Show HN: CWC scans your Claude Code history and auto-builds agent workflows (github.com)

A new tool called Claude Workflow Creator (CWC) has been introduced, allowing users to visually build and manage multi-agent workflows using Claude Code without the need for manual YAML editing. This desktop application features a drag-and-drop interface, enabling users to connect agents on a canvas, manage handoffs, and seamlessly export workflows directly to Claude installations. CWC eliminates the challenges of the previous text-based authoring process by providing real-time validation and a visual representation of workflows, making it easier to understand and share complex agent interactions. This innovation is significant for the AI/ML community as it simplifies the orchestration of workflows, which is crucial for automating tasks across multiple agents. CWC includes functionalities like automation detection that scans users’ Claude Code history to suggest optimizations and create reusable workflows from previously executed tasks. Additionally, built-in features such as cron scheduling, webhooks, and approval gates facilitate greater automation control and collaboration while ensuring safe execution of workflows. With its focus on user experience and automated processes, CWC represents a substantial leap forward in making AI development more accessible and efficient.