Does it actually write the fixed workflow for me?

It generates a complete, valid JSON object that you can copy and paste directly back into your automation platform's import or code editor.

How does it avoid common AI hallucinations in code?

The skill follows a strict 'Phase 0' data structure analysis and researches official platform documentation before suggesting any fixes to ensure data types match the platform's requirements.

Do I need to provide documentation for the skill to work?

No, the skill is designed to search through its local documentation directory and the web to find the necessary technical specifications for your specific error.

Which platforms are supported by this skill?

It primarily supports Power Automate, n8n, Make (formerly Integromat), and Zapier, but can handle most JSON-based workflow platforms.

Can I just paste my error message to get a fix?

Yes, you can provide error logs, JSON workflow exports, or simple descriptions of the failure to trigger the skill's diagnostic workflow.

Automation Debugger

Name: Automation Debugger
Author: MacroMan5

byMacroMan5

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Productivity & Workflow

Diagnoses and repairs complex workflow errors across major automation platforms like Power Automate, n8n, Make, and Zapier.

About

The Automation Debugger skill transforms Claude into a specialized engineer for low-code and no-code automation platforms. It eliminates the guesswork involved in troubleshooting failing workflows by performing deep-dive JSON analysis, cross-referencing official documentation, and tracing data structures to identify root causes. Whether you are dealing with authentication failures, schema mismatches, or API rate limits, this skill generates ready-to-use fixed JSON snippets, ensuring your automations return to production status quickly and reliably.

Key Features

Cross-platform support for Power Automate, n8n, Make, and Zapier.
Production-ready fixed JSON generation for immediate copy-pasting.
1 GitHub stars
Intelligent root cause identification for HTTP status codes and connector failures.
In-depth JSON schema and data structure analysis to prevent logic errors.
Automated research using official platform documentation and real-time web sources.

Use Cases

Fixing a Power Automate flow that fails during complex array filtering or object property access.
Debugging an n8n workflow experiencing authentication or HTTP request errors.
Updating a legacy Zapier or Make scenario that has broken due to API changes or schema updates.

About

Key Features

Cross-platform support for Power Automate, n8n, Make, and Zapier.
Production-ready fixed JSON generation for immediate copy-pasting.
1 GitHub stars
Intelligent root cause identification for HTTP status codes and connector failures.
In-depth JSON schema and data structure analysis to prevent logic errors.
Automated research using official platform documentation and real-time web sources.

Use Cases

Fixing a Power Automate flow that fails during complex array filtering or object property access.
Debugging an n8n workflow experiencing authentication or HTTP request errors.
Updating a legacy Zapier or Make scenario that has broken due to API changes or schema updates.