log_action
Records agent actions and reasoning steps for audit trails and compliance tracking in quantitative finance workflows.
Instructions
Logs an agent action or reasoning step for audit purposes.
Args:
action_type: Category (e.g., 'REASONING', 'TRADE_DECISION', 'ERROR').
details: Description of the action.Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| action_type | Yes | ||
| details | Yes |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |
Implementation Reference
- tools/logger.py:41-52 (handler)The core handler function for the 'log_action' tool. It takes action_type and details, logs them formatted to the logger, and returns a success message. The function signature and docstring provide the input schema.
def log_action(action_type: str, details: str) -> str: """ Logs an agent action or reasoning step for audit purposes. Args: action_type: Category (e.g., 'REASONING', 'TRADE_DECISION', 'ERROR'). details: Description of the action. """ # Clean up details to remove excessive newlines or emojis if needed clean_details = details.strip() logger.info(f"[{action_type.upper()}] {clean_details}") return "Action logged successfully." - server.py:400-403 (registration)Registers the log_action function as an MCP tool by calling register_tools, which dynamically applies the @mcp.tool() decorator from FastMCP.
register_tools( [log_action], "Logging" ) - server.py:355-364 (helper)Helper function used to register MCP tools, including log_action, by applying the FastMCP decorator and logging the process.
def register_tools(tools: List[Callable], category: str): """Helper to register multiple tools with logging.""" for tool in tools: try: mcp.tool()(tool) logger.info(f"Registered {category} tool: {tool.__name__}") except Exception as e: logger.error(f"Failed to register {tool.__name__}: {e}") raise - app.py:312-313 (registration)Includes log_action in the tools_map dictionary used to generate Gradio interfaces for the tool, which are exposed via MCP when mcp_server=True.
"Utils": [log_action], }