Tools
AI-Agent Skills for Make Tasks
8 agent skills that handle jobs people use Make for — for Claude Code, Codex, and Cursor.
This repository provides a curated collection of AI-agent skills designed for developers who build automation workflows similar to those handled by platforms like Make. These SKILL.md files provide your agent—whether running in Claude Code, Codex, or Cursor—with the specific context required to generate reliable automation logic. Instead of starting from scratch, you can attach these skills to give your agent a baseline for n8n node configuration, MCP orchestration, or REST API interactions. These tools focus on the technical details of building automation, including error handling, idempotency, and workflow architecture. They are intended for developers who prefer an agentic approach to designing complex logic, managing external app connections like Gmail or Slack, and outputting structured workflow JSON. By using these files, you provide your agent with the conventions and patterns necessary to write cleaner, more functional automation scripts for your projects.
Top Make skills
n8n-node-configuration
czlonkowski
Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node_essentials and get_node_info, or learning common configuration patterns by node type.
n8n-mcp-orchestrator
manutej
Expert MCP (Model Context Protocol) orchestration with n8n workflow automation. Master bidirectional MCP integration, expose n8n workflows as AI agent tools, consume MCP servers in workflows, build agentic systems, orchestrate multi-agent workflows, and create production-ready AI-powered automation pipelines with Claude Code integration.
zapier-make-patterns
davila7
No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points. This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power
n8n-conventions
n8n-io
Quick reference for n8n patterns. Full docs /AGENTS.md
connect
ComposioHQ
Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.
superpowers-rest-automation
anthonylee991
Builds reliable automations that integrate with REST APIs: auth, pagination, retries, rate limits, idempotency, webhooks, data mapping, and safe error handling. Use when calling external APIs, syncing systems, or building ETL-style workflows.
spreadsheet-workflow-automator
zwright8
Use when tasks require spreadsheet workflow automator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
airtable-automation
diegosouzapw
Airtable Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and
How to choose a Make skill
Select a skill based on the specific phase of your development lifecycle. Look at the maintenance history and the primary output format—some skills focus on generating raw workflow JSON, while others prioritize API interaction or architectural patterns. Check if a skill covers your specific integration needs, such as MCP orchestration or REST API management. Always prioritize skills that define clear error handling and retry logic, as these are critical for production-grade automation systems.