REACT · ui-chatbot

Real OpenAI output through actual Hashbrown UI chat, kit APIs and trusted framework renderers. The actual normalized kit registry and serialized schema are captured. A real configured framework fallback was observed. Only explicit acceptance of a current completed valid proposal changes application state. PlanReading is a read-only model report. The server requires a fresh successful context result before UI generation, then disables further tool calls. Unchanged protocol events are paced at 20 ms for filming. Footage is slowed to half speed; no narration.

Real OpenAI output selects a component from our trusted kit.

Only Accept plan changes application state.

Next, readContext will supply the accepted plan.

PlanReading reports the accepted plan. It has no write action.

Replay follows captured components and state.

No requests or application writes during replay.

Back live.

The real readContext tool returns the accepted application plan and revision to the next request. Original JSON, parsed props, current source/turn/revision and once-only guards protect acceptance. Replay makes no requests or writes. Refresh clears local sessions and captures.