewModels with Zafiro

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--- ---
name: avalonia-zafiro-development name: avalonia-zafiro-development
description: Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. description: "Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit."
--- ---
# Avalonia Zafiro Development # Avalonia Zafiro Development

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--- ---
name: aws-penetration-testing name: aws-penetration-testing
description: "This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF"..." description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing\", \"metadata SSRF\"..."
metadata: metadata:
author: zebbern author: zebbern
version: "1.1" version: "1.1"

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--- ---
name: azure-ai-agents-persistent-dotnet name: azure-ai-agents-persistent-dotnet
description: | description: "|"
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET". Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET".
package: Azure.AI.Agents.Persistent package: Azure.AI.Agents.Persistent
--- ---

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--- ---
name: azure-ai-agents-persistent-java name: azure-ai-agents-persistent-java
description: | description: "|"
Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.
Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java". Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java".
package: com.azure:azure-ai-agents-persistent package: com.azure:azure-ai-agents-persistent

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--- ---
name: azure-ai-anomalydetector-java name: azure-ai-anomalydetector-java
description: Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring. description: "Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring."
package: com.azure:azure-ai-anomalydetector package: com.azure:azure-ai-anomalydetector
--- ---

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--- ---
name: azure-ai-contentsafety-py name: azure-ai-contentsafety-py
description: | description: "|"
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis". Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis".
package: azure-ai-contentsafety package: azure-ai-contentsafety

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--- ---
name: azure-ai-contentunderstanding-py name: azure-ai-contentunderstanding-py
description: | description: "|"
Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.
Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription". Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription".
package: azure-ai-contentunderstanding package: azure-ai-contentunderstanding

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--- ---
name: azure-ai-document-intelligence-dotnet name: azure-ai-document-intelligence-dotnet
description: | description: "|"
Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET". Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET".
package: Azure.AI.DocumentIntelligence package: Azure.AI.DocumentIntelligence
--- ---

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--- ---
name: azure-ai-ml-py name: azure-ai-ml-py
description: | description: "|"
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets". Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".
package: azure-ai-ml package: azure-ai-ml

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--- ---
name: azure-ai-openai-dotnet name: azure-ai-openai-dotnet
description: | description: "|"
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET". Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET".
package: Azure.AI.OpenAI package: Azure.AI.OpenAI
--- ---

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--- ---
name: azure-ai-projects-dotnet name: azure-ai-projects-dotnet
description: | description: "|"
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET". Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET".
package: Azure.AI.Projects package: Azure.AI.Projects
--- ---

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--- ---
name: azure-ai-projects-java name: azure-ai-projects-java
description: | description: "|"
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient". Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient".
package: com.azure:azure-ai-projects package: com.azure:azure-ai-projects

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--- ---
name: azure-ai-textanalytics-py name: azure-ai-textanalytics-py
description: | description: "|"
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. 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.
Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient". Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient".
package: azure-ai-textanalytics package: azure-ai-textanalytics

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--- ---
name: azure-ai-transcription-py name: azure-ai-transcription-py
description: | description: "|"
Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.
Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient". Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient".
package: azure-ai-transcription package: azure-ai-transcription

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--- ---
name: azure-ai-translation-document-py name: azure-ai-translation-document-py
description: | description: "|"
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. 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.
Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient". Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient".
package: azure-ai-translation-document package: azure-ai-translation-document

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--- ---
name: azure-ai-translation-text-py name: azure-ai-translation-text-py
description: | description: "|"
Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.
Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient". Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient".
package: azure-ai-translation-text package: azure-ai-translation-text

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--- ---
name: azure-ai-vision-imageanalysis-java name: azure-ai-vision-imageanalysis-java
description: Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping. description: "Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping."
package: com.azure:azure-ai-vision-imageanalysis package: com.azure:azure-ai-vision-imageanalysis
--- ---

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--- ---
name: azure-ai-vision-imageanalysis-py name: azure-ai-vision-imageanalysis-py
description: | description: "|"
Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.
Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption". Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption".
package: azure-ai-vision-imageanalysis package: azure-ai-vision-imageanalysis

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--- ---
name: azure-ai-voicelive-dotnet name: azure-ai-voicelive-dotnet
description: | description: "|"
Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech". Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech".
package: Azure.AI.VoiceLive package: Azure.AI.VoiceLive
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name: azure-ai-voicelive-java name: azure-ai-voicelive-java
description: | description: "|"
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.
Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java". Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java".
package: com.azure:azure-ai-voicelive package: com.azure:azure-ai-voicelive

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name: azure-ai-voicelive-ts name: azure-ai-voicelive-ts
description: | description: "|"
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript". Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript".
package: "@azure/ai-voicelive" package: "@azure/ai-voicelive"
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name: azure-appconfiguration-java name: azure-appconfiguration-java
description: | description: "|"
Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.
Triggers: "ConfigurationClient java", "app configuration java", "feature flag java", "configuration setting java", "azure config java". Triggers: "ConfigurationClient java", "app configuration java", "feature flag java", "configuration setting java", "azure config java".
package: com.azure:azure-data-appconfiguration package: com.azure:azure-data-appconfiguration

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name: azure-appconfiguration-py name: azure-appconfiguration-py
description: | description: "|"
Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.
Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings". Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings".
package: azure-appconfiguration package: azure-appconfiguration

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name: azure-communication-common-java name: azure-communication-common-java
description: Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services. description: "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services."
package: com.azure:azure-communication-common package: com.azure:azure-communication-common
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name: azure-communication-sms-java name: azure-communication-sms-java
description: Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports. description: "Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports."
package: com.azure:azure-communication-sms package: com.azure:azure-communication-sms
--- ---

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name: azure-compute-batch-java name: azure-compute-batch-java
description: | description: "|"
Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.
Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java". Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java".
--- ---

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name: azure-containerregistry-py name: azure-containerregistry-py
description: | description: "|"
Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.
Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR". Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".
package: azure-containerregistry package: azure-containerregistry

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name: azure-cosmos-java name: azure-cosmos-java
description: | description: "|"
Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.
Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java". Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java".
package: azure-cosmos package: azure-cosmos

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name: azure-cosmos-py name: azure-cosmos-py
description: | description: "|"
Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key". Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key".
package: azure-cosmos package: azure-cosmos

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name: azure-cosmos-rust name: azure-cosmos-rust
description: | description: "|"
Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key". Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key".
package: azure_data_cosmos package: azure_data_cosmos

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name: azure-cosmos-ts name: azure-cosmos-ts
description: | description: "|"
Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: "Cosmos DB", "@azure/cosmos", "CosmosClient", "document CRUD", "NoSQL queries", "bulk operations", "partition key", "container.items". Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: "Cosmos DB", "@azure/cosmos", "CosmosClient", "document CRUD", "NoSQL queries", "bulk operations", "partition key", "container.items".
package: "@azure/cosmos" package: "@azure/cosmos"
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name: azure-data-tables-py name: azure-data-tables-py
description: | description: "|"
Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.
Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey". Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey".
package: azure-data-tables package: azure-data-tables

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name: azure-eventgrid-dotnet name: azure-eventgrid-dotnet
description: | description: "|"
Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub". Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub".
package: Azure.Messaging.EventGrid package: Azure.Messaging.EventGrid
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name: azure-eventgrid-java name: azure-eventgrid-java
description: Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events. description: "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events."
package: com.azure:azure-messaging-eventgrid package: com.azure:azure-messaging-eventgrid
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name: azure-eventgrid-py name: azure-eventgrid-py
description: | description: "|"
Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.
Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events". Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events".
package: azure-eventgrid package: azure-eventgrid

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name: azure-eventhub-dotnet name: azure-eventhub-dotnet
description: | description: "|"
Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition". Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition".
package: Azure.Messaging.EventHubs package: Azure.Messaging.EventHubs
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name: azure-eventhub-java name: azure-eventhub-java
description: Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures. description: "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures."
package: com.azure:azure-messaging-eventhubs package: com.azure:azure-messaging-eventhubs
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name: azure-eventhub-py name: azure-eventhub-py
description: | description: "|"
Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.
Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions". Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions".
package: azure-eventhub package: azure-eventhub

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--- ---
name: azure-eventhub-rust name: azure-eventhub-rust
description: | description: "|"
Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.
Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust". Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust".
package: azure_messaging_eventhubs package: azure_messaging_eventhubs

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name: azure-identity-dotnet name: azure-identity-dotnet
description: | description: "|"
Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain". Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain".
package: Azure.Identity package: Azure.Identity
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name: azure-identity-py name: azure-identity-py
description: | description: "|"
Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.
Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential". Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential".
package: azure-identity package: azure-identity

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--- ---
name: azure-identity-rust name: azure-identity-rust
description: | description: "|"
Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.
Triggers: "azure-identity", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust". Triggers: "azure-identity", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust".
package: azure_identity package: azure_identity

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--- ---
name: azure-keyvault-certificates-rust name: azure-keyvault-certificates-rust
description: | description: "|"
Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.
Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust". Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust".
package: azure_security_keyvault_certificates package: azure_security_keyvault_certificates

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--- ---
name: azure-keyvault-keys-rust name: azure-keyvault-keys-rust
description: | description: "|"
Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys.
Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "sign rust". Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "sign rust".
package: azure_security_keyvault_keys package: azure_security_keyvault_keys

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--- ---
name: azure-keyvault-keys-ts name: azure-keyvault-keys-ts
description: Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys. description: "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys."
package: "@azure/keyvault-keys" package: "@azure/keyvault-keys"
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name: azure-keyvault-py name: azure-keyvault-py
description: | description: "|"
Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.
Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys". Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys".
package: azure-keyvault-secrets, azure-keyvault-keys, azure-keyvault-certificates package: azure-keyvault-secrets, azure-keyvault-keys, azure-keyvault-certificates

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--- ---
name: azure-keyvault-secrets-rust name: azure-keyvault-secrets-rust
description: | description: "|"
Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys.
Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust". Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust".
package: azure_security_keyvault_secrets package: azure_security_keyvault_secrets

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--- ---
name: azure-keyvault-secrets-ts name: azure-keyvault-secrets-ts
description: Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values. description: "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values."
package: "@azure/keyvault-secrets" package: "@azure/keyvault-secrets"
--- ---

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name: azure-maps-search-dotnet name: azure-maps-search-dotnet
description: | description: "|"
Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation". Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation".
package: Azure.Maps.Search package: Azure.Maps.Search
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--- ---
name: azure-messaging-webpubsub-java name: azure-messaging-webpubsub-java
description: Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications. description: "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications."
package: com.azure:azure-messaging-webpubsub package: com.azure:azure-messaging-webpubsub
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name: azure-messaging-webpubsubservice-py name: azure-messaging-webpubsubservice-py
description: | description: "|"
Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub". Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub".
package: azure-messaging-webpubsubservice package: azure-messaging-webpubsubservice

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name: azure-mgmt-apicenter-dotnet name: azure-mgmt-apicenter-dotnet
description: | description: "|"
Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery". Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery".
package: Azure.ResourceManager.ApiCenter package: Azure.ResourceManager.ApiCenter
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name: azure-mgmt-apicenter-py name: azure-mgmt-apicenter-py
description: | description: "|"
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.
Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance". Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance".
package: azure-mgmt-apicenter package: azure-mgmt-apicenter

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--- ---
name: azure-mgmt-apimanagement-dotnet name: azure-mgmt-apimanagement-dotnet
description: | description: "|"
Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions". Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions".
package: Azure.ResourceManager.ApiManagement package: Azure.ResourceManager.ApiManagement
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--- ---
name: azure-mgmt-apimanagement-py name: azure-mgmt-apimanagement-py
description: | description: "|"
Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.
Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management". Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management".
package: azure-mgmt-apimanagement package: azure-mgmt-apimanagement

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--- ---
name: azure-mgmt-applicationinsights-dotnet name: azure-mgmt-applicationinsights-dotnet
description: | description: "|"
Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks". Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks".
package: Azure.ResourceManager.ApplicationInsights package: Azure.ResourceManager.ApplicationInsights
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--- ---
name: azure-mgmt-arizeaiobservabilityeval-dotnet name: azure-mgmt-arizeaiobservabilityeval-dotnet
description: | description: "|"
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations
on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability
into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization". into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization".

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--- ---
name: azure-mgmt-botservice-dotnet name: azure-mgmt-botservice-dotnet
description: | description: "|"
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot". Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".
package: Azure.ResourceManager.BotService package: Azure.ResourceManager.BotService
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--- ---
name: azure-mgmt-botservice-py name: azure-mgmt-botservice-py
description: | description: "|"
Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels". Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels".
--- ---

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name: azure-mgmt-fabric-dotnet name: azure-mgmt-fabric-dotnet
description: | description: "|"
Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource". Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource".
package: Azure.ResourceManager.Fabric package: Azure.ResourceManager.Fabric
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name: azure-mgmt-fabric-py name: azure-mgmt-fabric-py
description: | description: "|"
Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.
Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity". Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity".
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name: azure-mgmt-weightsandbiases-dotnet name: azure-mgmt-weightsandbiases-dotnet
description: | description: "|"
Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: "Weights and Biases", "W&B", "WeightsAndBiases", "ML experiment tracking", "model registry", "experiment management", "wandb". Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: "Weights and Biases", "W&B", "WeightsAndBiases", "ML experiment tracking", "model registry", "experiment management", "wandb".
package: Azure.ResourceManager.WeightsAndBiases package: Azure.ResourceManager.WeightsAndBiases
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name: azure-monitor-ingestion-java name: azure-monitor-ingestion-java
description: | description: "|"
Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).
Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java". Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java".
package: com.azure:azure-monitor-ingestion package: com.azure:azure-monitor-ingestion

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name: azure-monitor-ingestion-py name: azure-monitor-ingestion-py
description: | description: "|"
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.
Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics". Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics".
package: azure-monitor-ingestion package: azure-monitor-ingestion

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name: azure-monitor-opentelemetry-exporter-java name: azure-monitor-opentelemetry-exporter-java
description: | description: "|"
Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java".
Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure. Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.

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name: azure-monitor-opentelemetry-exporter-py name: azure-monitor-opentelemetry-exporter-py
description: | description: "|"
Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.
Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter". Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter".
package: azure-monitor-opentelemetry-exporter package: azure-monitor-opentelemetry-exporter

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name: azure-monitor-opentelemetry-py name: azure-monitor-opentelemetry-py
description: | description: "|"
Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.
Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation". Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation".
package: azure-monitor-opentelemetry package: azure-monitor-opentelemetry

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name: azure-monitor-query-java name: azure-monitor-query-java
description: | description: "|"
Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.
Triggers: "LogsQueryClient java", "MetricsQueryClient java", "kusto query java", "log analytics java", "azure monitor query java". Triggers: "LogsQueryClient java", "MetricsQueryClient java", "kusto query java", "log analytics java", "azure monitor query java".
Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics. Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics.

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name: azure-monitor-query-py name: azure-monitor-query-py
description: | description: "|"
Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.
Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics". Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics".
package: azure-monitor-query package: azure-monitor-query

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name: azure-postgres-ts name: azure-postgres-ts
description: | description: "|"
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres". Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres".
package: pg package: pg
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name: azure-resource-manager-cosmosdb-dotnet name: azure-resource-manager-cosmosdb-dotnet
description: | description: "|"
Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB". Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB".
package: Azure.ResourceManager.CosmosDB package: Azure.ResourceManager.CosmosDB
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name: azure-resource-manager-durabletask-dotnet name: azure-resource-manager-durabletask-dotnet
description: | description: "|"
Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: "Durable Task Scheduler", "create scheduler", "task hub", "DurableTaskSchedulerResource", "provision Durable Task", "orchestration scheduler". Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: "Durable Task Scheduler", "create scheduler", "task hub", "DurableTaskSchedulerResource", "provision Durable Task", "orchestration scheduler".
package: Azure.ResourceManager.DurableTask package: Azure.ResourceManager.DurableTask
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name: azure-resource-manager-mysql-dotnet name: azure-resource-manager-mysql-dotnet
description: | description: "|"
Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup". Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup".
package: Azure.ResourceManager.MySql package: Azure.ResourceManager.MySql
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