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A minimal autonomous agent framework (~3K core lines) that grants LLMs system-level control over local computers. It automatically crystallizes task execution paths into reusable skills, building a personalized skill tree that grows with every use. Supports Claude, Gemini, and other major LLMs with 9 atomic tools covering browser, terminal, filesystem, and desktop automation.