apify/apify-generate-output-schema

Apify Actor의 소스 코드를 분석하여 출력 스키마(dataset_schema.json, output_schema.json, key_value_store_schema.json)를 생성합니다. Actor 출력 스키마를 생성하거나 업데이트할 때 사용하세요.

apify-generate-output-schema란 무엇인가요?

이 스킬은 Apify Actor의 소스 코드를 자동으로 분석하여 출력 스키마 파일을 생성합니다. 개발자가 수동으로 스키마를 작성해야 하는 번거로움을 덜어주며, 지원하는 스키마 유형으로는 `dataset_schema.json`, `output_schema.json`, `key_value_store_schema.json`이 있습니다. 주로 Apify 플랫폼에서 동작하는 Actor 개발 시 활용되며, Claude Code와 같은 AI 도구와 함께 사용할 수 있습니다. 이 스킬은 소스 코드의 구조와 데이터 흐름을 파악하여 적절한 출력 스키마를 자동 제안함으로써 Actor 개발 생산성을 높입니다.

지원 대상~Claude Code~Codex CLI~Cursor

Part ofAgent Workflows

npx skills add https://github.com/apify/agent-skills/tree/main/skills/apify-generate-output-schema

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문서

apify-generate-output-schema은(는) 무엇을 하나요?

Individual skills in this repo

This repo contains 13 individual skills — each has its own dedicated page.

apify/apify-actor-development

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 Actor code.

apify/apify-actorization

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). Use when migrating code to Apify, wrapping CLI tools as Actors, or adding Actor SDK to existing projects.

apify/apify-audience-analysis

Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.

apify/apify-brand-reputation-monitoring

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 reviews, track mentions, or gather customer feedback.

apify/apify-competitor-intelligence

Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.

apify/apify-content-analytics

Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.

apify/apify-ecommerce

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 competitors, analyze reviews, research products, or find sellers.

apify/apify-influencer-discovery

Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.

apify/apify-lead-generation

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 lists, enrich contacts, or scrape profiles for sales outreach.

apify/apify-market-research

Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.

apify/apify-sdk-integration

Integrate Apify into an existing JavaScript/TypeScript or Python application using the apify-client package. Use when adding web scraping, automation, or data extraction capabilities to an existing app via the Apify API.

apify/apify-trend-analysis

Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.

apify/apify-ultimate-scraper

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Google Maps, Google Search, Google Trends, Reddit, Airbnb, Yelp, and 15+ more platforms. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, review analysis, SEO intelligence, recruitment, or any data extraction task.