Only for string messages, not for rich objects. Console output is synchronous (fast), file output is async (non-blocking).

Console output is synchronous (fast), file output is async (non-blocking).

Get cached data with TTL check and access tracking.

Only for string messages, not for rich objects. Console output is synchronous (fast), file output is async (non-blocking).

Get tool configuration by name Args: tool_name: Tool name Returns: Tool: Tool instance o

Console output is synchronous (fast), file output is async (non-blocking).

Get environment instance by name Args: env_name: Environment name Returns: Environment:

Get memory system instance by name (similar to tcp.get()). Note: Unlike tools, memory systems create a new instance each time since e

Dedent the text and expand the tabs.

List all registered tools Args: include_disabled: Whether to include disabled tools Returns:

Initialize the debate system.

Replace text in a file.

Assemble a path relative to the project root directory Args: path: Path string (relative or absolute) Returns: s

Get agent instance by name Args: agent_name: Agent name Returns: Agent: Agent instance o

Update an existing tool with new configuration and create a new version Args: tool_name: Name of the tool to update

Execute a SQL query. Args: request: Query request with SQL and parameters Returns: Actio

Initialize the logger with a file path and optional main process check. Args: config: Config object with log_path attrib

Move mouse to the specified coordinates.