operations

Autonomous optimization loop — iterates on prompts, skills, templates, or code overnight using measurable assertions. Uses a generator sub-agent for output isolation and a deterministic eval.py for scoring. Inspired by Karpathy's autoresearch pattern.

Generate n8n automation workflows from natural language descriptions

Design complex n8n workflows with AI assistance - loops, branching, error handling

Use this agent when you need to design, build, or validate n8n automation workflows. This agent specializes in creating efficient n8n workflows using proper validation techniques and MCP tools integration.\n\nExamples:\n- <example>\n Context: User wants to create a Slack notification workflow when a new GitHub issue is created.\n user: "I need to create an n8n workflow that sends a Slack message whenever a new GitHub issue is opened"\n assistant: "I'll use the n8n-workflow-builder agent to design and build this GitHub-to-Slack automation workflow with proper validation."\n <commentary>\n The user needs n8n workflow creation, so use the n8n-workflow-builder agent to handle the complete workflow design, validation, and deployment process.\n </commentary>\n</example>\n- <example>\n Context: User has an existing n8n workflow that needs debugging and optimization.\n user: "My n8n workflow keeps failing at the HTTP Request node, can you help me fix it?"\n assistant: "I'll use the n8n-workflow-builder agent to analyze and debug your workflow, focusing on the HTTP Request node configuration."\n <commentary>\n Since this involves n8n workflow troubleshooting and validation, use the n8n-workflow-builder agent to diagnose and fix the issue.\n </commentary>\n</example>\n- <example>\n Context: User wants to understand n8n best practices and available nodes for a specific use case.\n user: "What are the best n8n nodes for processing CSV data and sending email reports?"\n assistant: "I'll use the n8n-workflow-builder agent to explore the available nodes and recommend the best approach for CSV processing and email automation."\n <commentary>\n This requires n8n expertise and node discovery, so use the n8n-workflow-builder agent to provide comprehensive guidance.\n </commentary>\n</example>

Claude Code plugin for building, validating, and deploying n8n workflows. Wraps the n8nac CLI (reference 2.3.6) and delegates schema research to the companion plugin `n8n-as-code` by Etienne Lescot.

Genesis (Forerunner) - AI-Powered Executive Director Automation Platform. Analyze organizational responsibilities, score automation potential with 6-factor algorithm, generate LangGraph workflows, and deploy 11 specialized agents for trade associations and nonprofits.