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Agent Skill

Apify Integration Development skill

apify-integration-developmentapify/agent-skillsskills/apify-integration-development/SKILL.md

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.

2.5k

always on

101 tokname + description

once used

3,045 tokSKILL.md body

bundled files

453 KB

repo stars

2.5kGitHub

Install the Apify Integration Development skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/apify/agent-skills --skill apify-integration-development

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/apify/agent-skills.git /tmp/agent-skills
mkdir -p ~/.claude/skills
cp -R /tmp/agent-skills/skills/apify-integration-development ~/.claude/skills/apify-integration-development

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description101 tok
When the agent uses itThe SKILL.md instructions3,045 tok
Only if opened4 bundled files (53 KB)varies

Until it is used, apify-integration-development costs about 13× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 5 skills from apify/agent-skills would load 372 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Apify Integration Development
  • Step 0 - Learn the Apify model first (required)
  • Use Apify MCP for live context while planning
  • Pick your integration shape
  • Cross-cutting design rules (true for every integration type)
  • Vocabulary mirroring
  • Asynchronous run flow with bounded polling
  • Cost is first-class
  • Attribution headers
  • Authentication
  • Centralized HTTP layer
  • Error taxonomy
  • Webhooks over polling for run-finished events
  • Generate from OpenAPI where the host allows it
  • High-level convenience operations alongside generic runs
  • Testing and release
  • Top anti-patterns to refuse on review
  • Minimal API surface every integration needs
  • Working workflow
  • Reference implementations to study

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