think

Tool for advanced meta-cognition and dynamic reflective problem-solving via thought logging. Supports thread following, step-tracking, self-correction, and tool recommendations. For each new user message, begin a new thought thread and log each thought after each completed step. Key functionalities: - Agentic Workflow Orchestration: Guides through complex tasks by breaking them into precise, manageable, traceable steps. - Automatic smart thinking process: Avoids over-questionning users about their intention and just figures it out how to proceed. - Iterative Refinement: Assesses success of each step and self-corrects if necessary, adapting to new information or errors (failure, empty results, etc). - Tool Recommendation: Suggests relevantly specific available tools (`tool_recommendation`) to execute planned actions or gather necessary information. - Proactive Planning: Utilizes `left_to_be_done` for explicit future state management and task estimation. Args: - `thread_purpose` (str): A concise, high-level objective or thematic identifier for the current thought thread. Essential for organizing complex problem-solving trajectories. - `thought` (str): The detailed, atomic unit of reasoning or action taken by the AI agent at the current step. This forms the core of the agent's internal monologue. - `thought_index` (int): A monotonically increasing integer representing the sequence of thoughts within a specific `thread_purpose`. Crucial for chronological tracking and revision targeting. - `tool_recommendation` (str, optional): A precise actionable suggestion for the next tool to be invoked, omitted if no tool is needed, directly following the current thought. - `left_to_be_done` (str, optional): A flexible forward-looking statement outlining the next steps or sub-goals to be completed within the current `thread_purpose`. Supports multi-step planning and progress tracking. Omitted if no further action is needed. Example of thought process: 1) user: "I keep hearing about central banks, but I don't understand what they are and how they work." 2) think(thread_purpose="Central banks explained", thought="Requires information about central banks and how they work. Consider using <named_tool> tool.", thought_index=1, tool_recommendation="<named_tool>", left_to_be_done="Summarize the findings and create an exhaustive graph representation") 3) call <named_tool> 4) think(thread_purpose="Central banks explained", thought="Summary of the findings is clear and exhaustive, I have enough information. Must create the graph with <named_tool>.", thought_index=2, tool_recommendation="<named_tool>", left_to_be_done="Send summary and graph to the user") 5) call <named_tool> 6) final: respond with summary and graph (no need to call think since left_to_be_done is a simple final step)