Gathering Planning

The gathering-planning skill enables AI agents to systematically organize information collection and strategize subsequent actions based on gathered data. It facilitates structured workflows where an agent can define specific goals, identify necessary resources, and outline steps before execution begins.

When to use it

• Initiating complex research tasks that require a defined scope before data retrieval starts.
• Coordinating multi-step projects where the plan must evolve as new information is discovered.
• Structuring brainstorming sessions to ensure diverse inputs are captured and categorized logically.
• Preparing for decision-making processes by first establishing criteria and gathering relevant evidence.

Key capabilities

• Defines clear objectives and constraints for information gathering tasks.
• Identifies specific data points or resources required to achieve a goal.
• Generates structured action plans outlining the sequence of collection activities.
• Adapts planning strategies dynamically based on initial findings or changing requirements.

Example prompts

• "Create a detailed plan for gathering market research on sustainable packaging materials, including specific sources and validation methods."
• "Help me outline a strategy to collect user feedback for our new feature launch, defining the channels and metrics we need to track."
• "Draft a step-by-step guide for an agent to gather historical weather data for a specific region before generating a climate report."

Tips & gotchas

Ensure you provide clear success criteria in your initial prompt so the planning phase has concrete targets to aim for. This skill is most effective when used as a precursor to data retrieval or analysis skills, ensuring the agent knows exactly what to look for once the plan is set.