Stage 2: Curator

The agent assumes direct operational control with strategic oversight:

• Active asset portfolio management

• Dynamic risk parameter optimization

• Autonomous asset evaluation

• Intelligent operational decision-making

At this stage, the agent begins directly influencing project operations. Building upon Stage 0's knowledge infrastructure and Stage 1's project-specific tools, the Curator makes intelligent operational decisions and takes actions that impact performance outcomes. While the Curator agent may function autonomously, some human-in-the-loop interventions might still be necessary for oversight.

The Curator phase is orchestration-heavy, requiring substantial effort to design comprehensive agent workflows with all necessary tools and data pipelines. The effectiveness of the Stage 2 agent depends entirely on the quality and robustness of previous stages.