Goal-Seeking Agent Pattern Skill

1. What Are Goal-Seeking Agents?

Goal-seeking agents are autonomous AI agents that execute multi-phase objectives by:

1. Understanding High-Level Goals: Accept natural language objectives without explicit step-by-step instructions
2. Planning Execution: Break goals into phases with dependencies and success criteria
3. Autonomous Execution: Make decisions and adapt behavior based on intermediate results
4. Self-Assessment: Evaluate progress against success criteria and adjust approach
5. Resilient Operation: Handle failures gracefully and explore alternative solutions

Core Characteristics

Autonomy: Agents decide HOW to achieve goals, not just follow prescriptive steps

Adaptability: Adjust strategy based on runtime conditions and intermediate results

Goal-Oriented: Focus on outcomes (what to achieve) rather than procedures (how to achieve)