A record-once, replay-many system converts demonstrated GUI workflows into reliable OpenClaw skills via layered visual localization and post-action validation, without runtime LLM inference.
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AppAgent-Claw: CLI Is All You Need for GUI Automation
A record-once, replay-many system converts demonstrated GUI workflows into reliable OpenClaw skills via layered visual localization and post-action validation, without runtime LLM inference.