Query Resolution Lifecycle
1. Natural Language Query Ingestion
User enters prompt via the bottom input dock, optionally attaching VFS context badges.
2. L1 Sub-100ms Gatekeeper
Evaluates query intent and security boundary at near-zero latency.
3. Flagship Reasoning Execution
Synthesizes domain data with citation-grounded references and analytical models.
4. Real-Time Streaming & 18 Visual Charts
Renders structured reports, interactive Recharts widgets, and live artifact codeblocks.
1. High-Precision Sub-Channel Prompting
To prevent unnecessary token expenditure and ensure deterministic reasoning, utilize targeted context bindings:Context Attachment (VFS Binding)
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.
Target Brain Selection
When specific domain expertise (legal, financial, tax, engineering) is required, select an enterprise Brain persona from the selector dropdown.
2. 18-Visual Dynamic Analytical Charts (Recharts)
The Agent renders complex quantitative analyses into interactive, responsive visualization widgets directly within the chat stream: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.