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RED->GREEN->REFACTOR cycle: - UI node has state store (key-value), action bindings (op/var), and local action handlers (inc/dec/set/toggle — no LLM round-trip) - Thinker self-model: knows its environment, that ACTIONS create real buttons, that UI handles state locally. Emits var/op payload for stateful actions. - Thinker's context includes UI state so it can report current values - /api/clear resets UI state, bindings, and controls - Test runner: action_match for fuzzy action names, persistent actions across steps, _stream_text restored - Counter test: 16/16 passed (create, read, inc, inc, dec, verify) - Pub test: 20/20 passed (conversation, language switch, tool use, mood) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>