> ## Documentation Index > Fetch the complete documentation index at: https://praison.ai/docs/llms.txt > Use this file to discover all available pages before exploring further. # Agents > Class reference for Agents > Defined in the [**agents**](../modules/agents) module. ```mermaid theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}} %%{init: {'theme': 'base', 'themeVariables': { 'primaryColor': '#8B0000', 'primaryTextColor': '#fff', 'primaryBorderColor': '#710101', 'lineColor': '#189AB4', 'secondaryColor': '#189AB4', 'tertiaryColor': '#fff' }}}%% graph LR input["Input Data"] --> agent["Agent: Agents"] agent --> output["Output Result"] style agent fill:#8B0000,color:#fff style input fill:#8B0000,color:#fff style output fill:#8B0000,color:#fff ``` ## Constructor No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. No description available. ## Methods Instance method. Instance method. ContextManager instance for unified context management across all agents. Instance method. Async version of execute\_task method Async version of run\_task method Async version of run\_all\_tasks method Async version of start method. Instance method. Synchronous version of execute\_task method Synchronous version of run\_task method Synchronous version of run\_all\_tasks method Instance method. Instance method. Instance method. Instance method. Instance method. Start agent execution with verbose output (beginner-friendly). Run agents silently (production use). Set a state value Get a state value Update multiple state values Clear all state values Check if a state key exists Get a copy of the entire state dictionary Delete a state key if it exists. Returns True if deleted, False if key didn't exist. Increment a numeric state value. Creates the key with default if it doesn't exist. Append a value to a list state. Creates the list if it doesn't exist. Save current state to memory for session persistence Restore state from memory for session persistence. Returns True if restored. Get a summary of token usage across all agents and tasks. Get a detailed token usage report. Display token usage in a formatted table. Launch all agents as a single API endpoint (HTTP) or an MCP server. Get the current plan. Get the current todo list. Get the current plan as markdown. Get the current todo list as markdown. Update the status of a plan step.