> ## Documentation Index
> Fetch the complete documentation index at: https://docs.connex.hybridsphere.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent User Manual

> Mastering CONNEX Agent autonomous orchestration, sub-channel prompting, and 18-visual analytical charts

The CONNEX Agent transcends single-turn prompt-response interactions. It autonomously deconstructs complex business intents, coordinates with Brain X knowledge assets, and leverages Studio VFS to deliver verified, high-density business deliverables.

## Query Resolution Lifecycle

<Steps>
  <Step title="1. Natural Language Query Ingestion" icon="message-square">
    User enters prompt via the bottom input dock, optionally attaching VFS context badges.
  </Step>

  <Step title="2. L1 Sub-100ms Gatekeeper" icon="zap">
    Evaluates query intent and security boundary at near-zero latency.
  </Step>

  <Step title="3. Flagship Reasoning Execution" icon="cpu">
    Synthesizes domain data with citation-grounded references and analytical models.
  </Step>

  <Step title="4. Real-Time Streaming & 18 Visual Charts" icon="sparkles">
    Renders structured reports, interactive Recharts widgets, and live artifact codeblocks.
  </Step>
</Steps>

***

## 1. High-Precision Sub-Channel Prompting

To prevent unnecessary token expenditure and ensure deterministic reasoning, utilize targeted context bindings:

<CardGroup cols={2}>
  <Card title="Context Attachment (VFS Binding)" icon="folder-git-2">
    Click the \[+] button in the prompt area or select files in the VFS explorer to attach a single folder badge, transmitting only authoritative chunk references.
  </Card>

  <Card title="Target Brain Selection" icon="dna">
    When specific domain expertise (legal, financial, tax, engineering) is required, select an enterprise Brain persona from the selector dropdown.
  </Card>
</CardGroup>

***

## 2. 18-Visual Dynamic Analytical Charts (Recharts)

The Agent renders complex quantitative analyses into interactive, responsive visualization widgets directly within the chat stream:

| Visualization Category | Supported Chart Types | Enterprise Applications |
| :- | :- | :- |
| **Trend & Time-Series** | Line, Area, Stacked Area | Revenue run-rate, monthly API throughput, customer churn |
| **Comparative & Ranking** | Bar, Horizontal Bar, Grouped Bar | Business unit performance, product line cost variance |
| **Composition & Split** | Pie, Donut, Radial Bar | Portfolio asset allocation, customer demographic share |
| **Multi-Dimensional Matrix** | Radar, Scatter, Bubble | Vendor risk assessment, technology stack fit scoring |

***

## 3. Multimodal In-Stream Viewers

Preview attached files and synthesized artifacts directly inside the workspace without third-party desktop tools:

* **Code Viewer**: Syntax highlighting for 20+ programming languages with one-click copy and line numbering.
* **PDF Viewer**: High-performance canvas renderer supporting page jumping, zoom controls, and full-text search.
* **CSV & Markdown Viewers**: Instant tabular rendering with column-sorting and responsive data filtering.


## Related topics

- [CoWorx User Manual](/guide/coworx.md)
- [AI Ecosystem 2.0 User Manual](/guide/workspace.md)
- [Brain X User Manual](/guide/brains.md)


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