flytohub/flyto-core — reverse-engineered prompt

Build me an open source Python automation engine for AI agents and workflow automation.

I want a command line tool where I can run simple recipes like competitor pricing research, full website audits, and scraping a page into a CSV. The tool should show each step as it runs, with timing, inputs, outputs, success or failure, and saved evidence like screenshots or JSON files.

The big thing is debugging. If step 8 fails, I don’t want to rerun everything from scratch. Let me replay from any step with the previous context still available. Also add breakpoints, timeouts, and enough run history that I can understand what happened later.

Include browser automation for opening pages, clicking, extracting text, taking desktop and mobile screenshots, and collecting basic performance info. Also include file, data, string, array, flow, API, and validation style modules so recipes can be built from reusable steps.

Make it installable as a Python package, with examples, tests, docs, and a small demo.