apify-integration-development

apify-integration-development is a skill for Claude Code from lingxling/awesome-skills-cn. It costs 25 tokens per session (2,910 once invoked), scanned A, a copy of apify-integration-development, MIT.

A guide for building an official Apify connection for another product, such as an automation app, AI agent, software package, or direct client. It covers the steps needed to understand Apify and develop the connection.

In plain words
What is it for?
Use it when designing and shipping a first-party Apify integration for a company's product.
Why use it?
It helps integration teams avoid missing important parts of the connection, including capability checks, costs, errors, and attribution.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code; mentions Codex; built for openclaw.

Part of the agentic-awesome-skills plugin — 174 skills shipped together

Good fit Use it when designing and shipping a first-party Apify integration for a company's product.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lingxling/awesome-skills-cn/apify-integration-development
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add lingxling/awesome-skills-cn --skill apify-integration-development
Clone the repo
git clone --depth 1 https://github.com/lingxling/awesome-skills-cn

Made for: Claude Code.

Or install agentic-awesome-skills, the plugin that ships this one along with the rest of its 174 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for apify-integration-development

README.md
[![agentmods](https://agentmods.dev/badge/skills/lingxling/awesome-skills-cn/apify-integration-development/github.svg)](https://agentmods.dev/skills/lingxling/awesome-skills-cn/apify-integration-development)
Your own site
<a href="https://agentmods.dev/skills/lingxling/awesome-skills-cn/apify-integration-development"><img src="https://agentmods.dev/badge/skills/lingxling/awesome-skills-cn/apify-integration-development/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for apify-integration-development

Your own site · 80×15
<a href="https://agentmods.dev/skills/lingxling/awesome-skills-cn/apify-integration-development"><img src="https://agentmods.dev/badge/skills/lingxling/awesome-skills-cn/apify-integration-development.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,910 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00025 $0.02910
Opus 5.5 $0.00010 $0.01164
Sonnet 5.5 $0.00005 $0.00582
Haiku 4.5 $0.00003 $0.00291

Measured 9d ago against content hash 669ca4401e76, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

apify-integration-development scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to apify-integration-development — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

antigravity-awesome-skills/plugins/agentic-awesome-skills-claude/skills/apify-integration-development/SKILL.md · 169 lines

How it starts

The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to Use

  • Use when this upstream workflow matches the user's stated goal.
  • Use when the task requires the procedures documented in this skill.

Apify Integration Development

Design and build an official Apify integration for a company's product, with minimal help from Apify. This skill covers every integration shape Apify supports - workflow-automation apps, AI agent plugins (coding agents and harnesses), AI framework packages, and direct application clients - so a partner team can ship a first-class Apify integration end to end. The cross-cutting rules below apply to all of them, and one category-specific reference file carries the rest.

Building an official integration? Once you publish it, contact [email protected] so the Apify team can review, test, and validate your integration before it reaches users. We'll check the capability surface, cost controls, error handling, and attribution headers, and help you close any gaps.

Step 0 - Learn the Apify model first (required)

Before designing anything, fetch and read https://apify.com/agents.md. It is the canonical quickstart for AI agents and the single source of truth for vocabulary, the run flow, and the cost rule. If the fetch fails, the mini-glossary below keeps the skill usable.

Apify vocabulary (always written with a capital A on the platform):

  • Actor - a serverless cloud program that takes JSON input, performs a task, and produces structured output. Not an AI agent.
  • Actor Run - one execution of an Actor. Each run has its own dataset, key-value store, and request queue, and ends in a terminal status (SUCCEEDED, FAILED, TIMED-OUT, ABORTED).
  • Dataset - append-only structured storage for a run's results. An Actor call returns the dataset ID, not its contents.
  • Key-Value Store - unstructured/file storage (screenshots, HTML, OUTPUT).
  • Actor Task - a saved, parameterized configuration for running an Actor.
  • Apify Store - the marketplace of Actors at https://apify.com/store.md.
  • Apify Console - the web UI at https://console.apify.com.
  • Compute Unit (CU) - billing unit: memory (MB) x duration (hours).

Read the full file on GitHub · 169 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 169 lines · 25 tokens per session scan A 669ca4401e76

Subscribe to this mod's changes

apify-integration-development is a skill published in the GitHub repository lingxling/awesome-skills-cn (310 stars, last pushed 9d ago), licensed MIT. It adds 25 tokens to every session and 2,910 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to apify-integration-development, differing in 0 lines, and is treated as a copy.

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