Deprecated. Output schema generation moved to the apify-actor-development skill; prefer that skill whenever it is available.
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See how to installReview the instructions the agent will receive before you install.
This skill is deprecated and will be removed in a future release. Generating and updating Actor output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) is now part of the apify-actor-development skill.
apify-actor-development skill is available, load it and follow its references/output-schemas.md.apify-actor-development from https://github.com/apify/agent-skills, then stop. Do not write the schemas from memory. Use the install method that fits their agent, preferably the same one this skill was installed with:
/plugin install apify-actor-development@apify-agent-skillsnpx skills add https://github.com/apify/agent-skills --skill apify-actor-developmentskills/apify-actor-development/SKILL.mdNo reviews yet. Tell others what you thought.
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Create, modify, debug, and deploy Apify Actors, and write their input and output schemas. Use when building an Actor from scratch, changing or troubleshooting Actor code, generating or updating .actor schema files, or pushing an Actor to the Apify platform. To wrap an existing non-Actor project, use apify-actorization instead.
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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.
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Design and build an official Apify integration for a company's product - workflow-automation apps (Zapier/n8n-style), AI agent plugins (coding-agent skills+MCP bundles or OpenClaw/Hermes-style harnesses), AI framework packages (LangChain/LlamaIndex-style), or direct application clients via apify-client. Use when planning, creating, or reviewing an integration that exposes Apify Actors, runs, datasets, or key-value stores inside another product.
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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.
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