ClawHub Skill Spotlight: Automation Workflow Helper

If you've ever spent an hour on a task that took you fifteen minutes the day before and will take fifteen minutes again tomorrow, you need this skill. Automation Workflow Helper is a decision framework and implementation guide rolled into one — it won't just hand you a script, it'll help you figure out whether to automate something, which tool to use, and how to build it without wasting time on the wrong approach.

The Core Insight

Any task you do more than twice a week that requires no creative judgment is worth automating. That's the rule this skill opens with, and it's correct. The hard part isn't the automation — it's knowing where to start. This skill gives you a systematic audit process: list every repetitive task, score it by time cost and frequency, sort by monthly hours, and tackle the highest-value ones first.

Two Roads: Workflow Platforms vs RPA

This is where most people get stuck, and where this skill earns its keep. There are two fundamentally different approaches, and picking the wrong one wastes a lot of time.

Workflow platforms (Dify, Coze, n8n) connect tools via their APIs. No coding required, built visually. They work when the target system has a public API — think connecting a form submission to a CRM entry to a Slack notification. If the tool has an API, a workflow platform is usually the right call.

RPA (Robotic Process Automation) drives the browser UI directly. It works when there isn't an API — scraping prices from Amazon, logging into an internal ERP to export data, filling out government forms. The key advantage: record once, replay forever at zero token cost. Once you've recorded the steps, every subsequent run is a local script.

The skill includes a sharp decision tree: does the target system have an API? Yes → workflow platform. No → RPA.

The Tool Breakdown

Three tools, clearly compared:

• Dify.ai — best for AI-powered flows (LLM nodes, chatbots, document Q&A). Open source, free cloud tier available, self-host option.
• Coze — fastest zero-code setup for Telegram/Discord bots and content pipelines. Closed source but free to start.
• n8n — best for complex branching logic, private deployments, and data pipelines. Open source, self-host free.

For pure cost efficiency, n8n self-hosted is hard to beat. For AI integration, Dify wins.

Six Scenarios, Fully Worked Out

The skill doesn't stop at theory. It walks through six common automation scenarios in detail: competitor price monitoring (RPA), sales lead auto-entry to CRM (workflow), AI content rewriting across platforms (Dify), financial reconciliation reports (RPA), new client onboarding (n8n), and a business-wide automation audit. Each scenario includes the full reasoning chain — why RPA or workflow, what steps to record or configure, and the ROI calculation.

That last part matters. The skill includes a payback period formula: build cost divided by monthly value saved. If it pays back in under three months, do it. Over six months, question whether it's worth doing at all.

Who It's For

If you're doing repetitive browser-based work on systems without APIs — and most people are, whether they realize it or not — the RPA section alone is worth the install. Combined with the workflow platform guide and the ROI framework, this is a complete automation literacy toolkit.

Find it on ClawHub under automation-workflow-helper.