AI Workflow Automation

Create intelligent, automated workflows that combine AI reasoning with external tool execution. This skill enables the construction of robust pipelines for data processing, content generation, and system integration, moving beyond simple scripts to adaptive, state-aware agents.

When to Use

• Complex Pipelines: User wants to connect multiple APIs (e.g., "fetch data from X, process with Y, send to Z").
• Intelligent Automation: User wants to "automate a daily report", "build a news digest bot", or "triage customer emails".
• Background Tasks: User asks for a "background worker" or "cron job" with AI capabilities.
• Decision Support: User wants to streamline a repetitive manual process involving decision making (e.g., "approve if score > 80, else review").

Decision Flow

Determine the complexity and requirements of the automation.