skills.rest
ValorInvestigator
ValorInvestigatorCOMMUNITY
Explore all skills by this author →
GitHub

apify-actor-development

Develop, debug, and deploy Apify Actors with CLI workflows.

1|Updated Feb 23, 2026
Search Tags:#automation#deployment#cli#apify#crawler#web-scraping#actor
One-click install
npx skills add https://github.com/ValorInvestigator/claude-plugin-toolkit --skill apify-actor-development-valorinvestigator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: apify-actor-development
Source: https://github.com/ValorInvestigator/claude-plugin-toolkit/tree/main/skills/apify-actor-development
Command: npx skills add https://github.com/ValorInvestigator/claude-plugin-toolkit --skill apify-actor-development-valorinvestigator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Building or maintaining Apify Actors involves coordinating CLI setup, schema validation, secure credential handling, local testing, and deployment steps that can overwhelm automation engineers without consistent guidance.

Core Features & Use Cases

  • Preparation checklist: confirms that the Apify CLI is installed, authenticated, and uses scoped tokens before code changes.
  • Development roadmap: guides language template selection, dependency installation, schema configuration, logging, and local testing so actors are production ready.
  • Security and reliability guardrails: enforces sanitizing crawled data, using the Apify logger, respecting robots rules, validating inputs, and links to actor, schema, logging, standby, dataset, and key value store references for further study.

Quick Start

Ask for help to scaffold or update an Actor by choosing a language template and following the described CLI workflow to install dependencies, validate schemas, test locally, and push to Apify.

Frequently Asked Questions about apify-actor-development

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I deploy an Apify Actor using the CLI?▼

To deploy an Apify Actor using the CLI, authenticate with scoped tokens, configure input schemas, test locally, and push the project to the Apify platform. This workflow ensures your scraping automation is production ready.

What is the best way to structure input and output for Apify Actors?▼

The best way to structure input and output for Apify Actors is through schema configuration and sanitizing crawled data. Using the Apify logger and validating inputs ensures consistent data processing for datasets and key value stores.

Do I need to install the Apify CLI before creating a web scraper?▼

Yes, you need to install and authenticate the Apify CLI before creating a web scraper. The preparation checklist confirms the CLI is set up with scoped tokens before you select a language template and install dependencies.

How does local testing work for Apify Actors?▼

Local testing for Apify Actors works by running the Actor locally via the CLI after dependency installation and schema configuration. This process verifies logging, input validation, and output handling before deployment to the Apify platform.

What security guardrails should I follow during Apify Actor development?▼

Security guardrails for Apify Actor development include using scoped tokens for authentication, sanitizing crawled data, respecting robots rules, and using the Apify logger. These practices secure credentials and ensure reliable automation.

Related Skills

Explore More Software Engineering Skills→
cryptopaficryptopafi

apify-actorization

Convert JavaScript, TypeScript, Python, and CLI projects into Apify Actors.

Community
Intermediate
pablitonogpablitonog
1

apify

Execute Apify Actors to scrape web data and retrieve structured JSON datasets.

Community
Intermediate
daanteijema-beepdaanteijema-beep

apify-actor-development

Develop, debug, and deploy Apify Actors with structured JSON I/O.

Community
Intermediate
rawvegrawveg
40

apify-js-sdk

Build and operate Apify Actors and web scrapers using the JavaScript SDK.

Community
Advanced