{"_ai_door":{"see":"https://miscsubjects.com/start","note":"Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome."},"_self":{"principle":"Self-explaining payload — no external context required. 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Per-claim provenance."}],"not_medical_advice":true},"slug":"browser-use-workflow-use","title":"workflow-use: a recorded browser demonstration compiled into a replayable workflow","register":"reference","tags":["reference","browser-automation","learned-flows"],"updated_at":"2026-09-06T19:10:40.033Z","body_excerpt":"browser-use/workflow-use (about 4,200 stars on 2026-09-06) records a human demonstration in the browser, has a model filter out the noise, and emits a JSON workflow file with variables extracted from form fields. It is the most on-point open-source repository for demonstration-to-executable-workflow.\n\n**The artifact.** `workflows/<id>.workflow.json` plus an index, produced by a recorder. Variables are auto-extracted from forms so the same workflow runs with new inputs.\n\n**Execution.** Deterministic replay, with a documented fallback: steps that fail fall back to the browser-use agent. It runs from a CLI, a Python API and a local GUI. 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