Check if evolution should be triggered based on global execution count.

Check if a tool's description should be re-evaluated. Triggers re-evaluation when: - Description hash changed

Display a summary of the recording. Returns: Formatted summary string

Start automatic recording Args: task_id: If provided, override the current task_id for this recording session. This allows

Start the connection manager and establish a connection. Args: timeout: Optional timeout in seconds. If None, waits indefinitely.

Start monitoring and updating UI Args: poll_interval: Update interval in seconds

Stop automatic recording

Stop monitoring

Stop video recording

Strip ANSI color codes from text Args: text: Text with potential ANSI codes Returns: Clean text without ANS

Serialize to dict for persistence.

Track package download event specifically for Scarf analytics

Update display (alias for render())

Update grounding backends information Args: backends: List of backend info dicts with keys: - na

Quick interactive viewer for a recording.

Build prompt for visual analysis of screenshots. Args: tool_name: Tool name that generated the screenshots

Wait for the server to respond to HTTP requests. Args: base_url: The base URL to check for server readiness t

Build workspace directory information for cross-iteration/cross-backend data sharing.

Build list of all existing files.

Build alert for files matching task requirements.

Build info for recently modified files.

Wrap script with conda activation command. If conda is not available, returns original script without conda activation.

Context manager entry

Context manager entry.

Context manager entry.

Start recording on context entry.

Context manager entry.

Async context manager entry

Context manager exit

Context manager exit.

Context manager exit.

Stop recording on context exit.

Context manager exit.

Async context manager exit - ensures finalize() is called

Ensure resources are cleaned up even if finalize() is not called

Dynamically import sub-modules on first attribute access. This keeps the *initial* package import lightweight and avoids raising `ModuleNotFo

Delegate attribute access to wrapped tool.

Initialize UI integration Args: ui: AnyToolUI instance

Initialize logging handler Args: ui: AnyToolUI instance

Initialize UI Args: enable_live: Whether to enable live display updates compact: Use compact layout

Args: model: LLM model identifier enable_thinking: Whether to enable extended thinking mode rate_limit_de

Initialize screenshot client. Args: base_url: Base URL of local_server (default: read from

Initialize auto-screenshot wrapper. Args: tool: The tool/session to wrap screenshot_client: Screensh

Initialize recording client. Args: base_url: Base URL of the local server (default: read fr

Initialize recording context manager. Args: base_url: Base URL of the local server (default: from config)

Initialize system info client. Args: base_url: Base URL of the local server (default: read

Initialize trajectory recorder Args: task_name: task name (optional, will be saved in metadata) log_

Initialize viewer with a recording directory. Args: recording_dir: Path to recording directory

Initialize action recorder. Args: trajectory_dir: Directory to save action records

Initialize video recorder Args: output_path: output video path base_url: local_server address (None

Initialize automatic recording manager Args: enabled: whether to enable recording task_id: task ID (

Create a SearchCoordinator. Args: max_tools: max number of tools to return. If None, will use the value from config.

Initialize E2B sandbox. Args: options: Sandbox configuration options including: - api_key: E2B API key (o

Initialize a new connection manager.