feat(metadata): auto-categorize 851 skills and update index

This commit is contained in:
Shivansh Gupta
2026-03-05 00:19:09 +05:30
parent 3f35844ec9
commit 3f43c359d5
1701 changed files with 10769 additions and 4480 deletions

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@@ -3,6 +3,7 @@
"version": "6.10.0",
"description": "900+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
"license": "MIT",
"type": "module",
"scripts": {
"validate": "node scripts/run-python.js scripts/validate_skills.py",
"validate:strict": "node scripts/run-python.js scripts/validate_skills.py --strict",
@@ -44,4 +45,4 @@
"agentic-skills",
"ai-coding"
]
}
}

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import os
import re
import json
CATEGORIES = {
"security": ["security", "pentest", "attack", "exploit", "auth", "vulnerability", "hacking", "cyber", "xss", "sql-injection", "privilege", "reverse-engineer", "attacks"],
"automation": ["automation", "automate", "workflow", "integration", "tool-builder", "action", "mcp", "orchestrate"],
"cloud": ["aws", "azure", "gcp", "cloud", "supabase", "vercel", "host", "compute", "serverless", "infrastructure"],
"frontend": ["react", "angular", "vue", "frontend", "web", "css", "tailwind", "ui", "ux", "browser", "extension"],
"backend": ["api", "backend", "nodejs", "python", "fastapi", "django", "laravel", "ruby", "go-", "server-", "backend-patterns"],
"data": ["data", "database", "analytics", "spreadsheet", "csv", "sql", "excel", "google-sheets", "airtable", "postgres", "cosmos", "mysql"],
"ai-ml": ["agent", "ai", "llm", "ml", "model", "prompt", "gpt", "claude", "gemini", "rag", "eval", "pydantic"],
"devops": ["cicd", "docker", "k8s", "kubernetes", "deploy", "pipeline", "git", "github", "gitlab", "cicd-", "ci-"],
"communication": ["email", "whatsapp", "slack", "discord", "telegram", "messenger", "sms", "communication", "gmail", "outlook"],
"productivity": ["asana", "jira", "trello", "monday", "todoist", "notion", "productivity", "management", "confluence", "linear"],
"content": ["markdown", "text", "audio", "video", "content", "writer", "generate", "summarize", "search", "scraper", "crawling"]
}
SKILLS_DIR = 'skills'
def get_category(skill_id, name, desc):
text = f"{skill_id} {name} {desc}".lower()
for cat, keywords in CATEGORIES.items():
if any(kw in text for kw in keywords):
return cat
return "uncategorized"
def update_skill(skill_id, name, desc):
skill_path = os.path.join(SKILLS_DIR, skill_id, 'SKILL.md')
if not os.path.exists(skill_path):
return False
category = get_category(skill_id, name, desc)
if category == "uncategorized":
return False
with open(skill_path, 'r', encoding='utf-8') as f:
content = f.read()
# Check if category already exists in frontmatter
frontmatter_match = re.match(r'---\n(.*?)\n---', content, re.DOTALL)
if not frontmatter_match:
return False
frontmatter = frontmatter_match.group(1)
if 'category:' in frontmatter:
return False # Skip if already categorized
# Prepend category
new_frontmatter = f"category: {category}\n" + frontmatter
new_content = content.replace(frontmatter, new_frontmatter, 1)
with open(skill_path, 'w', encoding='utf-8') as f:
f.write(new_content)
return True
def main():
if not os.path.exists('uncategorized_list.json'):
print("uncategorized_list.json not found")
return
with open('uncategorized_list.json', 'r', encoding='utf-8') as f:
skills = json.load(f)
updated_count = 0
for skill in skills:
if update_skill(skill['id'], skill['name'], skill['desc']):
updated_count += 1
print(f"Updated {skill['id']}")
print(f"Finished. Total updated: {updated_count}")
if __name__ == "__main__":
main()

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---
name: 3d-web-experience
description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
description: Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: web-development
---
# 3D Web Experience

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: testing
---
# A/B Test Setup

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@@ -1,9 +1,10 @@
---
name: accessibility-compliance-accessibility-audit
description: "You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance."
description: You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: security
---
# Accessibility Audit and Testing

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---
name: activecampaign-automation
description: "Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas."
description: 'Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.'
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: automation
---
# ActiveCampaign Automation via Rube MCP

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---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Address GitHub Comments

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---
name: agent-evaluation
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 re..."
description: Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoringwhere even top agents achieve less than 50% on re...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: testing
---
# Agent Evaluation

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@@ -1,9 +1,10 @@
---
name: agent-framework-azure-ai-py
description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..."
description: Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Agent Framework Azure Hosted Agents

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---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Agent Manager Skill

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---
name: agent-memory-mcp
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).
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: ai-ml
---
# Agent Memory Skill

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---
name: agent-memory-systems
description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
description: 'Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...'
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# Agent Memory Systems

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---
name: agent-orchestration-improve-agent
description: "Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration."
description: Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Agent Performance Optimization Workflow

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---
name: agent-orchestration-multi-agent-optimize
description: "Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability."
description: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Multi-Agent Optimization Toolkit

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---
name: agent-tool-builder
description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
description: Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# Agent Tool Builder

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@@ -1,9 +1,10 @@
---
name: agentfolio
description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
description: Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
risk: unknown
source: agentfolio.io
date_added: "2026-02-27"
date_added: '2026-02-27'
category: ai-ml
---
# AgentFolio

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@@ -3,6 +3,7 @@ name: agentmail
description: Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
risk: safe
source: community
category: backend
---
# AgentMail — Email for AI Agents

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@@ -1,9 +1,10 @@
---
name: agents-v2-py
description: "Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry."
description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Azure AI Hosted Agents (Python)

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@@ -1,9 +1,10 @@
---
name: ai-agents-architect
description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..."
description: 'Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...'
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# AI Agents Architect

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@@ -4,6 +4,7 @@ description: Build production-ready LLM applications, advanced RAG systems, and
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.

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@@ -4,6 +4,7 @@ description: Every product will be AI-powered. The question is whether you'll bu
risk: unknown
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# AI Product Development

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@@ -1,9 +1,10 @@
---
name: ai-wrapper-product
description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..."
description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# AI Wrapper Product

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---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Apache Airflow DAG Patterns

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---
name: airtable-automation
description: "Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas."
description: 'Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.'
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: automation
---
# Airtable Automation via Rube MCP

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---
name: algolia-search
description: "Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
description: 'Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.'
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: web-development
---
# Algolia Search Integration

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@@ -1,9 +1,10 @@
---
name: algorithmic-art
description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..."
description: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).

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---
name: amplitude-automation
description: "Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas."
description: 'Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.'
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: automation
---
# Amplitude Automation via Rube MCP

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@@ -4,6 +4,7 @@ description: Design, audit, and improve analytics tracking systems that produce
risk: unknown
source: community
date_added: '2026-02-27'
category: data-science
---
# Analytics Tracking & Measurement Strategy

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---
name: android-jetpack-compose-expert
description: "Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3."
description: Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
risk: safe
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: mobile
---
# Android Jetpack Compose Expert

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description: Automated end-to-end UI testing and verification on an Android Emulator using ADB.
risk: safe
source: community
date_added: "2026-02-28"
date_added: '2026-02-28'
category: testing
---
# Android UI Verification Skill

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---
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
source: self
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Angular Best Practices

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@@ -1,9 +1,10 @@
---
name: angular-migration
description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..."
description: Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Angular Migration

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---
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
source: self
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Angular State Management

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---
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
source: self
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Angular UI Patterns

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@@ -4,6 +4,7 @@ description: Modern Angular (v20+) expert with deep knowledge of Signals, Standa
risk: safe
source: self
date_added: '2026-02-27'
category: web-development
---
# Angular Expert

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---
name: anti-reversing-techniques
description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..."
description: Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
> **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:

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@@ -1,9 +1,10 @@
---
name: antigravity-workflows
description: "Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA."
description: Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
risk: none
source: self
date_added: "2026-02-27"
date_added: '2026-02-27'
category: security
---
# Antigravity Workflows

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@@ -1,9 +1,10 @@
---
name: api-design-principles
description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..."
description: Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# API Design Principles

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@@ -1,9 +1,10 @@
---
name: api-documentation-generator
description: "Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices"
description: Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# API Documentation Generator

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@@ -4,6 +4,7 @@ description: Master API documentation with OpenAPI 3.1, AI-powered tools, and mo
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.

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---
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 b..."
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 b...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# API Fuzzing for Bug Bounty

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# API Patterns

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---
name: api-security-best-practices
description: "Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities"
description: Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: security
---
# API Security Best Practices

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---
name: api-testing-observability-api-mock
description: "You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development."
description: You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: testing
---
# API Mocking Framework

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---
name: apify-actor-development
description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..."
description: Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...
category: cloud
---
# Apify Actor Development

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@@ -1,6 +1,7 @@
---
name: apify-actorization
description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..."
description: Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...
category: web-development
---
# Apify Actorization

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---
name: apify-audience-analysis
description: Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
category: backend
---
# Audience Analysis

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@@ -1,6 +1,7 @@
---
name: apify-brand-reputation-monitoring
description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..."
description: Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...
category: devops
---
# Brand Reputation Monitoring

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---
name: apify-competitor-intelligence
description: Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
category: content
---
# Competitor Intelligence

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---
name: apify-content-analytics
description: Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
category: data-science
---
# Content Analytics

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@@ -1,6 +1,7 @@
---
name: apify-ecommerce
description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..."
description: Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...
category: cloud
---
# E-commerce Data Extraction

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@@ -1,6 +1,7 @@
---
name: apify-influencer-discovery
description: Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
category: backend
---
# Influencer Discovery

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@@ -1,6 +1,7 @@
---
name: apify-lead-generation
description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..."
description: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...
category: web-development
---
# Lead Generation

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@@ -1,6 +1,7 @@
---
name: apify-market-research
description: Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
category: backend
---
# Market Research

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@@ -1,6 +1,7 @@
---
name: apify-trend-analysis
description: Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
category: content
---
# Trend Analysis

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@@ -1,6 +1,7 @@
---
name: apify-ultimate-scraper
description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..."
description: Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...
category: web-development
---
# Universal Web Scraper

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: mobile
---
# App Builder - Application Building Orchestrator

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: ai-ml
---
# Project Templates

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@@ -1,9 +1,10 @@
---
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
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: mobile
---
# App Store Optimization (ASO) Skill

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@@ -1,9 +1,10 @@
---
name: appdeploy
description: "Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl."
description: Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
risk: safe
source: "AppDeploy (MIT)"
date_added: "2026-02-27"
source: AppDeploy (MIT)
date_added: '2026-02-27'
category: backend
---
# AppDeploy Skill

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@@ -1,9 +1,10 @@
---
name: application-performance-performance-optimization
description: "Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack."
description: Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
Optimize application performance end-to-end using specialized performance and optimization agents:

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@@ -1,9 +1,10 @@
---
name: architecture-decision-records
description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
description: Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: content
---
# Architecture Decision Records

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@@ -1,9 +1,10 @@
---
name: architecture-patterns
description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
description: Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Architecture Patterns

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: content
---
# Architecture Decision Framework

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@@ -4,6 +4,7 @@ description: Senior embedded software engineer specializing in firmware and driv
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# @arm-cortex-expert

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@@ -1,9 +1,10 @@
---
name: asana-automation
description: "Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
description: 'Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.'
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: automation
---
# Asana Automation via Rube MCP

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@@ -1,9 +1,10 @@
---
name: async-python-patterns
description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
description: Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Async Python Patterns

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: security
---
# Attack Tree Construction

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@@ -1,9 +1,10 @@
---
name: auth-implementation-patterns
description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..."
description: Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Authentication & Authorization Implementation Patterns

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@@ -1,9 +1,10 @@
---
name: automate-whatsapp
description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
description: 'Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...'
risk: safe
source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
date_added: "2026-02-27"
source: https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp
date_added: '2026-02-27'
category: automation
---
# Automate WhatsApp

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---
name: autonomous-agent-patterns
description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..."
description: Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: automation
---
# 🕹️ Autonomous Agent Patterns

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@@ -1,9 +1,10 @@
---
name: autonomous-agents
description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..."
description: Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: ai-ml
---
# Autonomous Agents

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Avalonia Layout with Zafiro.Avalonia

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: web-development
---
# Avalonia ViewModels with Zafiro

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---
name: aws-cost-cleanup
description: "Automated cleanup of unused AWS resources to reduce costs"
description: Automated cleanup of unused AWS resources to reduce costs
risk: safe
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# AWS Cost Cleanup

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@@ -1,9 +1,10 @@
---
name: aws-cost-optimizer
description: "Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer"
description: Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
risk: safe
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# AWS Cost Optimizer

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---
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..."
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...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: cloud
---
# AWS Penetration Testing

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---
name: aws-serverless
description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..."
description: Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
risk: unknown
source: "vibeship-spawner-skills (Apache 2.0)"
date_added: "2026-02-27"
source: vibeship-spawner-skills (Apache 2.0)
date_added: '2026-02-27'
category: cloud
---
# AWS Serverless

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@@ -1,9 +1,10 @@
---
name: aws-skills
description: "AWS development with infrastructure automation and cloud architecture patterns"
description: AWS development with infrastructure automation and cloud architecture patterns
risk: safe
source: "https://github.com/zxkane/aws-skills"
date_added: "2026-02-27"
source: https://github.com/zxkane/aws-skills
date_added: '2026-02-27'
category: cloud
---
# Aws Skills

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@@ -1,9 +1,10 @@
---
name: azd-deployment
description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..."
description: Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Azure Developer CLI (azd) Container Apps Deployment

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@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure.AI.Agents.Persistent (.NET)

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@@ -4,6 +4,7 @@ description: Azure AI Agents Persistent SDK for Java. Low-level SDK for creating
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure AI Agents Persistent SDK for Java

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@@ -1,9 +1,10 @@
---
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.
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Azure AI Anomaly Detector SDK for Java

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@@ -1,9 +1,10 @@
---
name: azure-ai-contentsafety-java
description: "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..."
description: 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...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Azure AI Content Safety SDK for Java

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@@ -4,6 +4,7 @@ description: Azure AI Content Safety SDK for Python. Use for detecting harmful c
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure AI Content Safety SDK for Python

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@@ -1,9 +1,10 @@
---
name: azure-ai-contentsafety-ts
description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..."
description: Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Azure AI Content Safety REST SDK for TypeScript

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@@ -4,6 +4,7 @@ description: Azure AI Content Understanding SDK for Python. Use for multimodal c
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure AI Content Understanding SDK for Python

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@@ -4,6 +4,7 @@ description: Azure AI Document Intelligence SDK for .NET. Extract text, tables,
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure.AI.DocumentIntelligence (.NET)

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@@ -1,9 +1,10 @@
---
name: azure-ai-document-intelligence-ts
description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..."
description: Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Azure Document Intelligence REST SDK for TypeScript

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@@ -1,9 +1,10 @@
---
name: azure-ai-formrecognizer-java
description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..."
description: Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Azure Document Intelligence (Form Recognizer) SDK for Java

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@@ -4,6 +4,7 @@ description: Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jo
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure Machine Learning SDK v2 for Python

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@@ -4,6 +4,7 @@ description: Azure OpenAI SDK for .NET. Client library for Azure OpenAI and Open
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure.AI.OpenAI (.NET)

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@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for .NET. High-level client for Azure AI Foun
risk: unknown
source: community
date_added: '2026-02-27'
category: devops
---
# Azure.AI.Projects (.NET)

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@@ -4,6 +4,7 @@ description: Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure AI Projects SDK for Java

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@@ -1,9 +1,10 @@
---
name: azure-ai-projects-py
description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..."
description: Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: backend
---
# Azure AI Projects Python SDK (Foundry SDK)

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@@ -1,9 +1,10 @@
---
name: azure-ai-projects-ts
description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..."
description: Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
risk: unknown
source: community
date_added: "2026-02-27"
date_added: '2026-02-27'
category: devops
---
# Azure AI Projects SDK for TypeScript

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@@ -4,6 +4,7 @@ description: Azure AI Text Analytics SDK for sentiment analysis, entity recognit
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure AI Text Analytics SDK for Python

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@@ -4,6 +4,7 @@ description: Azure AI Transcription SDK for Python. Use for real-time and batch
risk: unknown
source: community
date_added: '2026-02-27'
category: backend
---
# Azure AI Transcription SDK for Python

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@@ -4,6 +4,7 @@ description: Azure AI Document Translation SDK for batch translation of document
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure AI Document Translation SDK for Python

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@@ -4,6 +4,7 @@ description: Azure AI Text Translation SDK for real-time text translation, trans
risk: unknown
source: community
date_added: '2026-02-27'
category: ai-ml
---
# Azure AI Text Translation SDK for Python

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