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docs(shell-docs): wording pass — replace 'showcase cell' references with generic phrasing
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showcase/shell-docs/src/content/ag-ui/quickstart/clients.mdx

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---
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title: "Build clients"
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description: "Showcase: build a conversational CLI agent from scratch using AG-UI and Mastra"
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description: "Build a conversational CLI agent from scratch using AG-UI and Mastra"
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---
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# Introduction

showcase/shell-docs/src/content/docs/agentic-chat-ui.mdx

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<Snippet region="provider-setup" title="frontend/src/app/page.tsx — CopilotKit provider" />
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Inside the chat, the `useConfigureSuggestions` hook lets you show contextual
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starter prompts. The showcase cell uses it to seed a simple "Write a sonnet"
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starter prompts. The example below uses it to seed a simple "Write a sonnet"
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suggestion:
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<Snippet region="configure-suggestions" title="frontend/src/app/page.tsx — starter suggestions" />

showcase/shell-docs/src/content/docs/backend/ag-ui.mdx

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On the server side, the `CopilotRuntime` accepts a map of AG-UI `AbstractAgent` instances. Each agent framework provides its own implementation, but they all extend the same base type.
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Here's a real example from the `langgraph-python` showcase integration — registering a `LangGraphAgent` (which is an `AbstractAgent`) under multiple agent IDs that all share the same backend graph:
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Here's a real example from the `langgraph-python` integration — registering a `LangGraphAgent` (which is an `AbstractAgent`) under multiple agent IDs that all share the same backend graph:
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```ts title="app/api/copilotkit/route.ts"
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import {

showcase/shell-docs/src/content/docs/custom-look-and-feel/reasoning-messages.mdx

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<InlineDemo demo="agentic-chat-reasoning" />
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The showcase's `ReasoningBlock` renders the reasoning as an amber-tagged inline
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banner, intentionally louder than the default card so the thinking chain is
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the focal UI of the demo. Swap in your own component to match your product's
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tone:
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The `ReasoningBlock` used above renders the reasoning as an amber-tagged
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inline banner, intentionally louder than the default card so the thinking
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chain is the focal UI of the demo. Swap in your own component to match
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your product's tone:
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<Snippet region="reasoning-block-render" title="frontend/src/app/page.tsx — custom reasoning slot" />
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showcase/shell-docs/src/content/docs/generative-ui/a2ui.mdx

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## The two approaches
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CopilotKit's showcase ships two complementary A2UI cells:
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CopilotKit ships two complementary A2UI approaches:
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- **[Dynamic Schema](./a2ui/dynamic-schema)** — a secondary LLM
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generates both the schema *and* the data. Maximum flexibility —
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the agent can produce any UI for any prompt. Backed by the
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`declarative-gen-ui` cell.
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the agent can produce any UI for any prompt.
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- **[Fixed Schema](./a2ui/fixed-schema)** — the component tree is
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authored ahead of time as JSON. The agent only streams *data* into
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the data model at runtime. Fastest — no LLM schema generation.
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Backed by the `a2ui-fixed-schema` cell.
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Both approaches share the same A2UI wire protocol and the same
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frontend renderer. The difference is *where the schema comes from* and

showcase/shell-docs/src/content/docs/generative-ui/a2ui/dynamic-schema.mdx

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Each entry pairs a Zod prop schema with a description. The description
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is crucial; the LLM reads it to decide which component to emit. The
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showcase's `declarative-gen-ui` cell ships a small dashboard catalog
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(Card / StatusBadge / Metric / InfoRow / PrimaryButton):
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example below ships a small dashboard catalog (Card / StatusBadge /
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Metric / InfoRow / PrimaryButton):
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<Snippet region="definitions-zod" />
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</Step>

showcase/shell-docs/src/content/docs/generative-ui/a2ui/fixed-schema.mdx

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## Schemas as JSON: compositional trees
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The showcase's `a2ui-fixed-schema` cell ships a flight card assembled
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compositionally from small sub-components rather than one monolithic
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`FlightCard`:
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The example below ships a flight card assembled compositionally from
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small sub-components rather than one monolithic `FlightCard`:
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```
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Card

showcase/shell-docs/src/content/docs/generative-ui/reasoning.mdx

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<Snippet region="reasoning-block-render" title="frontend/src/app/page.tsx — custom reasoning slot" />
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The showcase's `ReasoningBlock` (imported above) renders the reasoning as
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an amber-tagged inline banner, intentionally louder than the default card
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The `ReasoningBlock` (imported above) renders the reasoning as an
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amber-tagged inline banner, intentionally louder than the default card
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so the thinking chain is the focal UI of the demo. Swap in your own
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component to match your product's tone.
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showcase/shell-docs/src/content/docs/generative-ui/tool-based.mdx

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<Snippet region="bar-chart-renderer" title="frontend/src/app/page.tsx — bar chart component" />
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The component itself is ordinary React: it reads only its props and can
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stream in as the agent fills the payload. The showcase cell uses
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stream in as the agent fills the payload. The example above uses
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[Recharts](https://recharts.org) for the bar chart; it doesn't know
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anything about CopilotKit.
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showcase/shell-docs/src/content/docs/human-in-the-loop/headless.mdx

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## Driving it from plain UI
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Once `useHeadlessInterrupt` returns `{ pending, resolve }`, the rest is
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just React. The showcase cell uses two buttons to kick off the agent
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just React. The example below uses two buttons to kick off the agent
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and a button grid to resolve, with no `<CopilotChat>` and no render prop:
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```tsx

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